references.bib

@book{fahrmeir2013regression,
  author    = {Fahrmeir, Ludwig and Kneib, Thomas and Lang, Stefan and Marx, Brian},
  title     = {Regression: Models, Methods and Applications},
  publisher = {Springer},
  groups    = {Machine Learning},
  year      = {2013}
}

@online{urbanobservatory2021,
  author = {{Newcastle University}},
  title  = {Urban Observatory},
  url    = {https://urbanobservatory.ac.uk/who-we-are},
  groups = {Services},
  year   = {2021}
}

@article{wang2019deep,
  author    = {Wang, Senzhang and Cao, Jiannong and Yu, Philip S.},
  title     = {Deep Learning for Spatio-Temporal Data Mining: A Survey},
  doi       = {10.1109/tkde.2020.3025580},
  pages     = {1--1},
  url       = {https://arxiv.org/abs/1906.04928v2},
  arxivid   = {1906.04928},
  file      = {:Deep Learning for Spatio-Temporal Data Mining- A Survey.pdf:PDF},
  groups    = {Machine Learning, Big Data, Spatiotemporal},
  journal   = {IEEE Transactions on Knowledge and Data Engineering},
  keywords  = {Index Terms-Deep learning, Spatio-temporal data, data min-ing},
  month     = jun,
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  year      = {2019}
}

@article{kong2020huad,
  author    = {Kong, Xiangjie and Gao, Haoran and Alfarraj, Osama and Ni, Qichao and Zheng, Chaofan and Shen, Guojiang},
  title     = {{HUAD: Hierarchical Urban Anomaly Detection Based on Spatio-Temporal Data}},
  doi       = {10.1109/access.2020.2971341},
  pages     = {26573--26582},
  volume    = {8},
  groups    = {Spatiotemporal},
  journal   = {IEEE Access},
  keywords  = {Spatio-temporal data fusion, Traffic flow prediction, Urban anomaly detection},
  publisher = {Institute of Electrical and Electronics Engineers Inc.},
  year      = {2020}
}

@article{anjomshoaa2018cityscanner,
  author    = {Amin Anjomshoaa and Fabio Duarte and Dani and Daniel Rennings and Thomas Matarazzo and Priyanka deSouza and Carlo Ratti},
  title     = {City Scanner: Building and Scheduling a Mobile Sensing Platform for Smart City Services},
  groups    = {Other},
  journal   = {Internet of Things},
  publisher = {IEEE},
  year      = {2018}
}

@inproceedings{gao2017identifying,
  author    = {Qiang Gao and Fan Zhou and Kunpeng Zhang and Goce Trajcevski and Xucheng Luo and Fengli Zhang},
  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence},
  title     = {Identifying Human Mobility via Trajectory Embeddings},
  doi       = {10.24963/ijcai.2017/234},
  address   = {Melbourne, Australia},
  groups    = {Spatiotemporal},
  year      = {2017}
}

@inproceedings{yi2019traffic,
  author    = {Yi, Hongsuk and Bui, Khac-Hoai Nam and Jung, Heejin},
  booktitle = {Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics},
  title     = {Implementing A Deep Learning Framework for Short Term Traffic Flow Prediction},
  doi       = {10.1145/3326467.3326492},
  location  = {Seoul, Republic of Korea},
  publisher = {Association for Computing Machinery},
  series    = {WIMS2019},
  address   = {New York, NY, USA},
  articleno = {7},
  file      = {:Implementing A Deep Learning Framework for Short Term Traffic Flow Prediction.pdf:PDF},
  groups    = {Transportation, Machine Learning},
  keywords  = {deep learning, intelligent transportation system, highway systems, traffic prediction, long-short term memory},
  numpages  = {8},
  year      = {2019}
}

@online{columbia2019spatiotemporal,
  author       = {Columbia, University},
  title        = {Spatiotemporal Analysis},
  url          = {https://www.publichealth.columbia.edu/research/population-health-methods/spatiotemporal-analysis},
  organization = {Mailman School of Public Health, Columbia University},
  groups       = {Spatiotemporal},
  year         = {2019}
}

@article{tang2019st-lstm,
  author  = {Tang, Qicheng and Yang, Mengning and Yang, Ying},
  title   = {ST-LSTM: A Deep Learning Approach Combined Spatio-Temporal Features for Short-Term Forecast in Rail Transit},
  doi     = {10.1155/2019/8392592},
  file    = {:ST-LSTM - A Deep Learning Approach Combined Spatio-Temporal Features for Short-Term Forecast in Rail Transit.pdf:PDF},
  groups  = {Transportation, LSTM, Spatiotemporal},
  journal = {Journal of Advanced Transportation},
  year    = {2019}
}

@phdthesis{coto2017sintesis,
  author = {Marvin Coto-Jiménez},
  title  = {Síntesis de voz basada en modelos ocultos de Markov y algoritmos de aprendizaje profundo},
  file   = {:Síntesis de voz basada en modelos ocultos de Markov y algoritmos de aprendizaje profundo.pdf:PDF},
  groups = {Big Data},
  month  = nov,
  school = {Universidad Autónoma Metropolitana – Iztapalapa (México)},
  year   = {2017}
}

@inbook{chizi2005dimension,
  author    = {Chizi, Barak and Maimon, Oded},
  booktitle = {Data Mining and Knowledge Discovery Handbook},
  title     = {Dimension Reduction and Feature Selection},
  doi       = {10.1007/978-0-387-09823-4_5},
  editor    = {Maimon, Oded and Rokach, Lior},
  pages     = {93--111},
  publisher = {Springer US},
  address   = {Boston, MA},
  groups    = {Big Data},
  year      = {2005}
}

@article{mahdavinejad2018machine,
  author    = {Mahdavinejad, Mohammad Saeid and Rezvan, Mohammadreza and Barekatain, Mohammadamin and Adibi, Peyman and Barnaghi, Payam and Sheth, Amit P},
  title     = {Machine learning for Internet of Things data analysis: a survey},
  doi       = {10.1016/j.dcan.2017.10.002},
  number    = {3},
  pages     = {161--175},
  volume    = {4},
  file      = {:Machine learning for internet of things data analysis - a survey.pdf:PDF},
  groups    = {Machine Learning},
  journal   = {Digital Communications and Networks},
  publisher = {Elsevier},
  year      = {2018}
}

@article{ullah2020applications,
  author    = {Ullah, Zaib and Al-Turjman, Fadi and Mostarda, Leonardo and Gagliardi, Roberto},
  title     = {Applications of artificial intelligence and machine learning in smart cities},
  doi       = {10.1016/j.comcom.2020.02.069},
  pages     = {313--323},
  volume    = {154},
  file      = {:Applications of Artificial Intelligence and Machine learning in smart cities.pdf:PDF},
  groups    = {Machine Learning},
  journal   = {Computer Communications},
  publisher = {Elsevier},
  year      = {2020}
}

@book{rebala2019introduction,
  author    = {Rebala, Gopinath and Ravi, Ajay and Churiwala, Sanjay},
  title     = {An Introduction to Machine Learning},
  doi       = {10.1007/978-3-030-15729-6},
  publisher = {Springer},
  file      = {:An Introduction to Machine Learning.pdf:PDF},
  groups    = {Machine Learning},
  year      = {2019}
}

@book{beran2018mathematical,
  author    = {Beran, Jan},
  title     = {Mathematical foundations of time series analysis: a concise introduction},
  publisher = {Springer},
  file      = {:Mathematical Foundations of Time Series Analysis.pdf:PDF},
  groups    = {Time series},
  year      = {2018}
}

@article{lv2021intelligent,
  author    = {Lv, Zhihan and Chen, Dongliang and Lou, Ranran and Wang, Qingjun},
  title     = {Intelligent edge computing based on machine learning for smart city},
  doi       = {10.1016/j.future.2020.08.037},
  pages     = {90--99},
  volume    = {115},
  file      = {:Intelligent edge computing based on machine learning for smart city.pdf:PDF},
  groups    = {Machine Learning},
  journal   = {Future Generation Computer Systems},
  publisher = {Elsevier},
  year      = {2021}
}

@article{allam2019big,
  author    = {Allam, Zaheer and Dhunny, Zaynah A},
  title     = {On big data, artificial intelligence and smart cities},
  doi       = {10.1016/j.cities.2019.01.032},
  pages     = {80--91},
  volume    = {89},
  groups    = {Data},
  journal   = {Cities},
  publisher = {Elsevier},
  year      = {2019}
}

@article{ueda2018spatio,
  author    = {Naonori Ueda and Futoshi Naya},
  title     = {Spatio-temporal multidimensional collective data analysis for providing comfortable living anytime and anywhere},
  doi       = {10.1017/atsip.2018.4},
  volume    = {7},
  file      = {:Spatio-temporal multidimensional collective data analysis.pdf:PDF},
  groups    = {Spatiotemporal, Big Data},
  journal   = {{APSIPA} Transactions on Signal and Information Processing},
  publisher = {Cambridge University Press ({CUP})},
  year      = {2018}
}

@article{vinuesa2020role,
  author    = {Ricardo Vinuesa and Hossein Azizpour and Iolanda Leite and Madeline Balaam and Virginia Dignum and Sami Domisch and Anna Felländer and Simone Daniela Langhans and Max Tegmark and Francesco Fuso Nerini},
  title     = {The role of artificial intelligence in achieving the Sustainable Development Goals},
  doi       = {10.1038/s41467-019-14108-y},
  number    = {1},
  volume    = {11},
  groups    = {Machine Learning},
  journal   = {Nature Communications},
  month     = {jan},
  publisher = {Springer Science and Business Media {LLC}},
  year      = {2020}
}

@article{atluri2018spatiotemporal,
  author    = {Gowtham Atluri and Anuj Karpatne and Vipin Kumar},
  title     = {Spatio-Temporal Data Mining},
  doi       = {10.1145/3161602},
  number    = {4},
  pages     = {1--41},
  volume    = {51},
  file      = {:Spatio-Temporal Data Mining\: A Survey of Problems and Methods.pdf:PDF},
  groups    = {Spatiotemporal, Big Data},
  journal   = {{ACM} Computing Surveys},
  month     = {sep},
  publisher = {Association for Computing Machinery ({ACM})},
  year      = {2018}
}

@article{roelofs2021automatically,
  author    = {Roelofs, MN and Vos, Roelof},
  title     = {Automatically inferring technology compatibility with an ontology and graph rewriting rules},
  doi       = {10.1080/09544828.2020.1860202},
  number    = {2},
  pages     = {90--114},
  volume    = {32},
  file      = {:Automatically inferring technology compatibility with an ontology and graph rewriting rules.pdf:PDF},
  groups    = {Technologies, Ontologies},
  journal   = {Journal of Engineering Design},
  publisher = {Taylor \& Francis},
  year      = {2021}
}

@video{smith2021introduction,
  author       = {Barry Smith},
  groups       = {Ontologies},
  organization = {University of Buffalo},
  title        = {Introduction to Basic Formal Ontology},
  url          = {https://youtu.be/p0buEjR3t8A},
  year         = {2019}
}

@book{ashby2015introduction,
  author    = {Ashby, William Ross},
  date      = {2015},
  title     = {An Introduction to Cybernetics},
  doi       = {10.5962/bhl.title.5851},
  isbn      = {9781614277651},
  location  = {Mansfield Centre, CT},
  publisher = {Martino Publishing},
  groups    = {Cybernetics}
}

@techreport{kitchenham2007guidelines,
  author      = {Barbara Kitchenham and Stuart Charters},
  date        = {2007},
  institution = {Keele University, University of Durham},
  title       = {Guidelines for performing systematic literature reviews in software engineering},
  abstract    = {The objective of this report is to propose comprehensive guidelines for systematic iterature reviews appropriate for software engineering researchers, including PhD tudents. A systematic literature review is a means of evaluating and interpreting all vailable research relevant to a particular research question, topic area, or henomenon of interest. Systematic reviews aim to present a fair evaluation of a esearch topic by using a trustworthy, rigorous, and auditable methodology.},
  file        = {:Guidelines for performing Systematic Literature Reviews in Software Engineering.pdf:PDF},
  groups      = {Other}
}

@techreport{cnda2020guia,
  author      = {{Comisión Nacional de Datos Abiertos}},
  date        = {2020},
  institution = {Ministerio de Comunicación, Gobierno de Costa Rica},
  title       = {Guía Nacional para la Publicación de Datos Abiertos},
  abstract    = {La Guía Nacional para la Publicación de Datos Abiertos es el instrumento que define las pautas a seguir por las instituciones públicas y por los equipos institucionales de datos abiertos a fin de cumplir lo establecido en el Decreto 40199-MP Apertura de Datos Públicos. En dicha regulación, se indican las etapas que conforman el proceso de apertura de datos. Asimismo, se establece que las especificaciones técnicas y los estándares para ejecutar de forma normalizada el proceso serán definidos en esta guía. De manera general, este documento proporciona orientaciones y buenas prácticas para el desarrollo de estrategias y procesos de apertura y reutilización de datos abiertos, que estén orientadas a la generación de valor en lo económico, social, político, cultural y ambiental, en los distintos ámbitos de la sociedad.},
  file        = {:Guía Nacional para la Publicación de Datos Abiertos.pdf:PDF},
  groups      = {Data}
}

@book{davies2019state,
  date      = {2019},
  title     = {The State of Open Data: Histories and Horizons},
  doi       = {10.47622/9781928331957},
  editor    = {Tim Davies and Stephen B. Walker and Mor Rubinstein and Fernando Perini},
  isbn      = {9781928331957},
  publisher = {African Minds and International Development Research Centre},
  url       = {https://stateofopendata.od4d.net/},
  file      = {:The State of Open Data.pdf:PDF},
  groups    = {Data}
}

@article{bittner2009spatio,
  author       = {Bittner, Thomas and Donnelly, Maureen and Smith, Barry},
  date         = {2009},
  journaltitle = {International Journal of Geographical Information Science},
  title        = {A spatio-temporal ontology for geographic information integration},
  doi          = {10.1080/13658810701776767},
  number       = {6},
  pages        = {765--798},
  volume       = {23},
  groups       = {Ontologies, Spatiotemporal},
  publisher    = {Taylor \& Francis}
}

@incollection{costa2020towards,
  author     = {Simone Dornelas Costa and Monalessa Perini Barcellos and Ricardo de Almeida Falbo and Murillo Vasconcelos Henriques Bitte Castro},
  booktitle  = {Conceptual Modeling},
  date       = {2020},
  title      = {Towards an Ontology Network on Human-Computer Interaction},
  doi        = {10.1007/978-3-030-62522-1_24},
  pages      = {331--341},
  publisher  = {Springer International Publishing},
  file       = {:Towards an Ontology Network on Human-Computer Interaction.pdf:PDF},
  groups     = {Ontologies},
  readstatus = {read}
}

@book{penin2018introduction,
  author    = {Penin, Lara},
  date      = {2018},
  title     = {An introduction to service design: designing the invisible},
  publisher = {Bloomsbury Publishing},
  groups    = {Services}
}

@article{ceder2020urban,
  author       = {Avishai Ceder},
  date         = {2020-07},
  journaltitle = {International Journal of Urban Sciences},
  title        = {Urban mobility and public transport: future perspectives and review},
  doi          = {10.1080/12265934.2020.1799846},
  pages        = {1--25},
  file         = {:Urban mobility and public transport future perspectives and review.pdf:PDF},
  groups       = {Transportation},
  publisher    = {Informa {UK} Limited}
}

@techreport{hickman2017automobile,
  author      = {Robin Hickman and Duncan Smith and Daniel Moser and Claudius Schaufler and Giacomo Vecia},
  date        = {2017},
  institution = {Greenpeace},
  title       = {Why the automobile has no future: a global impact analysis},
  file        = {:Why the automobile has no future.pdf:PDF},
  groups      = {Transportation},
  readstatus  = {skimmed}
}

@article{zantalis2019review,
  author       = {Zantalis, Fotios and Koulouras, Grigorios and Karabetsos, Sotiris and Kandris, Dionisis},
  date         = {2019},
  journaltitle = {Future Internet},
  title        = {A review of machine learning and IoT in smart transportation},
  doi          = {10.3390/fi11040094},
  number       = {4},
  pages        = {94},
  volume       = {11},
  file         = {:A Review of Machine Learning and IoT in Smart Transportation.pdf:PDF},
  groups       = {Transportation, IPTS},
  publisher    = {Multidisciplinary Digital Publishing Institute}
}

@techreport{schneider2013quality,
  author      = {Ingrid Schneider and Tian Guo and Sierra Schroeder},
  date        = {2013},
  institution = {Minnesota Department of Transportation},
  title       = {Quality of Life: Assessment for Transportation Performance Measures},
  file        = {:Quality of Life - Assessment for Transportation Performance Measures.pdf:PDF},
  groups      = {Transportation},
  keywords    = {Access, Mobility, Safety, Maintenance, Design, Communications, Planning, Transparency, Focus groups, Questionnaires, Segmentation, Factor analysis, Bicycling, Pedestrians, Active transportation, Transportation satisfaction}
}

@techreport{mopt2020sitgam,
  author      = {{Secretaría de Planificación Sectorial}},
  date        = {2020},
  institution = {Ministerio de Obras Públicas y Transportes},
  title       = {Programa para un Sistema Integrado de Transporte Público Masivo para la GAM (SITGAM 2020 - 2035)},
  file        = {:Programa para un Sistema Integrado de Transporte Público Masivo para la GAM.pdf:PDF},
  groups      = {Transportation, Costa Rica}
}

@techreport{mopt2017politica,
  author      = {{Ministerio de Obras Públicas y Transportes}},
  date        = {2017},
  institution = {Ministerio de Obras Públicas y Transportes},
  title       = {Política Sectorial de Modernización del Transporte Público Remunerado de Personas Modalidad Autobús},
  file        = {:Política Sectorial de Modernización del Transporte Público Remunerado de Personas Modalidad Autobús.pdf:PDF},
  groups      = {Transportation, Costa Rica}
}

@article{zhu2019big,
  author       = {Li Zhu and Fei Richard Yu and Yige Wang and Bin Ning and Tao Tang},
  date         = {2019-01},
  journaltitle = {IEEE Transactions on Intelligent Transportation Systems},
  title        = {Big Data Analytics in Intelligent Transportation Systems: A Survey},
  doi          = {10.1109/tits.2018.2815678},
  number       = {1},
  pages        = {383--398},
  volume       = {20},
  file         = {:Big Data Analytics in Intelligent Transportation Systems - A Survey.pdf:PDF},
  groups       = {Transportation, IPTS, Big Data},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@article{oliveira2013transportation,
  author       = {K{\'{a}}thia Mar{\c{c}}al de Oliveira and Firas Bacha and Houda Mnasser and Mourad Abed},
  date         = {2013-06},
  journaltitle = {Expert Systems with Applications},
  title        = {Transportation ontology definition and application for the content personalization of user interfaces},
  doi          = {10.1016/j.eswa.2012.12.028},
  number       = {8},
  pages        = {3145--3159},
  volume       = {40},
  file         = {:Transportation ontology definition and application for the content personalization of user interfaces.pdf:PDF},
  groups       = {Transportation},
  keywords     = {Ontology, User interface, Human-computer interaction, Model-driven architecture, Transportation},
  publisher    = {Elsevier {BV}}
}

@article{fernandez2016ontology,
  author       = {Fernandez, Susel and Hadfi, Rafik and Ito, Takayuki and Marsa-Maestre, Ivan and Velasco, Juan R},
  date         = {2016},
  journaltitle = {Sensors},
  title        = {Ontology-based architecture for intelligent transportation systems using a traffic sensor network},
  doi          = {10.3390/s16081287},
  number       = {8},
  pages        = {1287},
  volume       = {16},
  file         = {:Ontology-based architecture for intelligent transportation systems using a traffic sensor network.pdf:PDF},
  groups       = {Ontologies, Transportation},
  keywords     = {intelligent transportation systems, ontology, reasoning, agents, sensor networks},
  publisher    = {Multidisciplinary Digital Publishing Institute}
}

@techreport{sae2021taxonomy,
  author      = {{SAE Executive Standards Committee}},
  date        = {2021},
  institution = {{SAE Executive Standards Committee}},
  title       = {J3216 Taxonomy and Definitions for Terms Related to Cooperative Driving Automation for On-Road Motor Vehicles},
  abstract    = {This document describes machine-to-machine (M2M) communication to enable cooperation between two or more participating entities or communication devices possessed or controlled by those entities. The cooperation supports or enables performance of the dynamic driving task (DDT) for a subject vehicle with driving automation feature(s) engaged.  Other participants may include other vehicles with driving automation feature(s) engaged, shared road users (e.g., drivers of manually operated vehicles or pedestrians or cyclists carrying personal devices), or road operators (e.g., those who maintain or operate traffic signals or workzones).},
  file        = {:J3216.pdf:PDF},
  groups      = {Transportation}
}

@article{fernandez2017semantic,
  author       = {Susel Fernández and Takayuki Ito},
  date         = {2017},
  journaltitle = {IEICE Transactions on Information and Systems},
  title        = {Semantic Integration of Sensor Data with {SSN} Ontology in a Multi-Agent Architecture for Intelligent Transportation Systems},
  doi          = {10.1587/transinf.2016agp0005},
  number       = {12},
  pages        = {2915--2922},
  volume       = {E100.D},
  file         = {:Semantic Integration of Sensor Data with SSN Ontology in a Multi-Agent Architecture for Intelligent Transportation Systems.pdf:PDF},
  groups       = {Ontologies, Transportation},
  publisher    = {Institute of Electronics, Information and Communications Engineers ({IEICE})}
}

@online{emmc2021emmo,
  author = {{European Materials Modelling Council}},
  date   = {2021-10-21},
  title  = {EMMO: an Ontology for Applied Sciences},
  url    = {https://emmc.info/emmo-info/},
  groups = {Ontologies}
}

@online{w3c2017ssn,
  author   = {W3C},
  date     = {2017-10-19},
  editor   = {Armin Haller and Krzysztof Janowicz and Simon Cox and Danh Le Phuoc and Kerry Taylor and Maxime Lefrançois},
  title    = {Semantic Sensor Network Ontology},
  url      = {https://www.w3.org/TR/vocab-ssn/},
  abstract = {The Semantic Sensor Network (SSN) ontology is an ontology for describing sensors and their observations, the involved procedures, the studied features of interest, the samples used to do so, and the observed properties, as well as actuators. SSN follows a horizontal and vertical modularization architecture by including a lightweight but self-contained core ontology called SOSA (Sensor, Observation, Sample, and Actuator) for its elementary classes and properties. With their different scope and different degrees of axiomatization, SSN and SOSA are able to support a wide range of applications and use cases, including satellite imagery, large-scale scientific monitoring, industrial and household infrastructures, social sensing, citizen science, observation-driven ontology engineering, and the Web of Things. Both ontologies are described below, and examples of their usage are given.},
  groups   = {Ontologies}
}

@report{wonderweb2003dolce,
  author      = {Claudio Masolo and Stefano Borgo and Aldo Gangemi and Nicola Guarino and Alessandro Oltramari},
  date        = {2003-12-31},
  institution = {Laboratory For Applied Ontology - ISTC-CNR},
  title       = {DOLCE: WonderWeb Deliverable D18 Ontology Library},
  type        = {resreport},
  file        = {:DOLCE Ontology.pdf:PDF},
  groups      = {Ontologies}
}

@article{guarino2017bfo,
  author       = {Nicola Guarino},
  date         = {2017},
  journaltitle = {Cosmos + Taxis},
  title        = {BFO and DOLCE: So Far, So Close},
  number       = {4},
  pages        = {10--18},
  volume       = {4},
  file         = {:BFO and DOLCE - So Far, So Close.pdf:PDF},
  groups       = {Ontologies}
}

@article{schmidt2019recurrent,
  author       = {Robin Schmidt},
  date         = {2019},
  journaltitle = {arXiv preprint arXiv:1912.05911},
  title        = {Recurrent Neural Networks (RNNs): A gentle Introduction and Overview},
  doi          = {https://doi.org/10.48550/arXiv.1912.05911},
  file         = {:Recurrent Neural Networks (RNN) - A gentle Introduction and Overview.pdf:PDF},
  groups       = {Machine Learning}
}

@techreport{optp2017public,
  author      = {{Oregon Public Transportation Plan}},
  date        = {2017},
  institution = {Oregon Department of Transportation},
  title       = {Public Transportation Technology: White Paper},
  url         = {https://www.oregon.gov/ODOT/Planning/Documents/OPTP-Public-Transportation-Technology.pdf},
  file        = {:Public Transportation Technology .pdf:PDF},
  groups      = {Transportation, IPTS}
}

@techreport{cgr2019integracion,
  author      = {{Contraloría General de la República de Costa Rica}},
  date        = {2019-11-26},
  institution = {{Contraloría General de la República de Costa Rica}},
  title       = {Informe de auditoría operativa sobre la eficacia en la integración operacional y física de los servicios de transporte público y su contribución a la eficiencia del servicio},
  number      = {DFOE-IFR-IF-00012-2019},
  url         = {https://cgrfiles.cgr.go.cr/publico/docs_cgr/2019/SIGYD_D_2019021438.pdf},
  file        = {:Informe de auditoría operativa sobre la eficacia en la integración operacional y física de los servicios de transporte público y su contribución a la eficiencia del servicio.pdf:PDF},
  groups      = {Costa Rica, Transportation}
}

@misc{mopt2017convenio,
  author = {{Ministerio de Obras Públicas y Transportes}},
  date   = {2017-02-02},
  title  = {Convenio de cooperación para el desarrollo del proyecto Sistema de Pago Electrónico en el Transporte Público},
  url    = {https://www.bccr.fi.cr/sistema-de-pagos/DocTransportePublico/ConvenioTP.pdf},
  file   = {:Convenio de cooperación para el desarrollo del proyecto Sistema de Pago Electrónico en el Transporte Público.pdf:PDF},
  groups = {Transportation, Technologies, Costa Rica}
}

@techreport{mopt2021diseno,
  author      = {{L.C.R. Logística}},
  date        = {2021-02-01},
  institution = {{Ministerio de Obras Públicas y Transportes}},
  title       = {Diseño operativo del transporte público urbano en el área metropolitana de San José},
  file        = {:Diseño Operativo del Transporte Público Urbano en el Área Metropolitana de San José.pdf:PDF},
  groups      = {Costa Rica}
}

@techreport{dcc2021portafolio,
  author      = {{Dirección de Cambio Climático}},
  date        = {2021},
  institution = {Ministerio de Ambiente y Energía de Costa Rica},
  title       = {Portafolio de Acciones de Mitigación de Emisiones de Gases de Efecto Invernadero a Escala Cantonal de Costa Rica - Tema: Movilidad Sostenible y Eléctrica},
  type        = {techreport},
  file        = {:Portafolio de Acciones de Mitigación de Emisiones de Gases de Efecto Invernadero a Escala Cantonal de Costa Rica - Tema Movilidad Sostenible y Eléctrica.pdf:PDF},
  groups      = {Costa Rica}
}

@online{gluhak2021why,
  author = {Alex Gluhak and Sarah Gallacher},
  date   = {2021-11-16},
  editor = {{IEEE Internet of Things}},
  title  = {Why Taking Control over Your Urban Data Streams Matters},
  url    = {https://iot.ieee.org/newsletter/november-2021/why-taking-control-over-your-urban-data-streams-matters},
  groups = {Big Data}
}

@article{lamssaggad2021survey,
  author       = {Ayyoub Lamssaggad and Nabil Benamar and Abdelhakim Senhaji Hafid and Mounira Msahli},
  date         = {2021},
  journaltitle = {{IEEE} Access},
  title        = {A Survey on the Current Security Landscape of Intelligent Transportation Systems},
  doi          = {10.1109/access.2021.3050038},
  pages        = {9180--9208},
  volume       = {9},
  file         = {:A Survey on the Current Security Landscape of Intelligent Transportation Systems.pdf:PDF},
  groups       = {IPTS, Transportation},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@inproceedings{wang2017transportation,
  author       = {Wang, Fei-Yue and Zhang, Jun Jason},
  booktitle    = {2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)},
  date         = {2017},
  title        = {Transportation 5.0 in CPSS: Towards ACP-based society-centered intelligent transportation},
  doi          = {10.1109/ITSC.2017.8317905},
  organization = {IEEE},
  pages        = {762--767},
  file         = {:Transportation 5.0 in CPSS- Towards ACP-based Society-Centered Intelligent Transportation.pdf:PDF},
  groups       = {Transportation, Cybernetics}
}

@book{perallos2015intelligent,
  author    = {Perallos, Asier and Hernandez-Jayo, Unai and Onieva, Enrique and Zuazola, Ignacio Julio Garc{\'\i}a},
  date      = {2015},
  title     = {Intelligent transport systems: technologies and applications},
  doi       = {10.1002/9781118894774},
  publisher = {John Wiley \& Sons},
  file      = {:Intelligent transport systems - technologies and applications.pdf:PDF},
  groups    = {Transportation, Technologies}
}

@article{yilma2021systemic,
  author       = {Yilma, Bereket Abera and Panetto, Herv{\'e} and Naudet, Yannick},
  date         = {2021},
  journaltitle = {Computers in Industry},
  title        = {Systemic formalisation of Cyber-Physical-Social System (CPSS): A systematic literature review},
  pages        = {103458},
  url          = {https://www-sciencedirect-com.ezproxy.sibdi.ucr.ac.cr/science/article/pii/S0166361521000658},
  volume       = {129},
  file         = {:Systemic formalisation of Cyber-Physical-Social System (CPSS) - A systematic literature review.pdf:PDF},
  groups       = {Cybernetics},
  publisher    = {Elsevier}
}

@article{yilma2021towards,
  author       = {Yilma, Bereket Abera and Naudet, Yannick and Panetto, Herv{\'e}},
  date         = {2021},
  journaltitle = {IFAC-PapersOnLine},
  title        = {Towards a personalisation framework for cyber-physical-social system (CPSS)},
  doi          = {10.1016/j.ifacol.2021.08.028},
  number       = {1},
  pages        = {243--248},
  volume       = {54},
  file         = {:Towards a Personalisation Framework for Cyber-Physical-Social System (CPSS).html:URL;:Towards a personalisation framework for cyber-physical-social system (CPSS).pdf:PDF},
  groups       = {Cybernetics},
  publisher    = {Elsevier}
}

@article{xiong2020collaborative,
  author       = {Xiong, Gang and Chen, Xiaoyu and Shuo, Nan and Lv, Yisheng and Zhu, Fenghua and Qu, Tianci and Ye, Peijun},
  date         = {2020},
  journaltitle = {IFAC-PapersOnLine},
  title        = {Collaborative Optimization of Cyber Physical Social Systems for Urban Transportation Based on Knowledge Automation},
  doi          = {10.1016/j.ifacol.2021.04.144},
  number       = {5},
  pages        = {572--577},
  volume       = {53},
  file         = {:Collaborative Optimization of Cyber Physical Social Systems for Urban Transportation Based on Knowledge Automation.pdf:PDF},
  groups       = {Cybernetics, IPTS},
  publisher    = {Elsevier}
}

@article{compton2012ssn,
  author       = {Compton, Michael and Barnaghi, Payam and Bermudez, Luis and Garcia-Castro, Raul and Corcho, Oscar and Cox, Simon and Graybeal, John and Hauswirth, Manfred and Henson, Cory and Herzog, Arthur and others},
  date         = {2012},
  journaltitle = {Journal of Web Semantics},
  title        = {The SSN ontology of the W3C semantic sensor network incubator group},
  doi          = {10.2139/ssrn.3198991},
  pages        = {25--32},
  volume       = {17},
  file         = {:The SSN ontology of the W3C semantic sensor network incubator group.pdf:PDF},
  groups       = {Ontologies},
  priority     = {prio2},
  publisher    = {Elsevier}
}

@report{onu2021ods,
  author      = {{Departamento de Asuntos Económicos y Sociales}},
  date        = {2021},
  institution = {Organización de las Naciones Unidas},
  title       = {Informe de los Objetivos de Desarrollo Sostenible},
  type        = {resreport},
  url         = {https://unstats.un.org/sdgs/report/2021/The-Sustainable-Development-Goals-Report-2021_Spanish.pdf},
  file        = {:Informe de los Objetivos de Desarrollo Sostenible 2021.pdf:PDF},
  groups      = {Other}
}

@techreport{ctp2020sig,
  author      = {{Dirección de Ingeniería}},
  date        = {2020-05},
  institution = {Consejo de Transporte Público},
  title       = {Proyecto: Adquisición de software de información geográfica y conformación de la base de datos con información geoespacial del levantamiento en campo de ruta regular, así como el respectivo almacenamiento y soporte en la nube},
  subtitle    = {Requerimientos técnicos y tecnológicos},
  url         = {https://www.sicop.go.cr/moduloPcont/pcont/ctract/es/CE_SCJ_GSQ003_C.jsp?isPopup=Y&contract_req_no=SC202006000736},
  file        = {:Requerimientos Técnicos y Tecnológicos.pdf:PDF},
  groups      = {Costa Rica, GTFS}
}

@booklet{tumi2022transforming,
  author = {Garcia Mejia, Itzel and Weinmann, Viviane},
  date   = {2022},
  editor = {{TUMI Management}},
  title  = {Transforming Urban Mobility: Introduction to Transport Planning for Sustainable Cities (Part 1)},
  url    = {https://www.transformative-mobility.org/assets/publications/17-01-2022_TUMI-UCL_LearnersBooklet_Part-1.pdf},
  file   = {:Transforming Urban Mobility - Introduction to Transport Planning for Sustainable Cities (Part 1).pdf:PDF},
  groups = {Transportation}
}

@inproceedings{fernandez2015driver,
  author       = {Fernandez, Susel and Ito, Takayuki},
  booktitle    = {2015 IEEE 8th International Conference on Service-Oriented Computing and Applications (SOCA)},
  date         = {2015},
  title        = {Driver behavior model based on ontology for intelligent transportation systems},
  doi          = {10.1109/soca.2015.44},
  organization = {IEEE},
  pages        = {227--231},
  url          = {https://ieeexplore.ieee.org/document/7399115},
  abstract     = {Intelligent transportation systems are a set of technological solutions used to improve the performance and safety of road transportation. A crucial element that affects road safety is driver behavior, because driver errors are usually the principal cause of traffic accidents. Therefore, understanding and modeling human driver behavior is extremely important for the safety of the road transportation. In this paper, a driver behavior model based in ontology for intelligent transportation system is proposed. The ontology will allows predicting different undesirable situations, such as traffic accidents, and road congestion, taking into account the environment information and the driver behavior.},
  file         = {:Driver Behavior Model Based on Ontology for Intelligent Transportation Systems.pdf:PDF},
  groups       = {Ontologies}
}

@article{gregor2016methodology,
  author       = {Gregor, Derlis and Toral, Sergio and Ariza, Teresa and Barrero, Federico and Gregor, Ra{\'u}l and Rodas, Jorge and Arzamendia, Mario},
  date         = {2016},
  journaltitle = {Computer Standards \& Interfaces},
  title        = {A methodology for structured ontology construction applied to intelligent transportation systems},
  doi          = {10.1016/j.csi.2015.10.002},
  pages        = {108--119},
  volume       = {47},
  file         = {:A methodology for structured ontology construction applied to intelligent transportation systems.pdf:PDF},
  groups       = {Ontologies, IPTS, Transportation},
  publisher    = {Elsevier}
}

@book{kreimeyer2011complexity,
  author    = {Kreimeyer, Matthias and Lindemann, Udo},
  date      = {2011},
  title     = {Complexity metrics in engineering design: managing the structure of design processes},
  publisher = {Springer Science \& Business Media},
  groups    = {Systems}
}

@article{haghighat2020applications,
  author       = {Haghighat, Arya Ketabchi and Ravichandra-Mouli, Varsha and Chakraborty, Pranamesh and Esfandiari, Yasaman and Arabi, Saeed and Sharma, Anuj},
  date         = {2020},
  journaltitle = {Journal of Big Data Analytics in Transportation},
  title        = {Applications of deep learning in intelligent transportation systems},
  doi          = {10.1007/s42421-020-00020-1},
  number       = {2},
  pages        = {115--145},
  volume       = {2},
  file         = {:Applications of Deep Learning in Intelligent Transportation Systems.pdf:PDF},
  groups       = {IPTS, Transportation, Machine Learning},
  publisher    = {Springer}
}

@article{huang2020technical,
  author       = {Huang, Tongge and Sharma, Anuj},
  date         = {2020},
  journaltitle = {Journal of Big Data Analytics in Transportation},
  title        = {Technical and Economic Feasibility Assessment of a Cloud-Enabled Traffic Video Analysis Framework},
  doi          = {10.1007/s42421-020-00027-8},
  number       = {3},
  pages        = {223--233},
  volume       = {2},
  file         = {:Technical and Economic Feasibility Assessment of a Cloud‑Enabled Trafc Video Analysis Framework.pdf:PDF},
  groups       = {Technologies, Transportation},
  publisher    = {Springer}
}

@article{liu2019traffic,
  author       = {Liu, Chao and Zhao, Mo and Sharma, Anuj and Sarkar, Soumik},
  date         = {2019},
  journaltitle = {Journal of Big Data Analytics in Transportation},
  title        = {Traffic dynamics exploration and incident detection using spatiotemporal graphical modeling},
  doi          = {10.1007/s42421-019-00003-x},
  number       = {1},
  pages        = {37--55},
  volume       = {1},
  groups       = {Transportation},
  publisher    = {Springer}
}

@article{wu2019monitoring,
  author       = {Wu, Laiyun and Kang, Jee Eun and Chung, Younshik and Nikolaev, Alexander},
  date         = {2019},
  journaltitle = {Journal of Big Data Analytics in Transportation},
  title        = {Monitoring multimodal travel environment using automated fare collection data: data processing and reliability analysis},
  doi          = {10.1007/s42421-019-00012-w},
  number       = {2},
  pages        = {123--146},
  volume       = {1},
  groups       = {Transportation},
  publisher    = {Springer}
}

@article{islam2019cyberinfrastructure,
  author       = {Islam, Md Johirul and Sharma, Anuj and Rajan, Hridesh},
  date         = {2019},
  journaltitle = {Journal of Big Data Analytics in Transportation},
  title        = {A cyberinfrastructure for big data transportation engineering},
  doi          = {10.1007/s42421-019-00006-8},
  number       = {1},
  pages        = {83--94},
  volume       = {1},
  groups       = {Technologies, Transportation, Big Data},
  publisher    = {Springer}
}

@online{dot2024architecture,
  author      = {{U.S. Department of Transportation}},
  date        = {2024},
  title       = {Architecture Reference for Cooperative and Intelligent Transportation (ARC-IT) v9.2},
  url         = {http://www.arc-it.net/},
  subtitle    = {The National ITS Reference Architecture},
  groups      = {Architectures, Transportation, IPTS},
  institution = {{U.S. Department of Transportation}}
}

@inbook{luckow2017data,
  author    = {Andre Luckow and Ken Kennedy},
  booktitle = {Data Analytics for Intelligent Transportation Systems},
  date      = {2017},
  title     = {Data Infrastructure for Intelligent Transportation Systems},
  chapter   = {5},
  editor    = {Mashrur Chowdhury and Amy Apon and Kakan Dey},
  isbn      = {978-0-12-809715-1},
  publisher = {Elsevier},
  file      = {:Data Analytics for Intelligent Transportation Systems/Chapter-5---Data-Infrastructure-for-Inte_2017_Data-Analytics-for-Intelligent.pdf:PDF},
  groups    = {Transportation}
}

@misc{binkley2020architecture,
  author = {Binkley, David and Lusco, Tom},
  date   = {2020-17-27},
  title  = {Architecture for Automation update},
  file   = {:Architecture for Automation update.pdf:PDF},
  groups = {Architectures}
}

@misc{dot2012taxonomy,
  author = {{United States Department of Transportation}},
  date   = {2012-12},
  title  = {Taxonomy of Intelligent Transportation Systems Applications},
  url    = {https://www.itskrs.its.dot.gov/sites/default/files/2020-10/Taxonomy.pdf},
  file   = {:US DOT Taxonomy ITS.pdf:PDF},
  groups = {Transportation, IPTS, Systems, Architectures}
}

@inbook{plale2017centrality,
  author    = {Beth Plale and Inna Kouper},
  booktitle = {Data Analytics for Intelligent Transportation Systems},
  date      = {2017},
  title     = {The Centrality of Data: Data Lifecycle and Data Pipelines},
  chapter   = {4},
  editor    = {Mashrur Chowdhury and Amy Apon and Kakan Dey},
  isbn      = {978-0-12-809715-1},
  publisher = {Elsevier},
  file      = {:Data Analytics for Intelligent Transportation Systems/Chapter-4---The-Centrality-of-Data--Data_2017_Data-Analytics-for-Intelligent.pdf:PDF},
  groups    = {Transportation, Big Data}
}

@phdthesis{dabiri2018application,
  author      = {Dabiri, Sina},
  date        = {2018-12-12},
  institution = {Virginia Polytechnic Institute and State University},
  title       = {Application of Deep Learning in Intelligent Transportation Systems},
  url         = {http://hdl.handle.net/10919/87409},
  file        = {:bib-ipts/Application of Deep Learning in Intelligent Transportation Systems.pdf:PDF},
  groups      = {IPTS, Machine Learning}
}

@article{guerrero2018sensor,
  author       = {Guerrero-Ib{\'a}{\~n}ez, Juan and Zeadally, Sherali and Contreras-Castillo, Juan},
  date         = {2018},
  journaltitle = {Sensors},
  title        = {Sensor technologies for intelligent transportation systems},
  doi          = {10.3390/s18041212},
  number       = {4},
  pages        = {1212},
  volume       = {18},
  groups       = {IPTS, Technologies, Transportation},
  publisher    = {Multidisciplinary Digital Publishing Institute}
}

@article{tubaishat2009wireless,
  author       = {Tubaishat, Malik and Zhuang, Peng and Qi, Qi and Shang, Yi},
  date         = {2009},
  journaltitle = {Wireless communications and mobile computing},
  title        = {Wireless sensor networks in intelligent transportation systems},
  doi          = {10.1002/wcm.616},
  number       = {3},
  pages        = {287--302},
  volume       = {9},
  groups       = {IPTS, Technologies},
  publisher    = {Wiley Online Library}
}

@article{yang2018intelligent,
  author       = {Yang, DianGe and Jiang, Kun and Zhao, Ding and Yu, ChunLei and Cao, Zhong and Xie, ShiChao and Xiao, ZhongYang and Jiao, XinYu and Wang, SiJia and Zhang, Kai},
  date         = {2018},
  journaltitle = {Science China Technological Sciences},
  title        = {Intelligent and connected vehicles: Current status and future perspectives},
  doi          = {10.1007/s11431-017-9338-1},
  number       = {10},
  pages        = {1446--1471},
  volume       = {61},
  file         = {:Intelligent and connected vehicles- Current status and future perspectives.pdf:PDF},
  groups       = {Transportation, Technologies},
  publisher    = {Springer}
}

@incollection{lee2008new,
  author    = {Hyunjo Lee and Nihad Karim Chowdhury and Jaewoo Chang},
  booktitle = {Lecture Notes in Computer Science},
  date      = {2008},
  title     = {A New Travel Time Prediction Method for Intelligent Transportation Systems},
  doi       = {10.1007/978-3-540-85563-7_61},
  pages     = {473--483},
  publisher = {Springer Berlin Heidelberg},
  groups    = {IPTS, Data}
}

@article{lu2021review,
  author       = {Kai Lu and Jiangtao Liu and Xuesong Zhou and Baoming Han},
  date         = {2021-05},
  journaltitle = {{IEEE} Transactions on Intelligent Transportation Systems},
  title        = {A Review of Big Data Applications in Urban Transit Systems},
  doi          = {10.1109/tits.2020.2973365},
  number       = {5},
  pages        = {2535--2552},
  volume       = {22},
  file         = {:A Review of Big Data Applications in Urban Transit Systems.pdf:PDF},
  groups       = {Transportation, Big Data},
  priority     = {prio1},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@article{tan2020robust,
  author       = {Kai Liang Tan and Anuj Sharma and Soumik Sarkar},
  date         = {2020-12},
  journaltitle = {Journal of Big Data Analytics in Transportation},
  title        = {Robust Deep Reinforcement Learning for Traffic Signal Control},
  doi          = {10.1007/s42421-020-00029-6},
  number       = {3},
  pages        = {263--274},
  volume       = {2},
  groups       = {Machine Learning},
  publisher    = {Springer Science and Business Media {LLC}}
}

@article{liu2021optimization,
  author       = {Xinyu Liu and Pascal Van Hentenryck and Xilei Zhao},
  date         = {2021-10},
  journaltitle = {Journal of Big Data Analytics in Transportation},
  title        = {Optimization Models for Estimating Transit Network Origin{\textendash}Destination Flows with Big Transit Data},
  doi          = {10.1007/s42421-021-00050-3},
  number       = {3},
  pages        = {247--262},
  volume       = {3},
  groups       = {Transportation},
  publisher    = {Springer Science and Business Media {LLC}}
}

@book{jamshidi2009systems,
  date      = {2009},
  title     = {Systems of Systems Engineering: Principles and Applications},
  doi       = {10.1201/9781420065893},
  editor    = {Jamshidi, Mo},
  publisher = {{CRC} Press},
  file      = {:Systems of Systems Engineering - Principles and Applications.pdf:PDF},
  groups    = {Systems}
}

@book{bonnema2016systems,
  author    = {G. Maarten Bonnema and Karel T. Veenvliet and Jan F. Broenink},
  date      = {2016-01},
  title     = {Systems Design and Engineering},
  doi       = {10.1201/b19135},
  publisher = {{CRC} Press},
  file      = {:Systems Design and Engineering.pdf:PDF},
  groups    = {Systems}
}

@article{baxter2011sociotechnical,
  author       = {Gordon Baxter and Ian Sommerville},
  date         = {2011-01},
  journaltitle = {Interacting with Computers},
  title        = {Socio-technical systems: From design methods to systems engineering},
  doi          = {10.1016/j.intcom.2010.07.003},
  number       = {1},
  pages        = {4--17},
  volume       = {23},
  file         = {:Socio-technical systems - From design methods to systems engineering.pdf:PDF},
  groups       = {Cybernetics, Systems},
  publisher    = {Oxford University Press ({OUP})}
}

@book{barfield1998human,
  author    = {Barfield, Woodrow and Dingus, Thomas A},
  date      = {1998},
  title     = {Human factors in intelligent transportation systems},
  doi       = {10.4324/9781315806624},
  publisher = {Psychology Press},
  file      = {:bib-ipts/Human factors in intelligent transportation systems.pdf:PDF},
  groups    = {IPTS}
}

@article{xiong2015cpss,
  author       = {Gang Xiong and Fenghua Zhu and Xiwei Liu and Xisong Dong and Wuling Huang and Songhang Chen and Kai Zhao},
  date         = {2015-07},
  journaltitle = {{IEEE}/{CAA} Journal of Automatica Sinica},
  title        = {Cyber-physical-social system in intelligent transportation},
  doi          = {10.1109/jas.2015.7152667},
  number       = {3},
  pages        = {320--333},
  volume       = {2},
  file         = {:Cyber-physical-social System in Intelligent Transportation.pdf:PDF},
  groups       = {Cybernetics, IPTS},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@article{zhou2020cpss,
  author       = {Yuchen Zhou and F. Richard Yu and Jian Chen and Yonghong Kuo},
  date         = {2020},
  journaltitle = {{IEEE} Communications Surveys {\&} Tutorials},
  title        = {Cyber-Physical-Social Systems: A State-of-the-Art Survey, Challenges and Opportunities},
  doi          = {10.1109/comst.2019.2959013},
  number       = {1},
  pages        = {389--425},
  volume       = {22},
  file         = {:Cyber-Physical-Social Systems - A State-of-the-Art Survey, Challenges and Opportunities.pdf:PDF},
  groups       = {Cybernetics},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@article{zhang2018cpss,
  author       = {Jun Jason Zhang and Fei-Yue Wang and Xiao Wang and Gang Xiong and Fenghua Zhu and Yisheng Lv and Jiachen Hou and Shuangshuang Han and Yong Yuan and Qingchun Lu and Yishi Lee},
  date         = {2018-09},
  journaltitle = {{IEEE} Transactions on Computational Social Systems},
  title        = {Cyber-Physical-Social Systems: The State of the Art and Perspectives},
  doi          = {10.1109/tcss.2018.2861224},
  number       = {3},
  pages        = {829--840},
  volume       = {5},
  file         = {:Cyber-Physical-Social Systems- The State of the Art and Perspectives.pdf:PDF},
  groups       = {Cybernetics},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@online{katsumi2016public,
  author = {Megan Katsumi},
  date   = {2016},
  editor = {{iCity Research Group}},
  title  = {Public Transit Ontology},
  url    = {https://enterpriseintegrationlab.github.io/icity/PublicTransit/doc/index-en.html},
  groups = {Ontologies, Transportation}
}

@online{nsf2021cps,
  author = {{National Science Foundation}},
  date   = {2021},
  title  = {{Cyber-Physical Systems}: Enabling a Smart and Connected World},
  url    = {https://www.nsf.gov/news/special_reports/cyber-physical/},
  groups = {Cybernetics}
}

@inproceedings{bustard2005towards,
  author    = {D. Bustard and R. Sterritt and A. Taleb-Bendiab and A. Laws and M. Randles and F. Keenan},
  booktitle = {12th {IEEE} International Conference and Workshops on the Engineering of Computer-Based Systems ({ECBS}{\textquotesingle}05)},
  date      = {2005},
  title     = {Towards a Systemic Approach to Autonomic Systems Engineering},
  doi       = {10.1109/ecbs.2005.71},
  publisher = {{IEEE}},
  groups    = {Systems}
}

@article{kroes2006treating,
  author       = {Peter Kroes and Maarten Franssen and Ibo van de Poel and Maarten Ottens},
  date         = {2006-02},
  journaltitle = {Systems Research and Behavioral Science},
  title        = {Treating socio-technical systems as engineering systems: some conceptual problems},
  doi          = {10.1002/sres.703},
  number       = {6},
  pages        = {803--814},
  volume       = {23},
  groups       = {Systems},
  publisher    = {Wiley}
}

@article{eros2014applying,
  author       = {Emily Eros and Shomik Mehndiratta and Chris Zegras and Kevin Webb and Maria C. Ochoa},
  date         = {2014-01},
  journaltitle = {Transportation Research Record: Journal of the Transportation Research Board},
  title        = {Applying the General Transit Feed Specification to the Global South},
  doi          = {10.3141/2442-06},
  number       = {1},
  pages        = {44--52},
  volume       = {2442},
  file         = {:Applying the General Transit Feed Specification to the Global South - Experiences in Mexico City, Mexico–and Beyond.pdf:PDF},
  groups       = {GTFS},
  publisher    = {{SAGE} Publications}
}

@techreport{porter2021phase,
  author      = {David Porter and David Kim and Alireza Mohseni and Pouya Barahimi and Srinivas Prabandh and Venkatesa Prasad},
  date        = {2021-01},
  institution = {School of Mechanical, Industrial and Manufacturing Engineering of Oregon State University for the Rail & Public Transit Division of Oregon Department of Transportation},
  title       = {Phase IV: Development of Transit Network Tools, Standards, and Processes},
  file        = {:Phase IV- Development of Transit Network Tools, Standards, and Processes.pdf:PDF},
  groups      = {Transportation}
}

@inbook{moreno2015new,
  author    = {Moreno, Asier and Salaberria, Itziar and López-de-Ipiña, Diego},
  booktitle = {Intelligent transport systems: technologies and applications},
  date      = {2015},
  title     = {New Approaches in User Services Development for Multimodal Trip Planning},
  chapter   = {16},
  doi       = {10.1002/9781118894774},
  editor    = {Perallos, Asier and Hernandez-Jayo, Unai and Onieva, Enrique and Zuazola, Ignacio Julio Garc{\'\i}a},
  publisher = {John Wiley \& Sons},
  groups    = {Services, IPTS}
}

@book{alam2016intelligent,
  date      = {2016},
  title     = {Intelligent Transportation Systems},
  doi       = {10.1007/978-3-319-28183-4},
  editor    = {Muhammad Alam and Joaquim Ferreira and Jos{\'{e}} Fonseca},
  publisher = {Springer International Publishing},
  subtitle  = {Dependable Vehicular Communications for Improved Road Safety},
  file      = {:bib-ipts/Intelligent Transportation Systems.pdf:PDF},
  groups    = {IPTS}
}

@techreport{w3c2007wsdl,
  author      = {Roberto Chinnici and Jean-Jacques Moreau and Arthur Ryman and Sanjiva Weerawarana},
  date        = {2007-06},
  institution = {World Wide Web Consortium},
  title       = {Web Services Description Language (WSDL) Version 2.0},
  url         = {https://www.w3.org/TR/wsdl/},
  groups      = {Ontologies}
}

@online{arc-it2021triples,
  author = {{ARC-IT v9.0}},
  date   = {2021},
  title  = {Information Flow Triples},
  url    = {http://www.arc-it.net/html/triples/triples.html},
  groups = {Architectures}
}

@online{googletransit2022descripcion,
  date   = {2022},
  editor = {{Google Transit}},
  title  = {Descripción general de GTFS estáticas},
  url    = {https://developers.google.com/transit/gtfs},
  groups = {GTFS}
}

@online{jaffe2017gtfs,
  author = {Eric Jaffe},
  date   = {2017-11-03},
  editor = {Sidewalk Labs},
  title  = {GTFS: The promise of data-driven public transit},
  url    = {https://www.sidewalklabs.com/insights/gtfs-the-promise-of-data-driven-public-transit},
  groups = {GTFS}
}

@online{worldbank2019introduction,
  date   = {2019},
  editor = {{World Bank}},
  title  = {Introduction to the General Transit Feed Specification (GTFS) and Informal Transit System Mapping},
  url    = {https://olc.worldbank.org/content/introduction-the-general-transit-feed-specification-gtfs-and-informal-transit-system-mapping},
  groups = {GTFS}
}

@online{googletransit2021realtime,
  date   = {2021},
  editor = {{Google Transit}},
  title  = {Descripción general de GTFS Realtime},
  url    = {https://developers.google.com/transit/gtfs-realtime},
  groups = {GTFS}
}

@online{mobilitydata2022gtfs,
  date   = {2022},
  editor = {{MobilityData}},
  title  = {GTFS Schedule Overview},
  url    = {https://gtfs.org/schedule/},
  groups = {GTFS}
}

@online{mobilitydata2022gtfsrt,
  date   = {2022},
  editor = {{MobilityData}},
  title  = {GTFS Realtime Overview},
  url    = {https://gtfs.org/realtime/},
  groups = {GTFS}
}

@manual{gomezmurillo2021calles,
  author       = {Gómez Murillo, David},
  date         = {2021},
  editor       = {Aymerich Pérez, Suleyka and Barquero Solano, Eduardo and Cascante Loría, Auxiliadora},
  title        = {Calles completas},
  edition      = {1},
  location     = {Costa Rica},
  number       = {1},
  organization = {Segundo Programa Red Vial Cantonal PRVC-II MOPT/BID},
  publisher    = {{Ministerio de Obras Públicas y Transportes}},
  series       = {Serie Movilidad Sostenible},
  subtitle     = {Herramientas para equipos municipales},
  file         = {:Manual 1 - Calles Completas.pdf:PDF},
  groups       = {Costa Rica}
}

@manual{gomezmurillo2021personas,
  author       = {Gómez Murillo, David},
  date         = {2021},
  editor       = {Aymerich Pérez, Suleyka and Barquero Solano, Eduardo and Cascante Loría, Auxiliadora},
  title        = {Personas usuarias viales},
  edition      = {1},
  location     = {Costa Rica},
  number       = {3},
  organization = {Segundo Programa Red Vial Cantonal PRVC-II MOPT/BID},
  publisher    = {{Ministerio de Obras Públicas y Transportes}},
  series       = {Serie Movilidad Sostenible},
  file         = {:Manual 3 - Personas Usuarias Viales.pdf:PDF},
  groups       = {Costa Rica}
}

@manual{gomezmurillo2021movilidad,
  author       = {Gómez Murillo, David},
  date         = {2021},
  editor       = {Aymerich Pérez, Suleyka and Barquero Solano, Eduardo and Cascante Loría, Auxiliadora},
  title        = {Movilidad para estudiantes},
  edition      = {1},
  location     = {Costa Rica},
  number       = {4},
  organization = {Segundo Programa Red Vial Cantonal PRVC-II MOPT/BID},
  publisher    = {{Ministerio de Obras Públicas y Transportes}},
  series       = {Serie Movilidad Sostenible},
  file         = {:Manual 4 - Movilidad para Estudiantes.pdf:PDF},
  groups       = {Costa Rica}
}

@manual{gomezmurillo2021inspecciones,
  author       = {Gómez Murillo, David},
  date         = {2021},
  editor       = {Aymerich Pérez, Suleyka and Barquero Solano, Eduardo and Cascante Loría, Auxiliadora},
  title        = {Inspecciones de seguridad vial},
  edition      = {1},
  location     = {Costa Rica},
  number       = {2},
  organization = {Segundo Programa Red Vial Cantonal PRVC-II MOPT/BID},
  publisher    = {{Ministerio de Obras Públicas y Transportes}},
  series       = {Serie Movilidad Sostenible},
  subtitle     = {Para proyectos de mejoramiento o rehabilitación en la Red Vial Cantonal},
  file         = {:Manual 2 - Inspecciones de Seguridad Vial.pdf:PDF},
  groups       = {Costa Rica}
}

@techreport{iso42010,
  author      = {{International Organization for Standardization}},
  institution = {International Organization for Standardization},
  title       = {{Systems and software engineering – Architecture description}},
  type        = {Standard},
  url         = {https://www.iso.org/standard/50508.html},
  address     = {Geneva, CH},
  file        = {:ISO\:IEC\:IEEE 42010-2011.pdf:PDF},
  groups      = {Architectures, Technologies},
  key         = {ISO/IEC/IEEE 42010:2011},
  month       = {12},
  year        = {2011}
}

@article{dickerson2020architecture,
  author       = {Dickerson, Charles and Wilkinson, Michael and Hunsicker, Eugenie and Ji, Siyuan and Li, Mole and Bernard, Yves and Bleakley, Graham and Denno, Peter},
  date         = {2020},
  journaltitle = {IEEE Systems Journal},
  title        = {Architecture definition in complex system design using model theory},
  number       = {2},
  pages        = {1847--1860},
  volume       = {15},
  groups       = {Architectures, Systems},
  publisher    = {IEEE}
}

@book{kossiakoff2020systems,
  author    = {Alexander Kossiakoff and Samuel J. Seymour and David A. Flanigan and Steven M. Biemer},
  date      = {2020-06},
  title     = {Systems Engineering Principles and Practice},
  doi       = {10.1002/9781119516699},
  publisher = {Wiley},
  file      = {:Systems Engineering - Principles and Practice.pdf:PDF},
  groups    = {Systems}
}

@article{khaitan2015design,
  author       = {Siddhartha Kumar Khaitan and James McCalley},
  date         = {2015-06},
  journaltitle = {{IEEE} Systems Journal},
  title        = {Design Techniques and Applications of Cyberphysical Systems: A Survey},
  doi          = {10.1109/jsyst.2014.2322503},
  number       = {2},
  pages        = {350--365},
  volume       = {9},
  file         = {:Design Techniques and Applications of Cyberphysical Systems - A Survey.pdf:PDF},
  groups       = {Cybernetics},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@inproceedings{elkosantini2013intelligent,
  author    = {Sabeur Elkosantini and Saber Darmoul},
  booktitle = {2013 International Conference on Advanced Logistics and Transport},
  date      = {2013-05},
  title     = {Intelligent Public Transportation Systems: A review of architectures and enabling technologies},
  doi       = {10.1109/icadlt.2013.6568465},
  publisher = {{IEEE}},
  groups    = {IPTS, Architectures}
}

@article{visan2022towards,
  author       = {Maria Visan and Sorin Lenus Negrea and Firicel Mone},
  date         = {2022},
  journaltitle = {Procedia Computer Science},
  title        = {Towards intelligent public transport systems in Smart Cities - Collaborative decisions to be made},
  doi          = {10.1016/j.procs.2022.01.155},
  pages        = {1221--1228},
  volume       = {199},
  file         = {:Towards intelligent public transport systems in Smart Cities - Collaborative decisions to be made.pdf:PDF},
  groups       = {Architectures, IPTS},
  publisher    = {Elsevier {BV}}
}

@incollection{Muthuramalingam_2018,
  author    = {S. Muthuramalingam and A. Bharathi and S. Rakesh kumar and N. Gayathri and R. Sathiyaraj and B. Balamurugan},
  booktitle = {Intelligent Systems Reference Library},
  date      = {2018-12},
  title     = {{IoT} Based Intelligent Transportation System ({IoT}-{ITS}) for Global Perspective: A Case Study},
  doi       = {10.1007/978-3-030-04203-5_13},
  pages     = {279--300},
  publisher = {Springer International Publishing},
  groups    = {IPTS, Technologies}
}

@book{2019,
  date      = {2019},
  title     = {Internet of Things and Big Data Analytics for Smart Generation},
  doi       = {10.1007/978-3-030-04203-5},
  editor    = {Valentina E. Balas and Vijender Kumar Solanki and Raghvendra Kumar and Manju Khari},
  publisher = {Springer International Publishing},
  groups    = {Big Data}
}

@article{zhao2017lstm,
  author       = {Zheng Zhao and Weihai Chen and Xingming Wu and Peter C. Y. Chen and Jingmeng Liu},
  date         = {2017-02},
  journaltitle = {{IET} Intelligent Transport Systems},
  title        = {{LSTM} network: a deep learning approach for short-term traffic forecast},
  doi          = {10.1049/iet-its.2016.0208},
  number       = {2},
  pages        = {68--75},
  volume       = {11},
  file         = {:LSTM network - a deep learning approach for short-term traffic forecast.pdf:PDF},
  groups       = {LSTM},
  publisher    = {Institution of Engineering and Technology ({IET})}
}

@article{katsumi2018ontologies,
  author       = {Megan Katsumi and Mark Fox},
  date         = {2018-04},
  journaltitle = {Transportation Research Part C: Emerging Technologies},
  title        = {Ontologies for transportation research: A survey},
  doi          = {10.1016/j.trc.2018.01.023},
  pages        = {53--82},
  volume       = {89},
  file         = {:Ontologies for transportation research - A survey.pdf:PDF},
  groups       = {Ontologies, Transportation},
  publisher    = {Elsevier {BV}}
}

@incollection{giret2018ontology,
  author    = {Adriana Giret and Vicente Julian and Carlos Carrascosa and Miguel Rebollo},
  booktitle = {Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The {PAAMS} Collection},
  date      = {2018},
  title     = {An Ontology for Sustainable Intelligent Transportation Systems},
  doi       = {10.1007/978-3-319-94779-2_33},
  pages     = {381--391},
  publisher = {Springer International Publishing},
  file      = {:An Ontology for Sustainable Intelligent Transportation Systems.pdf:PDF},
  groups    = {Ontologies}
}

@article{tizghadam2019machine,
  author       = {Ali Tizghadam and Hamzeh Khazaei and Mohammad H. Y. Moghaddam and Yasser Hassan},
  date         = {2019-06},
  journaltitle = {Journal of Advanced Transportation},
  title        = {Machine Learning in Transportation},
  doi          = {10.1155/2019/4359785},
  pages        = {1--3},
  volume       = {2019},
  groups       = {Transportation, Machine Learning},
  publisher    = {Hindawi Limited}
}

@article{luo2019spatiotemporal,
  author       = {Xianglong Luo and Danyang Li and Yu Yang and Shengrui Zhang},
  date         = {2019-02},
  journaltitle = {Journal of Advanced Transportation},
  title        = {Spatiotemporal Traffic Flow Prediction with {KNN} and {LSTM}},
  doi          = {10.1155/2019/4145353},
  pages        = {1--10},
  volume       = {2019},
  file         = {:Spatiotemporal Traffic Flow Prediction with KNN and LSTM.pdf:PDF},
  groups       = {Transportation, LSTM, Spatiotemporal},
  publisher    = {Hindawi Limited}
}

@article{zheng2014urban,
  author       = {Yu Zheng and Licia Capra and Ouri Wolfson and Hai Yang},
  date         = {2014-10},
  journaltitle = {{ACM} Transactions on Intelligent Systems and Technology},
  title        = {Urban Computing},
  doi          = {10.1145/2629592},
  number       = {3},
  pages        = {1--55},
  volume       = {5},
  file         = {:Urban Computing - Concepts, Methodologies, and Applications.pdf:PDF},
  groups       = {Technologies},
  publisher    = {Association for Computing Machinery ({ACM})}
}

@misc{staudemeyer2019understanding,
  author    = {Staudemeyer, Ralf C. and Morris, Eric Rothstein},
  date      = {2019},
  title     = {Understanding LSTM - a tutorial into Long Short-Term Memory Recurrent Neural Networks},
  doi       = {10.48550/ARXIV.1909.09586},
  copyright = {arXiv.org perpetual, non-exclusive license},
  file      = {:Understanding LSTM - a tutorial into Long Short-Term Memory Recurrent Neural Networks.pdf:PDF},
  groups    = {LSTM},
  keywords  = {Neural and Evolutionary Computing (cs.NE), Computation and Language (cs.CL), Machine Learning (cs.LG), FOS: Computer and information sciences},
  publisher = {arXiv}
}

@inproceedings{muellerbloch2015framework,
  author    = {M{\"u}ller-Bloch, Christoph and Kranz, Johann},
  booktitle = {Thirty Sixth International Conference on Information Systems},
  date      = {2015},
  title     = {A framework for rigorously identifying research gaps in qualitative literature reviews},
  groups    = {Other}
}

@article{Shin2020,
  author       = {Dong-Hoon Shin and Kyungyong Chung and Roy C. Park},
  date         = {2020},
  journaltitle = {{IEEE} Access},
  title        = {Prediction of Traffic Congestion Based on {LSTM} Through Correction of Missing Temporal and Spatial Data},
  doi          = {10.1109/access.2020.3016469},
  pages        = {150784--150796},
  volume       = {8},
  file         = {:Prediction of Traffic Congestion Based on LSTM Through Correction of Missing Temporal and Spatial Data.pdf:PDF},
  groups       = {LSTM, IPTS},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@article{abduljabbar2021short,
  author       = {Rusul Abduljabbar and Hussein Dia and Pei-Wei Tsai and Sohani Liyanage},
  date         = {2021-03},
  journaltitle = {Future Transportation},
  title        = {Short-Term Traffic Forecasting: An {LSTM} Network for Spatial-Temporal Speed Prediction},
  doi          = {10.3390/futuretransp1010003},
  number       = {1},
  pages        = {21--37},
  volume       = {1},
  file         = {:Short-Term Traffic Forecasting - An LSTM Network for Spatial-Temporal Speed Prediction.pdf:PDF},
  groups       = {LSTM},
  publisher    = {{MDPI} {AG}},
  ranking      = {rank2}
}

@article{dai2019modeling,
  author       = {Shengzhe Dai and Li Li and Zhiheng Li},
  date         = {2019},
  journaltitle = {{IEEE} Access},
  title        = {Modeling Vehicle Interactions via Modified {LSTM} Models for Trajectory Prediction},
  doi          = {10.1109/access.2019.2907000},
  pages        = {38287--38296},
  volume       = {7},
  file         = {:bib-ipts/Modeling Vehicle Interactions via Modified LSTM Models for Trajectory Prediction.pdf:PDF},
  groups       = {IPTS, LSTM},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@article{Lin2019,
  author       = {Fei Lin and Yudi Xu and Yang Yang and Hong Ma},
  date         = {2019-01},
  journaltitle = {Mathematical Problems in Engineering},
  title        = {A Spatial-Temporal Hybrid Model for Short-Term Traffic Prediction},
  doi          = {10.1155/2019/4858546},
  pages        = {1--12},
  volume       = {2019},
  file         = {:A Spatial-Temporal Hybrid Model for Short-Term Traffic Prediction.pdf:PDF},
  groups       = {Spatiotemporal, Data},
  publisher    = {Hindawi Limited}
}

@article{wang2019enhancing,
  author       = {Yuan Wang and Dongxiang Zhang and Ying Liu and Bo Dai and Loo Hay Lee},
  date         = {2019-02},
  journaltitle = {Transportation Research Part C: Emerging Technologies},
  title        = {Enhancing transportation systems via deep learning: A survey},
  doi          = {10.1016/j.trc.2018.12.004},
  pages        = {144--163},
  volume       = {99},
  file         = {:Enhancing transportation systems via deep learning - A survey.pdf:PDF},
  groups       = {Transportation, IPTS, Machine Learning},
  publisher    = {Elsevier {BV}}
}

@article{wu2022gtfs,
  author       = {Jianqing Wu and Bo Du and Zengyang Gong and Qiang Wu and Jun Shen and Luping Zhou and Chen Cai},
  date         = {2022-03},
  journaltitle = {International Journal of Transportation Science and Technology},
  title        = {A {GTFS} data acquisition and processing framework and its application to train delay prediction},
  doi          = {10.1016/j.ijtst.2022.01.005},
  file         = {:A GTFS data acquisition and processing framework and its application to train delay prediction.pdf:PDF},
  groups       = {GTFS},
  priority     = {prio1},
  publisher    = {Elsevier {BV}}
}

@article{shoman2020deep,
  author       = {Maged Shoman and Armstrong Aboah and Yaw Adu-Gyamfi},
  date         = {2020-12},
  journaltitle = {Journal of Big Data Analytics in Transportation},
  title        = {Deep Learning Framework for Predicting Bus Delays on Multiple Routes Using Heterogenous Datasets},
  doi          = {10.1007/s42421-020-00031-y},
  number       = {3},
  pages        = {275--290},
  volume       = {2},
  file         = {:Deep Learning Framework for Predicting Bus Delays on Multiple Routes Using Heterogenous Datasets.pdf:PDF},
  groups       = {IPTS, Machine Learning},
  priority     = {prio1},
  publisher    = {Springer Science and Business Media {LLC}}
}

@inproceedings{gramacki2021gtfs2vec,
  author    = {Piotr Gramacki and Szymon Wo{\'{z}}niak and Piotr Szyma{\'{n}}ski},
  booktitle = {Proceedings of the 1st {ACM} {SIGSPATIAL} International Workshop on Searching and Mining Large Collections of Geospatial Data},
  date      = {2021-11},
  title     = {gtfs2vec: Learning GTFS Embeddings for comparing Public Transport Offer in Microregions},
  doi       = {10.1145/3486640.3491392},
  publisher = {{ACM}},
  file      = {:gtfs2vec - Learning GTFS Embeddings for comparing Public Transport Offer in Microregions.pdf:PDF},
  groups    = {GTFS}
}

@inproceedings{wu2019towards,
  author    = {Jianqing Wu and Luping Zhou and Chen Cai and Fang Dong and Jun Shen and Geng Sun},
  booktitle = {2019 {IEEE} Intelligent Transportation Systems Conference ({ITSC})},
  date      = {2019-10},
  title     = {Towards a General Prediction System for the Primary Delay in Urban Railways},
  doi       = {10.1109/itsc.2019.8916868},
  publisher = {{IEEE}},
  file      = {:Towards a General Prediction System for the Primary Delay in Urban Railways.pdf:PDF},
  groups    = {IPTS}
}

@inproceedings{sun2018short,
  author    = {Fangzhou Sun and Abhishek Dubey and Chinmaya Samal and Hiba Baroud and Chetan Kulkarni},
  booktitle = {2018 {IEEE} International Conference on Smart Computing ({SMARTCOMP})},
  date      = {2018-06},
  title     = {Short-Term Transit Decision Support System Using Multi-task Deep Neural Networks},
  doi       = {10.1109/smartcomp.2018.00086},
  publisher = {{IEEE}},
  file      = {:Short-Term Transit Decision Support System Using Multi-task Deep Neural Networks.pdf:PDF},
  groups    = {Machine Learning}
}

@techreport{anaconda2021state,
  author      = {Anaconda},
  date        = {2021},
  institution = {Anaconda},
  title       = {State of Data Science 2021: On the Path to Impact},
  file        = {:State of Data Science 2021.pdf:PDF},
  groups      = {Big Data}
}

@article{watkins2011where,
  author       = {Kari Edison Watkins and Brian Ferris and Alan Borning and G. Scott Rutherford and David Layton},
  date         = {2011-10},
  journaltitle = {Transportation Research Part A: Policy and Practice},
  title        = {Where Is My Bus? Impact of mobile real-time information on the perceived and actual wait time of transit riders},
  doi          = {10.1016/j.tra.2011.06.010},
  number       = {8},
  pages        = {839--848},
  volume       = {45},
  file         = {:Where Is My Bus? Impact of mobile real-time information on the perceived and actual wait time of transit riders.pdf:PDF},
  groups       = {Transportation},
  publisher    = {Elsevier {BV}}
}

@article{lana2021data,
  author       = {Ibai La{\~{n}}a and Javier J. Sanchez-Medina and Eleni I. Vlahogianni and Javier Del Ser},
  date         = {2021-02},
  journaltitle = {Sensors},
  title        = {From Data to Actions in Intelligent Transportation Systems: A Prescription of Functional Requirements for Model Actionability},
  doi          = {10.3390/s21041121},
  number       = {4},
  pages        = {1121},
  volume       = {21},
  file         = {:From Data to Actions in Intelligent Transportation Systems - A Prescription of Functional Requirements for Model Actionability.pdf:PDF},
  groups       = {IPTS, Big Data},
  priority     = {prio1},
  publisher    = {{MDPI} {AG}}
}

@article{li2022graph,
  author       = {Can Li and Lei Bai and Wei Liu and Lina Yao and S Travis Waller},
  date         = {2022-05},
  journaltitle = {{IEEE} Transactions on Intelligent Transportation Systems},
  title        = {Graph Neural Network for Robust Public Transit Demand Prediction},
  doi          = {10.1109/tits.2020.3041234},
  number       = {5},
  pages        = {4086--4098},
  volume       = {23},
  file         = {:Graph Neural Network for Robust Public Transit Demand Prediction.pdf:PDF},
  groups       = {Transportation},
  publisher    = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@online{mbta2022gtfs,
  author = {{Massachusetts Bay Transportation Authority}},
  date   = {2022},
  title  = {GTFS Documentation},
  url    = {https://www.mbta.com/developers/gtfs},
  groups = {GTFS}
}

@incollection{bai2019passenger,
  author    = {Lei Bai and Lina Yao and Salil S. Kanhere and Zheng Yang and Jing Chu and Xianzhi Wang},
  booktitle = {Advances in Knowledge Discovery and Data Mining},
  date      = {2019},
  title     = {Passenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks},
  doi       = {10.1007/978-3-030-16145-3_3},
  pages     = {29--42},
  publisher = {Springer International Publishing},
  file      = {:bib-ipts/Passenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks.pdf:PDF},
  groups    = {IPTS}
}

@techreport{optibus2021evaluating,
  author = {{Optibus}},
  date   = {2021},
  title  = {Evaluating next-generation planning and scheduling platforms: 8 questions to ask},
  file   = {:Evaluating next-generation planning and scheduling platforms - 8 questions to ask.pdf:PDF},
  groups = {IPTS}
}

@incollection{liu2018progressive,
  author    = {Chenxi Liu and Barret Zoph and Maxim Neumann and Jonathon Shlens and Wei Hua and Li-Jia Li and Li Fei-Fei and Alan Yuille and Jonathan Huang and Kevin Murphy},
  booktitle = {Computer Vision - {ECCV} 2018},
  date      = {2018},
  title     = {Progressive Neural Architecture Search},
  doi       = {10.1007/978-3-030-01246-5_2},
  pages     = {19--35},
  publisher = {Springer International Publishing},
  file      = {:Progressive Neural Architecture Search.pdf:PDF},
  groups    = {Machine Learning}
}

@article{elsken2019neural,
  author       = {Thomas Elsken and Jan Hendrik Metzen and Frank Hutter},
  date         = {2019},
  journaltitle = {Journal of Machine Learning Research},
  title        = {Neural Architecture Search: A Survey},
  number       = {55},
  pages        = {1--21},
  url          = {http://jmlr.org/papers/v20/18-598.html},
  volume       = {20},
  file         = {:Neural Architecture Search - A Survey.pdf:PDF},
  groups       = {Machine Learning},
  priority     = {prio1}
}

@book{kochenderfer2022algorithms,
  author    = {Kochenderfer, Mykel J. and Wheeler, Tim A. and Wray, Kyle H.},
  date      = {2022},
  title     = {Algorithms for Decision Making},
  isbn      = {9780262047012},
  publisher = {MIT Press},
  url       = {https://mitpress.mit.edu/books/algorithms-decision-making},
  file      = {:Algorithms for Decision Making.pdf:PDF},
  groups    = {Big Data}
}

@article{wessel2017constructing,
  author       = {Nate Wessel and Jeff Allen and Steven Farber},
  date         = {2017-06},
  journaltitle = {Journal of Transport Geography},
  title        = {Constructing a routable retrospective transit timetable from a real-time vehicle location feed and {GTFS}},
  doi          = {10.1016/j.jtrangeo.2017.04.012},
  pages        = {92--97},
  volume       = {62},
  file         = {:Constructing a routable retrospective transit timetable from a real-time vehicle location feed and GTFS.pdf:PDF},
  groups       = {GTFS, IPTS},
  publisher    = {Elsevier {BV}}
}

@phdthesis{wu2021modeling,
  author      = {Jianqing Wu},
  date        = {2021},
  institution = {University of Wollongong, Australia},
  title       = {Modeling, Analysis, and Application of Open Traffic Data for Train Delay Prediction},
  url         = {https://ro.uow.edu.au/theses1/1200},
  file        = {:Modeling, Analysis, and Application of Open Traffic Data for Train Delay Prediction.pdf:PDF},
  groups      = {Big Data, GTFS}
}

@misc{wistuba2019survey,
  author    = {Wistuba, Martin and Rawat, Ambrish and Pedapati, Tejaswini},
  date      = {2019},
  title     = {A Survey on Neural Architecture Search},
  doi       = {10.48550/ARXIV.1905.01392},
  copyright = {arXiv.org perpetual, non-exclusive license},
  file      = {:A Survey on Neural Architecture Search.pdf:PDF},
  groups    = {Machine Learning},
  keywords  = {Machine Learning (cs.LG), Computer Vision and Pattern Recognition (cs.CV), Neural and Evolutionary Computing (cs.NE), Machine Learning (stat.ML), FOS: Computer and information sciences},
  publisher = {arXiv}
}

@collection{aresep2016transporte,
  date      = {2016-10},
  editor    = {{Autoridad Reguladora de los Servicios Públicos}},
  title     = {Transporte público: hacia una nueva institucionalidad},
  author    = {Enrique Muñoz and Paolo Varela},
  booktitle = {El usuario en el centro de la regulación},
  file      = {:Transporte público - hacia una nueva institucionalidad.pdf:PDF},
  groups    = {Costa Rica}
}

@book{antoniou2019mobility,
  date      = {2019},
  title     = {Mobility Patterns, Big Data and Transport Analytics},
  doi       = {10.1016/c2016-0-03572-6},
  editor    = {Constantinos Antoniou and Loukas Dimitriou and Francisco Pereira},
  publisher = {Elsevier},
  groups    = {Transportation, Big Data}
}

@report{caf2022inteligencia,
  author      = {{Corporación Andina de Fomento}},
  date        = {2022},
  institution = {{Corporación Andina de Fomento}},
  title       = {Inteligencia artificial para la recuperación pospandemia. Informe 3},
  groups      = {Big Data}
}

@article{semanario2019quienes,
  author       = {Daniel Salazar},
  date         = {2019-01-09},
  journaltitle = {Semanario Universidad},
  title        = {¿Quiénes controlan el transporte público del país? Negocios de familia},
  url          = {https://semanariouniversidad.com/especiales/quienes-son-los-duenos-de-los-autobuses-en-costa-rica/},
  groups       = {Costa Rica}
}

@article{ferber2009public,
  author       = {C. von Ferber and T. Holovatch and Yu. Holovatch and V. Palchykov},
  date         = {2009-03},
  journaltitle = {The European Physical Journal B},
  title        = {Public transport networks: empirical analysis and modeling},
  doi          = {10.1140/epjb/e2009-00090-x},
  number       = {2},
  pages        = {261--275},
  volume       = {68},
  file         = {:Public transport networks - empirical analysis and modeling.pdf:PDF},
  groups       = {Transportation},
  publisher    = {Springer Science and Business Media {LLC}}
}

@incollection{chondrodima2022public,
  author    = {Eva Chondrodima and Harris Georgiou and Nikos Pelekis and Yannis Theodoridis},
  booktitle = {Machine Learning, Optimization, and Data Science},
  date      = {2022},
  title     = {Public Transport Arrival Time Prediction Based on {GTFS} Data},
  doi       = {10.1007/978-3-030-95470-3_36},
  pages     = {481--495},
  publisher = {Springer International Publishing},
  file      = {:bib-ipts/Public Transport Arrival Time Prediction Based on GTFS Data.pdf:PDF},
  groups    = {GTFS, IPTS, Transportation}
}

@techreport{dot2020regional,
  author      = {{National ITS Architecture Team}},
  date        = {2020-11-05},
  institution = {Intelligent Transportation Systems Joint Program Office},
  title       = {Regional ITS Architecture Guide},
  groups      = {Architectures}
}

@techreport{dot2007systems,
  author      = {{National ITS Architecture Team}},
  date        = {2007-1},
  institution = {Department of Transportation},
  title       = {Systems Engineerging for Intelligent Transportation Systems},
  subtitle    = {An Introduction for Transportation Professionals},
  groups      = {Architectures}
}

@techreport{nasa2016systems,
  author      = {NASA},
  date        = {2016},
  institution = {NASA},
  title       = {Systems Engineering Handbook},
  groups      = {Systems}
}

@techreport{dot2022key,
  author      = {{National ITS Architecture Team}},
  date        = {2022},
  institution = {Department of Transportation},
  title       = {Key Concepts of ARC-IT},
  groups      = {Architectures}
}

@article{aapaoja2017its,
  author       = {Aki Aapaoja and Juho Kostiainen and Zulkarnain and Pekka Leviäkangas},
  date         = {2017},
  journaltitle = {Transportation Research Procedia},
  title        = {{ITS} service platform: in search of working business models and ecosystem},
  doi          = {10.1016/j.trpro.2017.05.143},
  pages        = {1781--1795},
  volume       = {25},
  file         = {:ITS service platform - in search of working business models and ecosystem.pdf:PDF},
  groups       = {Transportation},
  publisher    = {Elsevier {BV}}
}

@techreport{kpmg2022future,
  author      = {Ed Thomas and Satya Ramamurthy},
  date        = {2022-11},
  institution = {KPMG International},
  title       = {Future of public transport},
  url         = {https://home.kpmg/xx/en/home/insights/2022/11/future-of-public-transport.html},
  file        = {:Future of public transport - KPMG report:},
  groups      = {Transportation}
}

@article{wang2019data,
  author       = {Puming Wang and Laurence T. Yang and Jintao Li and Jinjun Chen and Shangqing Hu},
  date         = {2019-11},
  journaltitle = {Information Fusion},
  title        = {Data fusion in cyber-physical-social systems: State-of-the-art and perspectives},
  doi          = {10.1016/j.inffus.2018.11.002},
  pages        = {42--57},
  volume       = {51},
  file         = {:Data fusion in cyber-physical-social systems - State-of-the-art and perspectives.pdf:PDF},
  groups       = {Data, Cybernetics},
  publisher    = {Elsevier {BV}}
}

@article{chondrodima2022particle,
  author       = {Eva Chondrodima and Harris Georgiou and Nikos Pelekis and Yannis Theodoridis},
  date         = {2022-11},
  journaltitle = {International Journal of Information Management Data Insights},
  title        = {Particle swarm optimization and {RBF} neural networks for public transport arrival time prediction using {GTFS} data},
  doi          = {10.1016/j.jjimei.2022.100086},
  number       = {2},
  pages        = {100086},
  volume       = {2},
  file         = {:bib-ipts/Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data.pdf:PDF},
  groups       = {IPTS, GTFS},
  priority     = {prio1},
  publisher    = {Elsevier {BV}}
}

@misc{talusan2022designing,
  author    = {Talusan, Jose Paolo and Mukhopadhyay, Ayan and Freudberg, Dan and Dubey, Abhishek},
  date      = {2022},
  title     = {On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data},
  doi       = {10.48550/ARXIV.2210.04989},
  copyright = {arXiv.org perpetual, non-exclusive license},
  file      = {:/Users/fabian/Library/CloudStorage/Dropbox/UCR/Doctorado/Bibliografía/On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data.pdf:PDF},
  groups    = {IPTS, Machine Learning},
  keywords  = {Machine Learning (cs.LG), Computers and Society (cs.CY), FOS: Computer and information sciences, FOS: Computer and information sciences},
  publisher = {arXiv}
}

@article{shrivastava2022deep,
  author = {Arpit Shrivastava and Devesh Pratap Singh and Itisha Jain and Amit Agarwal},
  date   = {2022},
  title  = {Deep-Learning based Model for Prediction of Crowding in Public Transit System},
  file   = {:/Users/fabian/Library/CloudStorage/Dropbox/UCR/Doctorado/Bibliografía/Deep-Learning based Model for Prediction of Crowding in Public Transit System.pdf:PDF},
  groups = {Machine Learning, IPTS}
}

@report{giz2018analisis,
  author      = {Gabriela Cob and Éricka Anchía and Guillermo Chacón and Sebastián Alfaro and Alejandro Martínez and Ana Lucía Moreno and Darío Aramburo and Mayra López},
  date        = {2018-11},
  institution = {{GIZ}},
  title       = {Análisis de género del sector transporte en Costa Rica},
  type        = {resreport},
  file        = {:/Users/fabian/Library/CloudStorage/Dropbox/UCR/Doctorado/Bibliografía/Análisis de género del sector transporte en Costa Rica.pdf:PDF},
  groups      = {Costa Rica}
}

@article{rahmani2012ontology,
  author       = {Keyvan Rahmani and Vincent Thomson},
  date         = {2012-05},
  journaltitle = {Computer-Aided Design},
  title        = {Ontology based interface design and control methodology for collaborative product development},
  doi          = {10.1016/j.cad.2011.12.002},
  number       = {5},
  pages        = {432--444},
  volume       = {44},
  file         = {:bib-systems/Ontology based interface design and control methodology for collaborative product development.pdf:PDF},
  groups       = {Ontologies},
  priority     = {prio1},
  publisher    = {Elsevier {BV}}
}

@techreport{torre2015uml,
  author      = {Damiano Torre and Yvan Labiche and Marcela Genero},
  date        = {2015-08},
  institution = {Carleton University},
  title       = {UML diagram synthesis techniques: a systematic mapping study},
  file        = {:bib-systems/UML diagram synthesis techniques - a systematic mapping study.pdf:PDF},
  groups      = {Ontologies,Architectures}
}

@online{mdip2023modernizing,
  author = {{MDIP}},
  date   = {2024-05-24},
  title  = {Modernizing transit technology with open standards},
  url    = {https://www.interoperablemobility.org/},
  groups = {Transportation, GTFS}
}

 
@article{abadi2014traffic,
  author       = {Abadi, Afshin and Rajabioun, Tooraj and Ioannou, Petros A.},
  date         = {2014},
  journaltitle = {IEEE Transactions on Intelligent Transportation Systems},
  title        = {Traffic Flow Prediction for Road Transportation Networks With Limited Traffic Data},
  doi          = {10.1109/tits.2014.2337238},
  issn         = {1558-0016},
  pages        = {1--10},
  groups       = {Transportation},
  publisher    = {Institute of Electrical and Electronics Engineers (IEEE)}
}

 
@article{hoppe2023improving,
  author       = {Hoppe, Josef and Schwinger, Felix and Haeger, Henrik and Wernz, Jonas and Jarke, Matthias},
  date         = {2023},
  journaltitle = {IEEE Open Journal of Intelligent Transportation Systems},
  title        = {Improving the Prediction of Passenger Numbers in Public Transit Networks by Combining Short-Term Forecasts With Real-Time Occupancy Data},
  doi          = {10.1109/ojits.2023.3251564},
  issn         = {2687-7813},
  pages        = {153--174},
  volume       = {4},
  groups       = {IPTS},
  publisher    = {Institute of Electrical and Electronics Engineers (IEEE)}
}

@article{welch2019big,
  author       = {Welch, Timothy F. and Widita, Alyas},
  date         = {2019-05},
  journaltitle = {Transport Reviews},
  title        = {Big data in public transportation: a review of sources and methods},
  doi          = {10.1080/01441647.2019.1616849},
  issn         = {1464-5327},
  number       = {6},
  pages        = {795--818},
  volume       = {39},
  groups       = {IPTS},
  publisher    = {Informa UK Limited}
}

@article{zhang2023analysis,
  author       = {Zhang, Xike and Gao, Jiaqi},
  date         = {2023-07},
  journaltitle = {PLOS ONE},
  title        = {The analysis and solution for intercity travel behaviors during holidays in the post-epidemic era based on big data},
  doi          = {10.1371/journal.pone.0288510},
  editor       = {Cheng, Jing},
  issn         = {1932-6203},
  number       = {7},
  pages        = {e0288510},
  volume       = {18},
  publisher    = {Public Library of Science (PLoS)}
}

@article{corderoparra2018sistemas,
  author       = {Cordero Parra, Montserrat},
  date         = {2018-04-26},
  journaltitle = {Semanario Universidad},
  title        = {Sistemas inteligentes permitirán vigilancia y control del transporte público},
  url          = {https://semanariouniversidad.com/ultima-hora/sistemas-inteligentes-permitiran-vigilancia-y-control-del-transporte-publico/},
  groups       = {Costa Rica}
}

@article{cespedes2021nueva,
  author       = {José Andrés Céspedes},
  date         = {2021-07-19},
  journaltitle = {La Nación},
  title        = {Nueva app de Incofer informa sobre horas de llegada y posibles retrasos de tren},
  url          = {https://www.nacion.com/el-pais/servicios/nueva-app-de-incofer-informa-sobre-horas-de/77VIHEFUWBD5RCOTXFMAKL4XO4/story/}
}

@article{caulfield2007examination,
  author       = {Caulfield, Brian and O’Mahony, Margaret},
  date         = {2007-03},
  journaltitle = {IEEE Transactions on Intelligent Transportation Systems},
  title        = {An Examination of the Public Transport Information Requirements of Users},
  doi          = {10.1109/tits.2006.888620},
  issn         = {1524-9050},
  number       = {1},
  pages        = {21--30},
  volume       = {8},
  groups       = {IPTS},
  publisher    = {Institute of Electrical and Electronics Engineers (IEEE)}
}

@online{mdipcoalition2024mobility,
  author = {{MDIP Coalition}},
  date   = {2024-05-24},
  title  = {Mobility Data Interoperability Principles (MDIP)},
  url    = {https://www.interoperablemobility.org/}
}

@online{mobilitydata2024gtfs,
  date   = {2024},
  editor = {{MobilityData}},
  title  = {GTFS Overview},
  url    = {https://gtfs.org/},
  groups = {GTFS}
}

@online{,
  url    = {https://smartdatamodels.org/},
  groups = {Systems}
}

@online{trb2024standing,
  author = {{Transportation Research Board}},
  date   = {2024},
  title  = {Standing Committee on Transit Data - AP090},
  url    = {https://www.trb-transit-data.org/},
  groups = {Transportation}
}

@online{sdmp2024smart,
  author = {{Smart Data Models Program}},
  date   = {2024},
  title  = {Smart Data Models},
  url    = {https://smartdatamodels.org/},
  groups = {Systems}
}

@online{undrr2024common,
  author = {{United Nations Office for Disaster Risk Reduction}},
  date   = {2024},
  title  = {The Common Alerting Protocol (CAP)},
  url    = {https://www.undrr.org/early-warnings-for-all/common-alerting-protocol},
  groups = {Systems}
}

@report{deloitte2017assessing,
  author = {{Deloitte}},
  date   = {2017-07-03},
  title  = {Assessing the value of TfL's open data and digital partnerships},
  type   = {resreport},
  groups = {Transportation}
}

@article{hurley2014transit,
  author = {Hurley, Shanna},
  date   = {2014},
  title  = {Transit Signage System Design: Theory and Practice},
  groups = {Transportation}
}

@inproceedings{magginas2019campaigns,
  author       = {Magginas, Vissarion and Karatsoli, Maria and Adamos, Giannis and Nathanail, Eftihia},
  booktitle    = {Data Analytics: Paving the Way to Sustainable Urban Mobility: Proceedings of 4th Conference on Sustainable Urban Mobility (CSUM2018), 24-25 May, Skiathos Island, Greece},
  date         = {2019},
  title        = {Campaigns and awareness-raising strategies on sustainable urban mobility},
  organization = {Springer},
  pages        = {264--271}
}

@article{jevinger2023artificial,
  author       = {Jevinger, Å. and Zhao, C. and Persson, J. A. and Davidsson, P.},
  date         = {2023-11},
  journaltitle = {Public Transport},
  title        = {Artificial intelligence for improving public transport: a mapping study},
  doi          = {10.1007/s12469-023-00334-7},
  issn         = {1613-7159},
  number       = {1},
  pages        = {99--158},
  volume       = {16},
  groups       = {Transportation},
  publisher    = {Springer Science and Business Media LLC}
}

@article{pradorujas2023combining,
  author       = {Prado-Rujas, Ignacio-Iker and Serrano, Emilio and García-Dopico, Antonio and Córdoba, M. Luisa and Pérez, María S.},
  date         = {2023-03},
  journaltitle = {Information Fusion},
  title        = {Combining heterogeneous data sources for spatio-temporal mobility demand forecasting},
  doi          = {10.1016/j.inffus.2022.09.028},
  issn         = {1566-2535},
  pages        = {1--12},
  volume       = {91},
  publisher    = {Elsevier BV}
}

@article{lyu2023online,
  author       = {Lyu, Zimeng and Ororbia, Alexander and Desell, Travis},
  date         = {2023-09},
  journaltitle = {Applied Soft Computing},
  title        = {Online evolutionary neural architecture search for multivariate non-stationary time series forecasting},
  doi          = {10.1016/j.asoc.2023.110522},
  issn         = {1568-4946},
  pages        = {110522},
  volume       = {145},
  groups       = {Data},
  publisher    = {Elsevier BV}
}

@online{tumi2024open,
  author = {{Transformative Urban Mobility Initiative}},
  date   = {2024-06-04},
  title  = {Open Data Standard for Better Public Transport – The General Transit Feed Specification (GTFS)},
  url    = {https://transformative-mobility.org/open-data-standard-for-better-public-transport-the-general-transit-feed-specification-gtfs/},
  groups = {IPTS}
}

@article{ren2021comprehensive,
  author       = {Ren, Pengzhen and Xiao, Yun and Chang, Xiaojun and Huang, Po-yao and Li, Zhihui and Chen, Xiaojiang and Wang, Xin},
  date         = {2021-05},
  journaltitle = {ACM Computing Surveys},
  title        = {A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions},
  doi          = {10.1145/3447582},
  issn         = {1557-7341},
  number       = {4},
  pages        = {1--34},
  volume       = {54},
  publisher    = {Association for Computing Machinery (ACM)}
}

@inproceedings{talusan2022designinga,
  author    = {Talusan, Jose Paolo and Mukhopadhyay, Ayan and Freudberg, Dan and Dubey, Abhishek},
  booktitle = {2022 IEEE International Conference on Big Data (Big Data)},
  date      = {2022-12},
  title     = {On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data},
  doi       = {10.1109/bigdata55660.2022.10020390},
  publisher = {IEEE},
  groups    = {Machine Learning, IPTS}
}

@article{,
  groups = {Architectures}
}

@article{kotusev2018togaf,
  author       = {Kotusev, Svyatoslav},
  date         = {2018},
  journaltitle = {Communications of the Association for Information Systems},
  title        = {TOGAF-based Enterprise Architecture Practice: An Exploratory Case Study},
  doi          = {10.17705/1cais.04320},
  issn         = {1529-3181},
  pages        = {321--359},
  groups       = {Architectures},
  publisher    = {Association for Information Systems}
}

@article{hermawan2019designing,
  author       = {Hermawan, R A and Sumitra, I D},
  date         = {2019-11},
  journaltitle = {IOP Conference Series: Materials Science and Engineering},
  title        = {Designing Enterprise Architecture Using TOGAF Architecture Development Method},
  doi          = {10.1088/1757-899x/662/4/042021},
  issn         = {1757-899X},
  number       = {4},
  pages        = {042021},
  volume       = {662},
  groups       = {Architectures},
  publisher    = {IOP Publishing}
}

@conference{abarca2024estudio,
  author    = {Fabián Abarca and Araya Salazar, Marco Alejandro},
  booktitle = {6 Jornadas de Investigación de la Facultad de Ingeniería},
  date      = {2024-10},
  title     = {Estudio de la información del servicio de transporte público en Costa Rica},
  groups    = {Costa Rica}
}

@article{karimi2021leveraging,
  author       = {Karimi, Yaghoob and Haghi Kashani, Mostafa and Akbari, Mohammad and Mahdipour, Ebrahim},
  date         = {2021-06},
  journaltitle = {Concurrency and Computation: Practice and Experience},
  title        = {Leveraging big data in smart cities: A systematic review},
  doi          = {10.1002/cpe.6379},
  issn         = {1532-0634},
  number       = {21},
  volume       = {33},
  groups       = {Systems},
  publisher    = {Wiley}
}

@article{oliveira2023data,
  author       = {de Oliveira, Gabriel Gomes and Iano, Yuzo and Vaz, Gabriel Caumo and Suriyan, Kannadhasan},
  date         = {2023-04},
  journaltitle = {Discover Artificial Intelligence},
  title        = {Data collection and analysis applied to intelligent transportation systems: a case study on public transportation},
  doi          = {10.1007/s44163-023-00059-3},
  issn         = {2731-0809},
  number       = {1},
  volume       = {3},
  groups       = {IPTS},
  publisher    = {Springer Science and Business Media LLC}
}

@inproceedings{abarca2024recoleccion,
  author       = {Abarca, Fabián and Cordero, Adrián and Murillo, Edson Joao},
  booktitle    = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  date         = {2024-10-24},
  title        = {Recolección en tiempo real de datos de telemetría y rastreo en el transporte público},
  eventtitle   = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  organization = {Facultad de Ingeniería},
  publisher    = {Universidad de Costa Rica},
  groups       = {Own}
}

@inproceedings{abarca2024concentrador,
  author       = {Abarca, Fabián and Segura, David and Vargas, Josué},
  booktitle    = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  date         = {2024-10-24},
  title        = {Concentrador de datos en tiempo real para servicios de información en el transporte público},
  eventtitle   = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  organization = {Facultad de Ingeniería},
  publisher    = {Universidad de Costa Rica},
  groups       = {Own}
}

@inproceedings{abarca2024concentrador,
  author       = {Abarca, Fabián and Araya, Marco Alejandro},
  booktitle    = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  date         = {2024-10-24},
  title        = {Estudio de la información del servicio de transporte público en Costa Rica},
  eventtitle   = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  organization = {Facultad de Ingeniería},
  publisher    = {Universidad de Costa Rica},
  groups       = {Own}
}

@inproceedings{abarca2024sistema,
  author       = {Abarca, Fabián},
  booktitle    = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  date         = {2024-10-24},
  title        = {Sistema de información para las personas usuarias del transporte público en Costa Rica},
  eventtitle   = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  organization = {Facultad de Ingeniería},
  publisher    = {Universidad de Costa Rica},
  groups       = {Own}
}

@inproceedings{abarca2024system,
  author     = {Abarca, Fabián and Murillo, David and Segura, David and Vargas, Josué and Cordero, Adrián and Murillo Edson and Núñez, Gustavo and Coto, Marvin},
  booktitle  = {XLII Convención IEEE de Centroamérica y Panamá (CONCAPAN 2024)},
  date       = {2024-11-27},
  title      = {A System-Level Design for a Public Transportation Information System in Costa Rica},
  eventtitle = {VI Jornadas de Investigación de la Facultad de Ingeniería (JIFI 2024)},
  publisher  = {IEEE},
  groups     = {Own}
}

@inproceedings{abarca2024system,
  author    = {Abarca, Fabián and Murillo, David and Segura, David and Vargas, Josué and Cordero, Adrián and Murillo, Edson and Núñez, Gustavo and Coto, Marvin},
  booktitle = {XLII Convención IEEE de Centroamérica y Panamá (CONCAPAN)},
  date      = {2024-11-28},
  title     = {A System-Level Design for a Public Transportation Information System in Costa Rica},
  groups    = {Costa Rica}
}

@conference{abarca2024recoleccion,
  author     = {Abarca, Fabián and Cordero, Adrián and Murillo, Edson},
  booktitle  = {Revista Ingeniería},
  date       = {2024-10},
  title      = {Recolección en tiempo real de datos de telemetría y rastreo en el transporte público},
  eventtitle = {VI Jornadas de Investigación 2024},
  groups     = {Costa Rica}
}

@conference{abarca2024estudio,
  author     = {Abarca, Fabián and Araya, Marco},
  booktitle  = {Revista Ingeniería},
  date       = {2024-10},
  title      = {Estudio de la información del servicio de transporte público en Costa Rica},
  eventtitle = {VI Jornadas de Investigación 2024},
  groups     = {Costa Rica}
}

@article{,
  groups = {Costa Rica}
}

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