BibTeX records: Francisco C. Pereira

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@article{DBLP:journals/corr/abs-2402-11973,
  author       = {Frederik Boe H{\"{u}}ttel and
                  Christoffer Riis and
                  Filipe Rodrigues and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Bayesian Active Learning for Censored Regression},
  journal      = {CoRR},
  volume       = {abs/2402.11973},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.11973},
  doi          = {10.48550/ARXIV.2402.11973},
  eprinttype    = {arXiv},
  eprint       = {2402.11973},
  timestamp    = {Thu, 21 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-11973.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ServiziPPVBPN23,
  author       = {Valentino Servizi and
                  Dan Roland Persson and
                  Francisco C{\^{a}}mara Pereira and
                  Hannah Villadsen and
                  Per B{\ae}kgaard and
                  Inon Peled and
                  Otto Anker Nielsen},
  title        = {"Is Not the Truth the Truth?": Analyzing the Impact of User
                  Validations for Bus In/Out Detection in Smartphone-Based Surveys},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {24},
  number       = {11},
  pages        = {11905--11920},
  year         = {2023},
  url          = {https://doi.org/10.1109/TITS.2023.3291493},
  doi          = {10.1109/TITS.2023.3291493},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tits/ServiziPPVBPN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GammelliHY00P23,
  author       = {Daniele Gammelli and
                  James Harrison and
                  Kaidi Yang and
                  Marco Pavone and
                  Filipe Rodrigues and
                  Francisco C. Pereira},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Graph Reinforcement Learning for Network Control via Bi-Level Optimization},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {10587--10610},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/gammelli23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GammelliHY00P23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/ArkoudiGLP23,
  author       = {Ioanna Arkoudi and
                  Atefeh Hemmati Golsefidi and
                  Lorena Torres Lahoz and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Predicting Trip Activities and Modes Using Long Short-Term Memory
                  Models and Geospatial Representations},
  booktitle    = {25th {IEEE} International Conference on Intelligent Transportation
                  Systems, {ITSC} 2022, Macau, China, October 8-12, 2022},
  pages        = {29--35},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ITSC57777.2023.10422651},
  doi          = {10.1109/ITSC57777.2023.10422651},
  timestamp    = {Thu, 22 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itsc/ArkoudiGLP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sumob/TygesenSP0Y23,
  author       = {Mathias Niemann Tygesen and
                  Mayank Sharan and
                  Francisco C. Pereira and
                  Filipe Rodrigues and
                  Rose Yu},
  title        = {Incident congestion propagation prediction using incident reports},
  booktitle    = {Proceedings of the 1st {ACM} {SIGSPATIAL} International Workshop on
                  Sustainable Mobility, SuMob 2023, Hamburg, Germany, 13 November 2023},
  pages        = {33--42},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3615899.3627934},
  doi          = {10.1145/3615899.3627934},
  timestamp    = {Sun, 31 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sumob/TygesenSP0Y23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06418,
  author       = {Frederik Boe H{\"{u}}ttel and
                  Filipe Rodrigues and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Mind the Gap - Modelling Difference Between Censored and Uncensored
                  Electric Vehicle Charging Demand},
  journal      = {CoRR},
  volume       = {abs/2301.06418},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.06418},
  doi          = {10.48550/ARXIV.2301.06418},
  eprinttype    = {arXiv},
  eprint       = {2301.06418},
  timestamp    = {Thu, 26 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-06418.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09871,
  author       = {Lorena Torres Lahoz and
                  Francisco C{\^{a}}mara Pereira and
                  Georges Sfeir and
                  Ioanna Arkoudi and
                  Mayara Moraes Monteiro and
                  Carlos Lima Azevedo},
  title        = {Attitudes and Latent Class Choice Models using Machine learning},
  journal      = {CoRR},
  volume       = {abs/2302.09871},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.09871},
  doi          = {10.48550/ARXIV.2302.09871},
  eprinttype    = {arXiv},
  eprint       = {2302.09871},
  timestamp    = {Thu, 23 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-09871.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14833,
  author       = {Carolin Schmidt and
                  Daniele Gammelli and
                  Francisco C{\^{a}}mara Pereira and
                  Filipe Rodrigues},
  title        = {Learning to Control Autonomous Fleets from Observation via Offline
                  Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2302.14833},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.14833},
  doi          = {10.48550/ARXIV.2302.14833},
  eprinttype    = {arXiv},
  eprint       = {2302.14833},
  timestamp    = {Fri, 03 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-14833.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09129,
  author       = {Daniele Gammelli and
                  James Harrison and
                  Kaidi Yang and
                  Marco Pavone and
                  Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Graph Reinforcement Learning for Network Control via Bi-Level Optimization},
  journal      = {CoRR},
  volume       = {abs/2305.09129},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.09129},
  doi          = {10.48550/ARXIV.2305.09129},
  eprinttype    = {arXiv},
  eprint       = {2305.09129},
  timestamp    = {Wed, 24 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-09129.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10892,
  author       = {Jesper Hauch and
                  Christoffer Riis and
                  Francisco C. Pereira},
  title        = {Learning and Generalizing Polynomials in Simulation Metamodeling},
  journal      = {CoRR},
  volume       = {abs/2307.10892},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.10892},
  doi          = {10.48550/ARXIV.2307.10892},
  eprinttype    = {arXiv},
  eprint       = {2307.10892},
  timestamp    = {Wed, 26 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-10892.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03404,
  author       = {Christoffer Riis and
                  Francisco N. Antunes and
                  Tatjana Bolic and
                  G{\'{e}}rald Gurtner and
                  Andrew Cook and
                  Carlos Lima Azevedo and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Applied metamodelling for {ATM} performance simulations},
  journal      = {CoRR},
  volume       = {abs/2308.03404},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.03404},
  doi          = {10.48550/ARXIV.2308.03404},
  eprinttype    = {arXiv},
  eprint       = {2308.03404},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-03404.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10650,
  author       = {Frederik Boe H{\"{u}}ttel and
                  Filipe Rodrigues and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Deep Evidential Learning for Bayesian Quantile Regression},
  journal      = {CoRR},
  volume       = {abs/2308.10650},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.10650},
  doi          = {10.48550/ARXIV.2308.10650},
  eprinttype    = {arXiv},
  eprint       = {2308.10650},
  timestamp    = {Wed, 30 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-10650.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jos/PeledKAP22,
  author       = {Inon Peled and
                  Raghuveer Kamalakar and
                  Carlos Lima Azevedo and
                  Francisco C. Pereira},
  title        = {{QTIP:} Quick simulation-based adaptation of traffic model per incident
                  parameters},
  journal      = {J. Simulation},
  volume       = {16},
  number       = {2},
  pages        = {111--131},
  year         = {2022},
  url          = {https://doi.org/10.1080/17477778.2020.1756702},
  doi          = {10.1080/17477778.2020.1756702},
  timestamp    = {Tue, 06 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jos/PeledKAP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/JohnsenBGP22,
  author       = {Martin Johnsen and
                  Oliver Brandt and
                  Sergio Garrido and
                  Francisco C. Pereira},
  title        = {Population synthesis for urban resident modeling using deep generative
                  models},
  journal      = {Neural Comput. Appl.},
  volume       = {34},
  number       = {6},
  pages        = {4677--4692},
  year         = {2022},
  url          = {https://doi.org/10.1007/s00521-021-06622-2},
  doi          = {10.1007/S00521-021-06622-2},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nca/JohnsenBGP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/RodriguesOBP22,
  author       = {Filipe Rodrigues and
                  Nicola Ortelli and
                  Michel Bierlaire and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Bayesian Automatic Relevance Determination for Utility Function Specification
                  in Discrete Choice Models},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {23},
  number       = {4},
  pages        = {3126--3136},
  year         = {2022},
  url          = {https://doi.org/10.1109/TITS.2020.3031965},
  doi          = {10.1109/TITS.2020.3031965},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tits/RodriguesOBP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/HuttelPRP22,
  author       = {Frederik Boe H{\"{u}}ttel and
                  Inon Peled and
                  Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Modeling Censored Mobility Demand Through Censored Quantile Regression
                  Neural Networks},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {23},
  number       = {11},
  pages        = {21753--21765},
  year         = {2022},
  url          = {https://doi.org/10.1109/TITS.2022.3190194},
  doi          = {10.1109/TITS.2022.3190194},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tits/HuttelPRP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GammelliYH0PP22,
  author       = {Daniele Gammelli and
                  Kaidi Yang and
                  James Harrison and
                  Filipe Rodrigues and
                  Francisco C. Pereira and
                  Marco Pavone},
  editor       = {Aidong Zhang and
                  Huzefa Rangwala},
  title        = {Graph Meta-Reinforcement Learning for Transferable Autonomous Mobility-on-Demand},
  booktitle    = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  pages        = {2913--2923},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3534678.3539180},
  doi          = {10.1145/3534678.3539180},
  timestamp    = {Mon, 28 Aug 2023 21:17:29 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/GammelliYH0PP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10307,
  author       = {Mathias Niemann Tygesen and
                  Francisco C. Pereira and
                  Filipe Rodrigues},
  title        = {Unboxing the graph: Neural Relational Inference for Mobility Prediction},
  journal      = {CoRR},
  volume       = {abs/2201.10307},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.10307},
  eprinttype    = {arXiv},
  eprint       = {2201.10307},
  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-10307.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07147,
  author       = {Daniele Gammelli and
                  Kaidi Yang and
                  James Harrison and
                  Filipe Rodrigues and
                  Francisco C. Pereira and
                  Marco Pavone},
  title        = {Graph Meta-Reinforcement Learning for Transferable Autonomous Mobility-on-Demand},
  journal      = {CoRR},
  volume       = {abs/2202.07147},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.07147},
  eprinttype    = {arXiv},
  eprint       = {2202.07147},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-07147.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11961,
  author       = {Valentino Servizi and
                  Dan Roland Persson and
                  Francisco C. Pereira and
                  Hannah Villadsen and
                  Per B{\ae}kgaard and
                  Inon Peled and
                  Otto Anker Nielsen},
  title        = {"Is not the truth the truth?": Analyzing the Impact of User
                  Validations for Bus In/Out Detection in Smartphone-based Surveys},
  journal      = {CoRR},
  volume       = {abs/2202.11961},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.11961},
  eprinttype    = {arXiv},
  eprint       = {2202.11961},
  timestamp    = {Wed, 02 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-11961.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11962,
  author       = {Valentino Servizi and
                  Dan Roland Persson and
                  Francisco C. Pereira and
                  Hannah Villadsen and
                  Per B{\ae}kgaard and
                  Jeppe Rich and
                  Otto Anker Nielsen},
  title        = {Large Scale Passenger Detection with Smartphone/Bus Implicit Interaction
                  and Multisensory Unsupervised Cause-effect Learning},
  journal      = {CoRR},
  volume       = {abs/2202.11962},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.11962},
  eprinttype    = {arXiv},
  eprint       = {2202.11962},
  timestamp    = {Wed, 02 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-11962.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09279,
  author       = {Mingzhuang Hua and
                  Francisco C{\^{a}}mara Pereira and
                  Yu Jiang and
                  Xuewu Chen},
  title        = {Transfer learning for cross-modal demand prediction of bike-share
                  and public transit},
  journal      = {CoRR},
  volume       = {abs/2203.09279},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.09279},
  doi          = {10.48550/ARXIV.2203.09279},
  eprinttype    = {arXiv},
  eprint       = {2203.09279},
  timestamp    = {Tue, 29 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-09279.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01317,
  author       = {Vishnu Baburajan and
                  Jo{\~{a}}o de Abreu e Silva and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Open vs Closed-ended questions in attitudinal surveys - comparing,
                  combining, and interpreting using natural language processing},
  journal      = {CoRR},
  volume       = {abs/2205.01317},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.01317},
  doi          = {10.48550/ARXIV.2205.01317},
  eprinttype    = {arXiv},
  eprint       = {2205.01317},
  timestamp    = {Thu, 05 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-01317.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10186,
  author       = {Christoffer Riis and
                  Francisco N. Antunes and
                  Frederik Boe H{\"{u}}ttel and
                  Carlos Lima Azevedo and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Bayesian Active Learning with Fully Bayesian Gaussian Processes},
  journal      = {CoRR},
  volume       = {abs/2205.10186},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.10186},
  doi          = {10.48550/ARXIV.2205.10186},
  eprinttype    = {arXiv},
  eprint       = {2205.10186},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-10186.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/BaburajanSP21,
  author       = {Vishnu Baburajan and
                  Jo{\~{a}}o de Abreu e Silva and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Open-Ended Versus Closed-Ended Responses: {A} Comparison Study Using
                  Topic Modeling and Factor Analysis},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {22},
  number       = {4},
  pages        = {2123--2132},
  year         = {2021},
  url          = {https://doi.org/10.1109/TITS.2020.3040904},
  doi          = {10.1109/TITS.2020.3040904},
  timestamp    = {Thu, 05 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tits/BaburajanSP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/GammelliYH0PP21,
  author       = {Daniele Gammelli and
                  Kaidi Yang and
                  James Harrison and
                  Filipe Rodrigues and
                  Francisco C. Pereira and
                  Marco Pavone},
  title        = {Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand
                  Systems},
  booktitle    = {2021 60th {IEEE} Conference on Decision and Control (CDC), Austin,
                  TX, USA, December 14-17, 2021},
  pages        = {2996--3003},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/CDC45484.2021.9683135},
  doi          = {10.1109/CDC45484.2021.9683135},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cdc/GammelliYH0PP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01214,
  author       = {Inon Peled and
                  Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Modeling Censored Mobility Demand through Quantile Regression Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/2104.01214},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.01214},
  eprinttype    = {arXiv},
  eprint       = {2104.01214},
  timestamp    = {Mon, 12 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-01214.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11434,
  author       = {Daniele Gammelli and
                  Kaidi Yang and
                  James Harrison and
                  Filipe Rodrigues and
                  Francisco C. Pereira and
                  Marco Pavone},
  title        = {Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand
                  Systems},
  journal      = {CoRR},
  volume       = {abs/2104.11434},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.11434},
  eprinttype    = {arXiv},
  eprint       = {2104.11434},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-11434.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14716,
  author       = {Haizheng Zhang and
                  Ravi Seshadri and
                  A. Arun Prakash and
                  Constantinos Antoniou and
                  Francisco C. Pereira and
                  Moshe E. Ben{-}Akiva},
  title        = {Improving the Accuracy and Efficiency of Online Calibration for Simulation-based
                  Dynamic Traffic Assignment},
  journal      = {CoRR},
  volume       = {abs/2105.14716},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.14716},
  eprinttype    = {arXiv},
  eprint       = {2105.14716},
  timestamp    = {Sat, 31 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-14716.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10940,
  author       = {Frederik Boe H{\"{u}}ttel and
                  Inon Peled and
                  Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Deep Spatio-Temporal Forecasting of Electrical Vehicle Charging Demand},
  journal      = {CoRR},
  volume       = {abs/2106.10940},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.10940},
  eprinttype    = {arXiv},
  eprint       = {2106.10940},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-10940.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00858,
  author       = {Daniele Gammelli and
                  Yihua Wang and
                  Dennis Prak and
                  Filipe Rodrigues and
                  Stefan Minner and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts
                  for Inventory Management},
  journal      = {CoRR},
  volume       = {abs/2108.00858},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.00858},
  eprinttype    = {arXiv},
  eprint       = {2108.00858},
  timestamp    = {Thu, 05 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-00858.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12042,
  author       = {Ioanna Arkoudi and
                  Carlos Lima Azevedo and
                  Francisco C. Pereira},
  title        = {Combining Discrete Choice Models and Neural Networks through Embeddings:
                  Formulation, Interpretability and Performance},
  journal      = {CoRR},
  volume       = {abs/2109.12042},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.12042},
  eprinttype    = {arXiv},
  eprint       = {2109.12042},
  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-12042.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/MarkouRP20,
  author       = {Ioulia Markou and
                  Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Is Travel Demand Actually Deep? An Application in Event Areas Using
                  Semantic Information},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {21},
  number       = {2},
  pages        = {641--652},
  year         = {2020},
  url          = {https://doi.org/10.1109/TITS.2019.2897341},
  doi          = {10.1109/TITS.2019.2897341},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tits/MarkouRP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/RodriguesP20,
  author       = {Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Beyond Expectation: Deep Joint Mean and Quantile Regression for Spatiotemporal
                  Problems},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {12},
  pages        = {5377--5389},
  year         = {2020},
  url          = {https://doi.org/10.1109/TNNLS.2020.2966745},
  doi          = {10.1109/TNNLS.2020.2966745},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/RodriguesP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-07402,
  author       = {Daniele Gammelli and
                  Inon Peled and
                  Filipe Rodrigues and
                  Dario Pacino and
                  Haci A. Kurtaran and
                  Francisco C. Pereira},
  title        = {Estimating Latent Demand of Shared Mobility through Censored Gaussian
                  Processes},
  journal      = {CoRR},
  volume       = {abs/2001.07402},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.07402},
  eprinttype    = {arXiv},
  eprint       = {2001.07402},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-07402.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11399,
  author       = {Bojan Kostic and
                  Romain Crastes dit Sourd and
                  Stephane Hess and
                  Joachim Scheiner and
                  Christian Holz{-}Rau and
                  Francisco C. Pereira},
  title        = {Uncovering life-course patterns with causal discovery and survival
                  analysis},
  journal      = {CoRR},
  volume       = {abs/2001.11399},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.11399},
  eprinttype    = {arXiv},
  eprint       = {2001.11399},
  timestamp    = {Mon, 03 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-11399.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00922,
  author       = {Yafei Han and
                  Pericles Christopher Zegras and
                  Francisco C{\^{a}}mara Pereira and
                  Moshe E. Ben{-}Akiva},
  title        = {A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity
                  with Flexibility and Interpretability},
  journal      = {CoRR},
  volume       = {abs/2002.00922},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.00922},
  eprinttype    = {arXiv},
  eprint       = {2002.00922},
  timestamp    = {Thu, 08 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-00922.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04109,
  author       = {Inon Peled and
                  Raghuveer Kamalakar and
                  Carlos Lima Azevedo and
                  Francisco C. Pereira},
  title        = {{QTIP:} Quick simulation-based adaptation of Traffic model per Incident
                  Parameters},
  journal      = {CoRR},
  volume       = {abs/2003.04109},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.04109},
  eprinttype    = {arXiv},
  eprint       = {2003.04109},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-04109.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02739,
  author       = {Georges Sfeir and
                  Maya Abou{-}Zeid and
                  Filipe Rodrigues and
                  Francisco C{\^{a}}mara Pereira and
                  Isam Kaysi},
  title        = {Semi-nonparametric Latent Class Choice Model with a Flexible Class
                  Membership Component: {A} Mixture Model Approach},
  journal      = {CoRR},
  volume       = {abs/2007.02739},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.02739},
  eprinttype    = {arXiv},
  eprint       = {2007.02739},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-02739.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07283,
  author       = {Sergio Garrido and
                  Stanislav S. Borysov and
                  Jeppe Rich and
                  Francisco C. Pereira},
  title        = {Estimating Causal Effects with the Neural Autoregressive Density Estimator},
  journal      = {CoRR},
  volume       = {abs/2008.07283},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.07283},
  eprinttype    = {arXiv},
  eprint       = {2008.07283},
  timestamp    = {Fri, 21 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-07283.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13443,
  author       = {Inon Peled and
                  Kelvin Lee and
                  Yu Jiang and
                  Justin Dauwels and
                  Francisco C. Pereira},
  title        = {Curb Your Normality: On the Quality Requirements of Demand Prediction
                  for Dynamic Public Transport},
  journal      = {CoRR},
  volume       = {abs/2008.13443},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.13443},
  eprinttype    = {arXiv},
  eprint       = {2008.13443},
  timestamp    = {Wed, 16 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-13443.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06851,
  author       = {Martin Johnsen and
                  Oliver Brandt and
                  Sergio Garrido and
                  Francisco C. Pereira},
  title        = {Population synthesis for urban resident modeling using deep generative
                  models},
  journal      = {CoRR},
  volume       = {abs/2011.06851},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.06851},
  eprinttype    = {arXiv},
  eprint       = {2011.06851},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-06851.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/PetersenRP19,
  author       = {Niklas Christoffer Petersen and
                  Filipe Rodrigues and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Multi-output bus travel time prediction with convolutional {LSTM}
                  neural network},
  journal      = {Expert Syst. Appl.},
  volume       = {120},
  pages        = {426--435},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.eswa.2018.11.028},
  doi          = {10.1016/J.ESWA.2018.11.028},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/PetersenRP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/RodriguesMP19,
  author       = {Filipe Rodrigues and
                  Ioulia Markou and
                  Francisco C. Pereira},
  title        = {Combining time-series and textual data for taxi demand prediction
                  in event areas: {A} deep learning approach},
  journal      = {Inf. Fusion},
  volume       = {49},
  pages        = {120--129},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.inffus.2018.07.007},
  doi          = {10.1016/J.INFFUS.2018.07.007},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/inffus/RodriguesMP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpra/AntunesAPR19,
  author       = {Francisco Antunes and
                  Marco Amorim and
                  Francisco C. Pereira and
                  Bernardete Ribeiro},
  title        = {Active learning metamodeling for policy analysis: Application to an
                  emergency medical service simulator},
  journal      = {Simul. Model. Pract. Theory},
  volume       = {97},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.simpat.2019.101947},
  doi          = {10.1016/J.SIMPAT.2019.101947},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simpra/AntunesAPR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/RodriguesHP19,
  author       = {Filipe Rodrigues and
                  Kristian Henrickson and
                  Francisco C. Pereira},
  title        = {Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {20},
  number       = {2},
  pages        = {594--603},
  year         = {2019},
  url          = {https://doi.org/10.1109/TITS.2018.2817879},
  doi          = {10.1109/TITS.2018.2817879},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tits/RodriguesHP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/PeledLJDP19,
  author       = {Inon Peled and
                  Kelvin Lee and
                  Yu Jiang and
                  Justin Dauwels and
                  Francisco C. Pereira},
  title        = {Preserving Uncertainty in Demand Prediction for Autonomous Mobility
                  Services},
  booktitle    = {2019 {IEEE} Intelligent Transportation Systems Conference, {ITSC}
                  2019, Auckland, New Zealand, October 27-30, 2019},
  pages        = {3043--3048},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ITSC.2019.8916878},
  doi          = {10.1109/ITSC.2019.8916878},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/itsc/PeledLJDP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/0003PC19,
  author       = {Pedro Martins and
                  Francisco C. Pereira and
                  F. Am{\'{\i}}lcar Cardoso},
  editor       = {Tony Veale and
                  F. Am{\'{\i}}lcar Cardoso},
  title        = {The Nuts and Bolts of Conceptual Blending: Multidomain Concept Creation
                  with Divago},
  booktitle    = {Computational Creativity - The Philosophy and Engineering of Autonomously
                  Creative Systems},
  pages        = {91--119},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-319-43610-4\_5},
  doi          = {10.1007/978-3-319-43610-4\_5},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/0003PC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04571,
  author       = {Samarth Gupta and
                  Ravi Seshadri and
                  Bilge Atasoy and
                  A. Arun Prakash and
                  Francisco C. Pereira and
                  Gary Tan and
                  Moshe E. Ben{-}Akiva},
  title        = {Real-Time Predictive Control Strategy Optimization},
  journal      = {CoRR},
  volume       = {abs/1901.04571},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.04571},
  eprinttype    = {arXiv},
  eprint       = {1901.04571},
  timestamp    = {Fri, 01 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-04571.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09745,
  author       = {Inon Peled and
                  Kelvin Lee and
                  Yu Jiang and
                  Justin Dauwels and
                  Francisco C. Pereira},
  title        = {Online Framework for Demand-Responsive Stochastic Route Optimization},
  journal      = {CoRR},
  volume       = {abs/1902.09745},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.09745},
  eprinttype    = {arXiv},
  eprint       = {1902.09745},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-09745.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02791,
  author       = {Niklas Christoffer Petersen and
                  Filipe Rodrigues and
                  Francisco C{\^{a}}mara Pereira},
  title        = {Multi-output Bus Travel Time Prediction with Convolutional {LSTM}
                  Neural Network},
  journal      = {CoRR},
  volume       = {abs/1903.02791},
  year         = {2019},
  url          = {http://arxiv.org/abs/1903.02791},
  eprinttype    = {arXiv},
  eprint       = {1903.02791},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1903-02791.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03855,
  author       = {Filipe Rodrigues and
                  Nicola Ortelli and
                  Michel Bierlaire and
                  Francisco C. Pereira},
  title        = {Bayesian Automatic Relevance Determination for Utility Function Specification
                  in Discrete Choice Models},
  journal      = {CoRR},
  volume       = {abs/1906.03855},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.03855},
  eprinttype    = {arXiv},
  eprint       = {1906.03855},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-03855.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00154,
  author       = {Francisco C. Pereira},
  title        = {Rethinking travel behavior modeling representations through embeddings},
  journal      = {CoRR},
  volume       = {abs/1909.00154},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.00154},
  eprinttype    = {arXiv},
  eprint       = {1909.00154},
  timestamp    = {Wed, 18 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-00154.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07689,
  author       = {Sergio Garrido and
                  Stanislav S. Borysov and
                  Francisco C. Pereira and
                  Jeppe Rich},
  title        = {Prediction of rare feature combinations in population synthesis: Application
                  of deep generative modelling},
  journal      = {CoRR},
  volume       = {abs/1909.07689},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.07689},
  eprinttype    = {arXiv},
  eprint       = {1909.07689},
  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-07689.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11259,
  author       = {Valentino Servizi and
                  Francisco C. Pereira and
                  Marie Karen Anderson and
                  Otto Anker Nielsen},
  title        = {Mining User Behaviour from Smartphone data, a literature review},
  journal      = {CoRR},
  volume       = {abs/1912.11259},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.11259},
  eprinttype    = {arXiv},
  eprint       = {1912.11259},
  timestamp    = {Fri, 03 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-11259.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/KimGZPZB18,
  author       = {Youngsung Kim and
                  Ajinkya Ghorpade and
                  Fang Zhao and
                  Francisco C. Pereira and
                  Pericles Christopher Zegras and
                  Moshe E. Ben{-}Akiva},
  title        = {Activity Recognition for a Smartphone and Web-Based Human Mobility
                  Sensing System},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {33},
  number       = {4},
  pages        = {5--23},
  year         = {2018},
  url          = {https://doi.org/10.1109/MIS.2018.043741317},
  doi          = {10.1109/MIS.2018.043741317},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/expert/KimGZPZB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/AntunesRPG18,
  author       = {Francisco Antunes and
                  Bernardete Ribeiro and
                  Francisco C. Pereira and
                  Rui Gomes},
  title        = {Efficient Transport Simulation With Restricted Batch-Mode Active Learning},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {19},
  number       = {11},
  pages        = {3642--3651},
  year         = {2018},
  url          = {https://doi.org/10.1109/TITS.2018.2842695},
  doi          = {10.1109/TITS.2018.2842695},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tits/AntunesRPG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RodriguesP18,
  author       = {Filipe Rodrigues and
                  Francisco C. Pereira},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Deep Learning from Crowds},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {1611--1618},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11506},
  doi          = {10.1609/AAAI.V32I1.11506},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/RodriguesP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AntunesRP18,
  author       = {Francisco Antunes and
                  Bernardete Ribeiro and
                  Francisco C. Pereira},
  title        = {Active Learning for Input Space Exploration in Traffic Simulators},
  booktitle    = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
                  Rio de Janeiro, Brazil, July 8-13, 2018},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/IJCNN.2018.8489302},
  doi          = {10.1109/IJCNN.2018.8489302},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/AntunesRP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/MarkouRP18,
  author       = {Ioulia Markou and
                  Filipe Rodrigues and
                  Francisco C. Pereira},
  editor       = {Wei{-}Bin Zhang and
                  Alexandre M. Bayen and
                  Javier J. S{\'{a}}nchez Medina and
                  Matthew J. Barth},
  title        = {Real-Time Taxi Demand Prediction using data from the web},
  booktitle    = {21st International Conference on Intelligent Transportation Systems,
                  {ITSC} 2018, Maui, HI, USA, November 4-7, 2018},
  pages        = {1664--1671},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ITSC.2018.8569015},
  doi          = {10.1109/ITSC.2018.8569015},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/itsc/MarkouRP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/ZhangSPAPB18,
  author       = {Haizheng Zhang and
                  Ravi Seshadri and
                  A. Arun Prakash and
                  Constantinos Antoniou and
                  Francisco C{\^{a}}mara Pereira and
                  Moshe E. Ben{-}Akiva},
  editor       = {Wei{-}Bin Zhang and
                  Alexandre M. Bayen and
                  Javier J. S{\'{a}}nchez Medina and
                  Matthew J. Barth},
  title        = {Towards Dynamic Bayesian Networks: State Augmentation for Online Calibration
                  of {DTA} Systems},
  booktitle    = {21st International Conference on Intelligent Transportation Systems,
                  {ITSC} 2018, Maui, HI, USA, November 4-7, 2018},
  pages        = {1745--1750},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ITSC.2018.8569926},
  doi          = {10.1109/ITSC.2018.8569926},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itsc/ZhangSPAPB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/BaburajanSP18,
  author       = {Vishnu Baburajan and
                  Jo{\~{a}}o de Abreu e Silva and
                  Francisco C{\^{a}}mara Pereira},
  editor       = {Wei{-}Bin Zhang and
                  Alexandre M. Bayen and
                  Javier J. S{\'{a}}nchez Medina and
                  Matthew J. Barth},
  title        = {Opening Up the Conversation: Topic Modeling for Automated Text Analysis
                  in Travel Surveys},
  booktitle    = {21st International Conference on Intelligent Transportation Systems,
                  {ITSC} 2018, Maui, HI, USA, November 4-7, 2018},
  pages        = {3657--3661},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ITSC.2018.8569380},
  doi          = {10.1109/ITSC.2018.8569380},
  timestamp    = {Thu, 05 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/itsc/BaburajanSP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05535,
  author       = {Filipe Rodrigues and
                  Ioulia Markou and
                  Francisco C. Pereira},
  title        = {Combining time-series and textual data for taxi demand prediction
                  in event areas: a deep learning approach},
  journal      = {CoRR},
  volume       = {abs/1808.05535},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.05535},
  eprinttype    = {arXiv},
  eprint       = {1808.05535},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-05535.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05902,
  author       = {Filipe Rodrigues and
                  Mariana Louren{\c{c}}o and
                  Bernardete Ribeiro and
                  Francisco C. Pereira},
  title        = {Learning Supervised Topic Models for Classification and Regression
                  from Crowds},
  journal      = {CoRR},
  volume       = {abs/1808.05902},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.05902},
  eprinttype    = {arXiv},
  eprint       = {1808.05902},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-05902.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-06910,
  author       = {Stanislav S. Borysov and
                  Jeppe Rich and
                  Francisco C. Pereira},
  title        = {Scalable Population Synthesis with Deep Generative Modeling},
  journal      = {CoRR},
  volume       = {abs/1808.06910},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.06910},
  eprinttype    = {arXiv},
  eprint       = {1808.06910},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-06910.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08798,
  author       = {Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Beyond expectation: Deep joint mean and quantile regression for spatio-temporal
                  problems},
  journal      = {CoRR},
  volume       = {abs/1808.08798},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.08798},
  eprinttype    = {arXiv},
  eprint       = {1808.08798},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-08798.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08733,
  author       = {Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Heteroscedastic Gaussian processes for uncertainty modeling in large-scale
                  crowdsourced traffic data},
  journal      = {CoRR},
  volume       = {abs/1812.08733},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.08733},
  eprinttype    = {arXiv},
  eprint       = {1812.08733},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-08733.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08739,
  author       = {Filipe Rodrigues and
                  Kristian Henrickson and
                  Francisco C. Pereira},
  title        = {Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation},
  journal      = {CoRR},
  volume       = {abs/1812.08739},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.08739},
  eprinttype    = {arXiv},
  eprint       = {1812.08739},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-08739.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08755,
  author       = {Filipe Rodrigues and
                  Stanislav S. Borysov and
                  Bernardete Ribeiro and
                  Francisco C. Pereira},
  title        = {A Bayesian Additive Model for Understanding Public Transport Usage
                  in Special Events},
  journal      = {CoRR},
  volume       = {abs/1812.08755},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.08755},
  eprinttype    = {arXiv},
  eprint       = {1812.08755},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-08755.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/AntunesRP17,
  author       = {Francisco Antunes and
                  Bernardete Ribeiro and
                  Francisco C. Pereira},
  title        = {Probabilistic modeling and visualization for bankruptcy prediction},
  journal      = {Appl. Soft Comput.},
  volume       = {60},
  pages        = {831--843},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.asoc.2017.06.043},
  doi          = {10.1016/J.ASOC.2017.06.043},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/AntunesRP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RodriguesBRP17,
  author       = {Filipe Rodrigues and
                  Stanislav Borysov and
                  Bernardete Ribeiro and
                  Francisco C. Pereira},
  title        = {A Bayesian Additive Model for Understanding Public Transport Usage
                  in Special Events},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {39},
  number       = {11},
  pages        = {2113--2126},
  year         = {2017},
  url          = {https://doi.org/10.1109/TPAMI.2016.2635136},
  doi          = {10.1109/TPAMI.2016.2635136},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/RodriguesBRP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RodriguesLRP17,
  author       = {Filipe Rodrigues and
                  Mariana Louren{\c{c}}o and
                  Bernardete Ribeiro and
                  Francisco C. Pereira},
  title        = {Learning Supervised Topic Models for Classification and Regression
                  from Crowds},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {39},
  number       = {12},
  pages        = {2409--2422},
  year         = {2017},
  url          = {https://doi.org/10.1109/TPAMI.2017.2648786},
  doi          = {10.1109/TPAMI.2017.2648786},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/RodriguesLRP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mtits/ChaniotakisAP17,
  author       = {Emmanouil Chaniotakis and
                  Constantinos Antoniou and
                  Francisco C. Pereira},
  title        = {Enhancing resilience to disasters using social media},
  booktitle    = {5th {IEEE} International Conference on Models and Technologies for
                  Intelligent Transportation Systems, {MT-ITS} 2017, Naples, Italy,
                  June 26-28, 2017},
  pages        = {699--703},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/MTITS.2017.8005602},
  doi          = {10.1109/MTITS.2017.8005602},
  timestamp    = {Sat, 31 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mtits/ChaniotakisAP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01779,
  author       = {Filipe Rodrigues and
                  Francisco C. Pereira},
  title        = {Deep learning from crowds},
  journal      = {CoRR},
  volume       = {abs/1709.01779},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.01779},
  eprinttype    = {arXiv},
  eprint       = {1709.01779},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-01779.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ChaniotakisAP16,
  author       = {Emmanouil Chaniotakis and
                  Constantinos Antoniou and
                  Francisco C. Pereira},
  title        = {Mapping Social Media for Transportation Studies},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {31},
  number       = {6},
  pages        = {64--70},
  year         = {2016},
  url          = {https://doi.org/10.1109/MIS.2016.98},
  doi          = {10.1109/MIS.2016.98},
  timestamp    = {Sat, 31 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/expert/ChaniotakisAP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/OSullivanPZK16,
  author       = {Aidan O'Sullivan and
                  Francisco C. Pereira and
                  Jinhua Zhao and
                  Harilaos N. Koutsopoulos},
  title        = {Uncertainty in Bus Arrival Time Predictions: Treating Heteroscedasticity
                  With a Metamodel Approach},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {17},
  number       = {11},
  pages        = {3286--3296},
  year         = {2016},
  url          = {https://doi.org/10.1109/TITS.2016.2547184},
  doi          = {10.1109/TITS.2016.2547184},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tits/OSullivanPZK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/BorysovLRBP16,
  author       = {Stanislav Borysov and
                  Mariana Louren{\c{c}}o and
                  Filipe Rodrigues and
                  Alexander Balatsky and
                  Francisco C. Pereira},
  title        = {Using internet search queries to predict human mobility in social
                  events},
  booktitle    = {19th {IEEE} International Conference on Intelligent Transportation
                  Systems, {ITSC} 2016, Rio de Janeiro, Brazil, November 1-4, 2016},
  pages        = {1342--1347},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ITSC.2016.7795731},
  doi          = {10.1109/ITSC.2016.7795731},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/itsc/BorysovLRBP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jits/PereiraRB15,
  author       = {Francisco C. Pereira and
                  Filipe Rodrigues and
                  Moshe E. Ben{-}Akiva},
  title        = {Using Data From the Web to Predict Public Transport Arrivals Under
                  Special Events Scenarios},
  journal      = {J. Intell. Transp. Syst.},
  volume       = {19},
  number       = {3},
  pages        = {273--288},
  year         = {2015},
  url          = {https://doi.org/10.1080/15472450.2013.868284},
  doi          = {10.1080/15472450.2013.868284},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jits/PereiraRB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/PereiraRPB15,
  author       = {Francisco C. Pereira and
                  Filipe Rodrigues and
                  Evgheni Polisciuc and
                  Moshe E. Ben{-}Akiva},
  title        = {Why so many people? Explaining Nonhabitual Transport Overcrowding
                  With Internet Data},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {16},
  number       = {3},
  pages        = {1370--1379},
  year         = {2015},
  url          = {https://doi.org/10.1109/TITS.2014.2368119},
  doi          = {10.1109/TITS.2014.2368119},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tits/PereiraRPB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/urban/JiangARFP15,
  author       = {Shan Jiang and
                  Ana Alves and
                  Filipe Rodrigues and
                  Joseph Ferreira Jr. and
                  Francisco C. Pereira},
  title        = {Mining point-of-interest data from social networks for urban land
                  use classification and disaggregation},
  journal      = {Comput. Environ. Urban Syst.},
  volume       = {53},
  pages        = {36--46},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.compenvurbsys.2014.12.001},
  doi          = {10.1016/J.COMPENVURBSYS.2014.12.001},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/urban/JiangARFP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/RodriguesRLP15,
  author       = {Filipe Rodrigues and
                  Bernardete Ribeiro and
                  Mariana Louren{\c{c}}o and
                  Francisco C. Pereira},
  editor       = {Elizabeth Gerber and
                  Panos Ipeirotis},
  title        = {Learning Supervised Topic Models from Crowds},
  booktitle    = {Proceedings of the Third {AAAI} Conference on Human Computation and
                  Crowdsourcing, {HCOMP} 2015, November 8-11, 2015, San Diego, California,
                  {USA}},
  pages        = {160--168},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/hcomp.v3i1.13221},
  doi          = {10.1609/HCOMP.V3I1.13221},
  timestamp    = {Tue, 05 Sep 2023 11:10:11 +0200},
  biburl       = {https://dblp.org/rec/conf/hcomp/RodriguesRLP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/ZhaoGPZB15,
  author       = {Fang Zhao and
                  Ajinkya Ghorpade and
                  Francisco C. Pereira and
                  Chris Zegras and
                  Moshe E. Ben{-}Akiva},
  editor       = {Kenji Mase and
                  Marc Langheinrich and
                  Daniel Gatica{-}Perez and
                  Hans Gellersen and
                  Tanzeem Choudhury and
                  Koji Yatani},
  title        = {Quantifying mobility: pervasive technologies for transport modeling},
  booktitle    = {Proceedings of the 2015 {ACM} International Joint Conference on Pervasive
                  and Ubiquitous Computing and Proceedings of the 2015 {ACM} International
                  Symposium on Wearable Computers, UbiComp/ISWC Adjunct 2015, Osaka,
                  Japan, September 7-11, 2015},
  pages        = {1039--1044},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2800835.2800957},
  doi          = {10.1145/2800835.2800957},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/huc/ZhaoGPZB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/LuSPOAB15,
  author       = {Yang Lu and
                  Ravi Seshadri and
                  Francisco C. Pereira and
                  Aidan O'Sullivan and
                  Constantinos Antoniou and
                  Moshe E. Ben{-}Akiva},
  title        = {DynaMIT2.0: Architecture Design and Preliminary Results on Real-Time
                  Data Fusion for Traffic Prediction and Crisis Management},
  booktitle    = {{IEEE} 18th International Conference on Intelligent Transportation
                  Systems, {ITSC} 2015, Gran Canaria, Spain, September 15-18, 2015},
  pages        = {2250--2255},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ITSC.2015.363},
  doi          = {10.1109/ITSC.2015.363},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itsc/LuSPOAB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/epia/2015,
  editor       = {Francisco C. Pereira and
                  Penousal Machado and
                  Ernesto Costa and
                  Am{\'{\i}}lcar Cardoso},
  title        = {Progress in Artificial Intelligence - 17th Portuguese Conference on
                  Artificial Intelligence, {EPIA} 2015, Coimbra, Portugal, September
                  8-11, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9273},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-23485-4},
  doi          = {10.1007/978-3-319-23485-4},
  isbn         = {978-3-319-23484-7},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/2015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KimPZGZB15,
  author       = {Youngsung Kim and
                  Francisco C. Pereira and
                  Fang Zhao and
                  Ajinkya Ghorpade and
                  Pericles Christopher Zegras and
                  Moshe E. Ben{-}Akiva},
  title        = {Activity recognition for a smartphone and web based travel survey},
  journal      = {CoRR},
  volume       = {abs/1502.03634},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.03634},
  eprinttype    = {arXiv},
  eprint       = {1502.03634},
  timestamp    = {Thu, 08 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KimPZGZB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/PereiraBB14,
  author       = {Francisco C. Pereira and
                  Ana L. C. Bazzan and
                  Moshe E. Ben{-}Akiva},
  title        = {The Role of Context in Transport Prediction},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {29},
  number       = {1},
  pages        = {76--80},
  year         = {2014},
  url          = {https://doi.org/10.1109/MIS.2014.14},
  doi          = {10.1109/MIS.2014.14},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/expert/PereiraBB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijncr/LeitaoVMP14,
  author       = {Ant{\'{o}}nio Leit{\~{a}}o and
                  Adriano Vinhas and
                  Penousal Machado and
                  Francisco C{\^{a}}mara Pereira},
  title        = {A Genetic Algorithms Approach for Inverse Shortest Path Length Problems},
  journal      = {Int. J. Nat. Comput. Res.},
  volume       = {4},
  number       = {4},
  pages        = {36--54},
  year         = {2014},
  url          = {https://doi.org/10.4018/ijncr.2014100103},
  doi          = {10.4018/IJNCR.2014100103},
  timestamp    = {Thu, 25 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijncr/LeitaoVMP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RodriguesPR14,
  author       = {Filipe Rodrigues and
                  Francisco C. Pereira and
                  Bernardete Ribeiro},
  title        = {Sequence labeling with multiple annotators},
  journal      = {Mach. Learn.},
  volume       = {95},
  number       = {2},
  pages        = {165--181},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10994-013-5411-2},
  doi          = {10.1007/S10994-013-5411-2},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/RodriguesPR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/puc/GuoYP14,
  author       = {Bin Guo and
                  Zhiwen Yu and
                  Francisco C{\^{a}}mara Pereira},
  title        = {An introduction to the special issue on cross-community mining},
  journal      = {Pers. Ubiquitous Comput.},
  volume       = {18},
  number       = {2},
  pages        = {351--353},
  year         = {2014},
  url          = {https://doi.org/10.1007/s00779-013-0653-3},
  doi          = {10.1007/S00779-013-0653-3},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/puc/GuoYP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/PereiraAFB14,
  author       = {Francisco C. Pereira and
                  Constantinos Antoniou and
                  Joan Aguilar Fargas and
                  Moshe E. Ben{-}Akiva},
  title        = {A Metamodel for Estimating Error Bounds in Real-Time Traffic Prediction
                  Systems},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {15},
  number       = {3},
  pages        = {1310--1322},
  year         = {2014},
  url          = {https://doi.org/10.1109/TITS.2014.2300103},
  doi          = {10.1109/TITS.2014.2300103},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tits/PereiraAFB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icarcv/NawarathneZPL14,
  author       = {Kalan Nawarathne and
                  Fang Zhao and
                  Francisco C. Pereira and
                  Jun Luo},
  title        = {Dead reckoning on smartphones to reduce {GPS} usage},
  booktitle    = {13th International Conference on Control Automation Robotics {\&}
                  Vision, {ICARCV} 2014, Singapore, December 10-12, 2014},
  pages        = {529--534},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICARCV.2014.7064360},
  doi          = {10.1109/ICARCV.2014.7064360},
  timestamp    = {Thu, 30 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icarcv/NawarathneZPL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RodriguesPR14,
  author       = {Filipe Rodrigues and
                  Francisco C. Pereira and
                  Bernardete Ribeiro},
  title        = {Gaussian Process Classification and Active Learning with Multiple
                  Annotators},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {433--441},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/rodrigues14.html},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RodriguesPR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KimPZGZB14,
  author       = {Youngsung Kim and
                  Francisco C. Pereira and
                  Fang Zhao and
                  Ajinkya Ghorpade and
                  Pericles Christopher Zegras and
                  Moshe E. Ben{-}Akiva},
  title        = {Activity Recognition for a Smartphone Based Travel Survey Based on
                  Cross-User History Data},
  booktitle    = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
                  Stockholm, Sweden, August 24-28, 2014},
  pages        = {432--437},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICPR.2014.83},
  doi          = {10.1109/ICPR.2014.83},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/KimPZGZB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/RodriguesPR13,
  author       = {Filipe Rodrigues and
                  Francisco C. Pereira and
                  Bernardete Ribeiro},
  title        = {Learning from multiple annotators: Distinguishing good from random
                  labelers},
  journal      = {Pattern Recognit. Lett.},
  volume       = {34},
  number       = {12},
  pages        = {1428--1436},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.patrec.2013.05.012},
  doi          = {10.1016/J.PATREC.2013.05.012},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/RodriguesPR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/WuLPZB13,
  author       = {Fang{-}Jing Wu and
                  Hock Beng Lim and
                  Francisco C. Pereira and
                  Chris Zegras and
                  Moshe E. Ben{-}Akiva},
  editor       = {Chiara Petrioli and
                  Landon P. Cox and
                  Kamin Whitehouse},
  title        = {A user-centric mobility sensing system for transportation activity
                  surveys},
  booktitle    = {The 11th {ACM} Conference on Embedded Network Sensor Systems, SenSys
                  '13, Roma, Italy, November 11-15, 2013},
  pages        = {74:1--74:2},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2517351.2517395},
  doi          = {10.1145/2517351.2517395},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sensys/WuLPZB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccnc/XiaoLBPLGSCPZB12,
  author       = {Yu Xiao and
                  David Low and
                  Thusitha Bandara and
                  Parth Pathak and
                  Hock Beng Lim and
                  Devendra Goyal and
                  Jorge Santos and
                  Caitlin Doyle Cottrill and
                  Francisco C. Pereira and
                  Chris Zegras and
                  Moshe E. Ben{-}Akiva},
  title        = {Transportation activity analysis using smartphones},
  booktitle    = {2012 {IEEE} Consumer Communications and Networking Conference (CCNC),
                  Las Vegas, NV, USA, January 14-17, 2012},
  pages        = {60--61},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/CCNC.2012.6181051},
  doi          = {10.1109/CCNC.2012.6181051},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccnc/XiaoLBPLGSCPZB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pervasive/AmftMFPAPJBPP11,
  author       = {Oliver Amft and
                  Richard Medland and
                  Marcus Foth and
                  Petromil Petkov and
                  Joana Abreu and
                  Francisco C{\^{a}}mara Pereira and
                  Philip M. Johnson and
                  Robert S. Brewer and
                  James Pierce and
                  Eric Paulos},
  title        = {Smart Energy Systems},
  journal      = {{IEEE} Pervasive Comput.},
  volume       = {10},
  number       = {1},
  pages        = {63--65},
  year         = {2011},
  url          = {https://doi.org/10.1109/MPRV.2011.10},
  doi          = {10.1109/MPRV.2011.10},
  timestamp    = {Fri, 12 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pervasive/AmftMFPAPJBPP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ami/AlvesRP11,
  author       = {Ana Oliveira Alves and
                  Filipe Rodrigues and
                  Francisco C. Pereira},
  editor       = {David V. Keyson and
                  Mary Lou Maher and
                  Norbert A. Streitz and
                  Adrian David Cheok and
                  Juan Carlos Augusto and
                  Reiner Wichert and
                  Gwenn Englebienne and
                  Hamid K. Aghajan and
                  Ben J. A. Kr{\"{o}}se},
  title        = {Tagging Space from Information Extraction and Popularity of Points
                  of Interest},
  booktitle    = {Ambient Intelligence - Second International Joint Conference on AmI
                  2011, Amsterdam, The Netherlands, November 16-18, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7040},
  pages        = {115--125},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-25167-2\_13},
  doi          = {10.1007/978-3-642-25167-2\_13},
  timestamp    = {Sat, 30 Sep 2023 09:34:23 +0200},
  biburl       = {https://dblp.org/rec/conf/ami/AlvesRP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ami/AlvesPRO10,
  author       = {Ana Oliveira Alves and
                  Francisco C. Pereira and
                  Filipe Rodrigues and
                  Jo{\~{a}}o Oliveirinha},
  editor       = {Boris E. R. de Ruyter and
                  Reiner Wichert and
                  David V. Keyson and
                  Panos Markopoulos and
                  Norbert A. Streitz and
                  Monica Divitini and
                  Nikolaos Georgantas and
                  Antonio Ma{\~{n}}a G{\'{o}}mez},
  title        = {Place in Perspective: Extracting Online Information about Points of
                  Interest},
  booktitle    = {Ambient Intelligence - First International Joint Conference, AmI 2010,
                  Malaga, Spain, November 10-12, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6439},
  pages        = {61--72},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16917-5\_7},
  doi          = {10.1007/978-3-642-16917-5\_7},
  timestamp    = {Fri, 11 Jun 2021 15:56:14 +0200},
  biburl       = {https://dblp.org/rec/conf/ami/AlvesPRO10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/locweb/OliveirinhaPA10,
  author       = {Jo{\~{a}}o Oliveirinha and
                  Francisco C. Pereira and
                  Ana Alves},
  title        = {Acquiring semantic context for events from online resources},
  booktitle    = {Proceedings of the Third International Workshop on Location and the
                  Web, LocWeb 2010, Tokyo, Japan, November 29, 2010},
  pages        = {8},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1899662.1899670},
  doi          = {10.1145/1899662.1899670},
  timestamp    = {Fri, 29 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/locweb/OliveirinhaPA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pervasive/CalabresePLLR10,
  author       = {Francesco Calabrese and
                  Francisco C. Pereira and
                  Giusy Di Lorenzo and
                  Liu Liang and
                  Carlo Ratti},
  editor       = {Patrik Flor{\'{e}}en and
                  Antonio Kr{\"{u}}ger and
                  Mirjana Spasojevic},
  title        = {The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events},
  booktitle    = {Pervasive Computing, 8th International Conference, Pervasive 2010,
                  Helsinki, Finland, May 17-20, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6030},
  pages        = {22--37},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-12654-3\_2},
  doi          = {10.1007/978-3-642-12654-3\_2},
  timestamp    = {Sat, 30 Sep 2023 09:54:38 +0200},
  biburl       = {https://dblp.org/rec/conf/pervasive/CalabresePLLR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kes/AlvesAPB09,
  author       = {Ana Alves and
                  Bruno Antunes and
                  Francisco C. Pereira and
                  Carlos Bento},
  title        = {Semantic enrichment of places: Ontology learning from web},
  journal      = {Int. J. Knowl. Based Intell. Eng. Syst.},
  volume       = {13},
  number       = {1},
  pages        = {19--30},
  year         = {2009},
  url          = {https://doi.org/10.3233/KES-2009-0170},
  doi          = {10.3233/KES-2009-0170},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kes/AlvesAPB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ami/AlvesPBR09,
  author       = {Ana Oliveira Alves and
                  Francisco C. Pereira and
                  Assaf Biderman and
                  Carlo Ratti},
  editor       = {Manfred Tscheligi and
                  Boris E. R. de Ruyter and
                  Panos Markopoulos and
                  Reiner Wichert and
                  Thomas Mirlacher and
                  Alexander Meschtscherjakov and
                  Wolfgang Reitberger},
  title        = {Place Enrichment by Mining the Web},
  booktitle    = {Ambient Intelligence, European Conference, AmI 2009, Salzburg, Austria,
                  November 18-21, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5859},
  pages        = {66--77},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-05408-2\_9},
  doi          = {10.1007/978-3-642-05408-2\_9},
  timestamp    = {Wed, 01 Jul 2020 21:28:44 +0200},
  biburl       = {https://dblp.org/rec/conf/ami/AlvesPBR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/VaccariLBRPOG09,
  author       = {Andrea Vaccari and
                  Liang Liu and
                  Assaf Biderman and
                  Carlo Ratti and
                  Francisco C. Pereira and
                  Jo{\~{a}}o Oliveirinha and
                  Alexandre Gerber},
  title        = {A holistic framework for the study of urban traces and the profiling
                  of urban processes and dynamics},
  booktitle    = {12th International {IEEE} Conference on Intelligent Transportation
                  Systems, {ITSC} 2009, St. Louis, MO, USA, October 5-7, 2009},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ITSC.2009.5309518},
  doi          = {10.1109/ITSC.2009.5309518},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/itsc/VaccariLBRPOG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semco/PereiraAOB09,
  author       = {Francisco C. Pereira and
                  Ana Alves and
                  Jo{\~{a}}o Oliveirinha and
                  Assaf Biderman},
  title        = {Perspectives on Semantics of the Place from Online Resources},
  booktitle    = {Proceedings of the 3rd {IEEE} International Conference on Semantic
                  Computing {(ICSC} 2009), 14-16 September 2009, Berkeley, CA, {USA}},
  pages        = {215--220},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICSC.2009.23},
  doi          = {10.1109/ICSC.2009.23},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/semco/PereiraAOB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/LorenzoPPBRLL09,
  author       = {Giusy Di Lorenzo and
                  Fabio Pinelli and
                  Francisco C. Pereira and
                  Assaf Biderman and
                  Carlo Ratti and
                  Charles Lee and
                  Chuuhee Lee},
  title        = {An Affective Intelligent Driving Agent: Driver's Trajectory and Activities
                  Prediction},
  booktitle    = {Proceedings of the 70th {IEEE} Vehicular Technology Conference, {VTC}
                  Fall 2009, 20-23 September 2009, Anchorage, Alaska, {USA}},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/VETECF.2009.5378965},
  doi          = {10.1109/VETECF.2009.5378965},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vtc/LorenzoPPBRLL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/AntunesAP08,
  author       = {Bruno Antunes and
                  Ana Alves and
                  Francisco C. Pereira},
  editor       = {Hector Geffner and
                  Rui Prada and
                  Isabel Machado Alexandre and
                  Nuno David},
  title        = {Semantics of Place: Ontology Enrichment},
  booktitle    = {Advances in Artificial Intelligence - {IBERAMIA} 2008, 11th Ibero-American
                  Conference on AI, Lisbon, Portugal, October 14-17, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5290},
  pages        = {342--351},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-88309-8\_35},
  doi          = {10.1007/978-3-540-88309-8\_35},
  timestamp    = {Wed, 02 Aug 2023 10:13:48 +0200},
  biburl       = {https://dblp.org/rec/conf/iberamia/AntunesAP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/AlvesHPGB07,
  author       = {Ana Alves and
                  Raquel Herv{\'{a}}s and
                  Francisco C. Pereira and
                  Pablo Gerv{\'{a}}s and
                  Carlos Bento},
  editor       = {Bruno Apolloni and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Conceptual Enrichment of Locations Pointed Out by the User},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 11th
                  International Conference, {KES} 2007, {XVII} Italian Workshop on Neural
                  Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4692},
  pages        = {346--353},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74819-9\_43},
  doi          = {10.1007/978-3-540-74819-9\_43},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/AlvesHPGB07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/HervasCCGP07,
  author       = {Raquel Herv{\'{a}}s and
                  Rui Ponte Costa and
                  Hugo Costa and
                  Pablo Gerv{\'{a}}s and
                  Francisco C. Pereira},
  editor       = {Alexander F. Gelbukh and
                  Angel Fernando Kuri Morales},
  title        = {Enrichment of Automatically Generated Texts Using Metaphor},
  booktitle    = {{MICAI} 2007: Advances in Artificial Intelligence, 6th Mexican International
                  Conference on Artificial Intelligence, Aguascalientes, Mexico, November
                  4-10, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4827},
  pages        = {944--954},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-76631-5\_90},
  doi          = {10.1007/978-3-540-76631-5\_90},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/micai/HervasCCGP07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PereiraC06,
  author       = {Francisco C. Pereira and
                  Am{\'{\i}}lcar Cardoso},
  title        = {Experiments with free concept generation in Divago},
  journal      = {Knowl. Based Syst.},
  volume       = {19},
  number       = {7},
  pages        = {459--470},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.knosys.2006.04.008},
  doi          = {10.1016/J.KNOSYS.2006.04.008},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/PereiraC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GomesSPPCFB06,
  author       = {Paulo Gomes and
                  Nuno Seco and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  title        = {The importance of retrieval in creative design analogies},
  journal      = {Knowl. Based Syst.},
  volume       = {19},
  number       = {7},
  pages        = {480--488},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.knosys.2006.04.006},
  doi          = {10.1016/J.KNOSYS.2006.04.006},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/GomesSPPCFB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pdln/HervasPGC06,
  author       = {Raquel Herv{\'{a}}s and
                  Francisco C. Pereira and
                  Pablo Gerv{\'{a}}s and
                  Am{\'{\i}}lcar Cardoso},
  title        = {A Text Generation System that Uses Simple Rhetorical Figures},
  journal      = {Proces. del Leng. Natural},
  volume       = {37},
  year         = {2006},
  url          = {http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/2750/1268},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pdln/HervasPGC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/GomesSPPCFB06,
  author       = {Paulo Gomes and
                  Nuno Seco and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Xuan F. Zha and
                  Robert J. Howlett},
  title        = {An Approach to Software Design Reuse Using Case-Based Reasoning and
                  WordNet},
  booktitle    = {Integrated Intelligent Systems for Engineering Design},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {149},
  pages        = {119--134},
  publisher    = {{IOS} Press},
  year         = {2006},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=2167},
  timestamp    = {Tue, 13 Mar 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/faia/GomesSPPCFB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/GomesPPSCFB04,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  title        = {Using WordNet for case-based retrieval of {UML} models},
  journal      = {{AI} Commun.},
  volume       = {17},
  number       = {1},
  pages        = {13--23},
  year         = {2004},
  url          = {http://content.iospress.com/articles/ai-communications/aic301},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aicom/GomesPPSCFB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewcbr/SecoGP04,
  author       = {Nuno Seco and
                  Paulo Gomes and
                  Francisco C. Pereira},
  editor       = {Peter Funk and
                  Pedro A. Gonz{\'{a}}lez{-}Calero},
  title        = {Using {CBR} for Semantic Analysis of Software Specifications},
  booktitle    = {Advances in Case-Based Reasoning, 7th European Conference, {ECCBR}
                  2004, Madrid, Spain, August 30 - September 2, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3155},
  pages        = {778--792},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-28631-8\_56},
  doi          = {10.1007/978-3-540-28631-8\_56},
  timestamp    = {Mon, 15 Feb 2021 14:16:47 +0100},
  biburl       = {https://dblp.org/rec/conf/ewcbr/SecoGP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/GomesPCPSFB04,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Carreiro and
                  Paulo Paiva and
                  Nuno Seco and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Mircea Gh. Negoita and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Case-Based Adaptation for {UML} Diagram Reuse},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 8th
                  International Conference, {KES} 2004, Wellington, New Zealand, September
                  20-25, 2004. Proceedings. Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3215},
  pages        = {678--686},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30134-9\_91},
  doi          = {10.1007/978-3-540-30134-9\_91},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/GomesPCPSFB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lso/GomesPPSCFB04,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Harald Holz and
                  Grigori Melnik},
  title        = {{REBUILDER:} {A} {CBR} Approach to Knowledge Management in Software
                  Design},
  booktitle    = {Advances in Learning Software Organizations, 6th International Workshop,
                  {LSO} 2004, Banff, Canada, June 20-21, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3096},
  pages        = {31--42},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-25983-1\_4},
  doi          = {10.1007/978-3-540-25983-1\_4},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lso/GomesPPSCFB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlucs/SecoGP04,
  author       = {Nuno Seco and
                  Paulo Gomes and
                  Francisco C. Pereira},
  editor       = {Bernadette Sharp},
  title        = {Modelling Software Specifications with Case Based Reasoning},
  booktitle    = {Natural Language Understanding and Cognitive Science, Proceedings
                  of the 1st International Workshop on Natural Language Understanding
                  and Cognitive Science, {NLUCS} 2004, In conjunction with {ICEIS} 2004,
                  Porto, Portugal, April 2004},
  pages        = {135--144},
  publisher    = {{INSTICC} Press},
  year         = {2004},
  timestamp    = {Mon, 28 Jun 2004 15:31:56 +0200},
  biburl       = {https://dblp.org/rec/conf/nlucs/SecoGP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/GomesPCPSFB04,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Carreiro and
                  Paulo Paiva and
                  Nuno Seco and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Frank Maurer and
                  G{\"{u}}nther Ruhe},
  title        = {Reuse of {UML} Class Diagrams Using Case-Based Composition},
  booktitle    = {Proceedings of the Sixteenth International Conference on Software
                  Engineering {\&} Knowledge Engineering (SEKE'2004), Banff, Alberta,
                  Canada, June 20-24, 2004},
  pages        = {258--263},
  year         = {2004},
  timestamp    = {Thu, 12 Mar 2020 11:30:50 +0100},
  biburl       = {https://dblp.org/rec/conf/seke/GomesPCPSFB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/GomesPPSCFB03,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Yang Xiang and
                  Brahim Chaib{-}draa},
  title        = {Noun Sense Disambiguation with WordNet for Software Design Retrieval},
  booktitle    = {Advances in Artificial Intelligence, 16th Conference of the Canadian
                  Society for Computational Studies of Intelligence, {AI} 2003, Halifax,
                  Canada, June 11-13, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2671},
  pages        = {537--543},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-44886-1\_47},
  doi          = {10.1007/3-540-44886-1\_47},
  timestamp    = {Thu, 28 Sep 2023 12:27:05 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/GomesPPSCFB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gameon/RibeiroPMLC03,
  author       = {Paulo Ribeiro and
                  Francisco C. Pereira and
                  Bruno F. Marques and
                  Bruno Leit{\~{a}}o and
                  Am{\'{\i}}lcar Cardoso},
  editor       = {Quasim H. Mehdi and
                  Norman E. Gough and
                  St{\'{e}}phane Natkin},
  title        = {A Model for Creativity in Creature Generation},
  booktitle    = {4th International Conference on Intelligent Games and Simulation {(GAME-ON}
                  2003), 19-21 November 2003, London, {UK}},
  pages        = {175},
  publisher    = {{EUROSIS}},
  year         = {2003},
  timestamp    = {Thu, 23 Mar 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gameon/RibeiroPMLC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/GomesPCPSFB03,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Carreiro and
                  Paulo Paiva and
                  Nuno Seco and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Kevin D. Ashley and
                  Derek G. Bridge},
  title        = {Solution Verification in Software Design: {A} {CBR} Approach},
  booktitle    = {Case-Based Reasoning Research and Development, 5th International Conference
                  on Case-Based Reasoning, {ICCBR} 2003, Trondheim, Norway, June 23-26,
                  2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2689},
  pages        = {171--185},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-45006-8\_16},
  doi          = {10.1007/3-540-45006-8\_16},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccbr/GomesPCPSFB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/GomesPPSCFB03,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Kevin D. Ashley and
                  Derek G. Bridge},
  title        = {Evaluation of Case-Based Maintenance Strategies in Software Design},
  booktitle    = {Case-Based Reasoning Research and Development, 5th International Conference
                  on Case-Based Reasoning, {ICCBR} 2003, Trondheim, Norway, June 23-26,
                  2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2689},
  pages        = {186--200},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-45006-8\_17},
  doi          = {10.1007/3-540-45006-8\_17},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccbr/GomesPPSCFB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/GomesPPSCFB03,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  title        = {Selection and Reuse of Software Design Patterns Using {CBR} and WordNet},
  booktitle    = {Proceedings of the Fifteenth International Conference on Software
                  Engineering {\&} Knowledge Engineering (SEKE'2003), Hotel Sofitel,
                  San Francisco Bay, CA, USA, July 1-3, 2003},
  pages        = {289--296},
  year         = {2003},
  timestamp    = {Fri, 18 Feb 2005 13:16:38 +0100},
  biburl       = {https://dblp.org/rec/conf/seke/GomesPPSCFB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/GomesPPSCFB03a,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  title        = {Case-Based Reuse of {UML} Diagrams},
  booktitle    = {Proceedings of the Fifteenth International Conference on Software
                  Engineering {\&} Knowledge Engineering (SEKE'2003), Hotel Sofitel,
                  San Francisco Bay, CA, USA, July 1-3, 2003},
  pages        = {335--339},
  year         = {2003},
  timestamp    = {Fri, 18 Feb 2005 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/seke/GomesPPSCFB03a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aics/GomesPSPCFB02,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Nuno Seco and
                  Paulo Paiva and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Michael O'Neill and
                  Richard F. E. Sutcliffe and
                  Conor Ryan and
                  Malachy Eaton and
                  Niall Griffith},
  title        = {Combining Case-Based Reasoning and Analogical Reasoning in Software
                  Design},
  booktitle    = {Artificial Intelligence and Cognitive Science, 13th Irish International
                  Conference, {AICS} 2002, Limerick, Ireland, September 12-13, 2002,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2464},
  pages        = {183--189},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45750-X\_24},
  doi          = {10.1007/3-540-45750-X\_24},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aics/GomesPSPCFB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GomesPPSCFB02,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Frank van Harmelen},
  title        = {Case Retrieval of Software Designs using WordNet},
  booktitle    = {Proceedings of the 15th European Conference on Artificial Intelligence,
                  ECAI'2002, Lyon, France, July 2002},
  pages        = {245--249},
  publisher    = {{IOS} Press},
  year         = {2002},
  timestamp    = {Mon, 03 Jan 2022 07:50:19 +0100},
  biburl       = {https://dblp.org/rec/conf/ecai/GomesPPSCFB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewcbr/GomesPPSCFB02,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Susan Craw and
                  Alun D. Preece},
  title        = {Experiments on Case-Based Retrieval of Software Designs},
  booktitle    = {Advances in Case-Based Reasoning, 6th European Conference, {ECCBR}
                  2002 Aberdeen, Scotland, UK, September 4-7, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2416},
  pages        = {118--132},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-46119-1\_10},
  doi          = {10.1007/3-540-46119-1\_10},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ewcbr/GomesPPSCFB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewcbr/GomesPPSCFB02a,
  author       = {Paulo Gomes and
                  Francisco C. Pereira and
                  Paulo Paiva and
                  Nuno Seco and
                  Paulo Carreiro and
                  Jos{\'{e}} Lu{\'{\i}}s Ferreira and
                  Carlos Bento},
  editor       = {Susan Craw and
                  Alun D. Preece},
  title        = {Using {CBR} for Automation of Software Design Patterns},
  booktitle    = {Advances in Case-Based Reasoning, 6th European Conference, {ECCBR}
                  2002 Aberdeen, Scotland, UK, September 4-7, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2416},
  pages        = {534--548},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-46119-1\_39},
  doi          = {10.1007/3-540-46119-1\_39},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ewcbr/GomesPPSCFB02a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/01/CardosoCMPG01,
  author       = {Am{\'{\i}}lcar Cardoso and
                  Ernesto Costa and
                  Penousal Machado and
                  Francisco C. Pereira and
                  Paulo Gomes},
  editor       = {Sankar K. Pal and
                  Tharam S. Dillon and
                  Daniel S. Yeung},
  title        = {An Architecture for Hybrid Creative Reasoning},
  booktitle    = {Soft Computing in Case Based Reasoning},
  pages        = {147--177},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/978-1-4471-0687-6\_7},
  doi          = {10.1007/978-1-4471-0687-6\_7},
  timestamp    = {Wed, 17 Jul 2019 13:42:22 +0200},
  biburl       = {https://dblp.org/rec/books/sp/01/CardosoCMPG01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/diagrams/PereiraC00,
  author       = {Francisco C. Pereira and
                  Am{\'{\i}}lcar Cardoso},
  editor       = {Michael Anderson and
                  Peter C.{-}H. Cheng and
                  Volker Haarslev},
  title        = {Clouds: {A} Module for Automatic Learning of Concept Maps},
  booktitle    = {Theory and Application of Diagrams, First International Conference,
                  Diagrams 2000, Edinburgh, Scotland, UK, September 1-3, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1889},
  pages        = {468--470},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-44590-0\_38},
  doi          = {10.1007/3-540-44590-0\_38},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/diagrams/PereiraC00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Pereira98,
  author       = {Francisco C. Pereira},
  editor       = {Henri Prade},
  title        = {Modelling Divergent Production: {A} multi-domain approach},
  booktitle    = {13th European Conference on Artificial Intelligence, Brighton, UK,
                  August 23-28 1998, Proceedings.},
  pages        = {131--132},
  publisher    = {John Wiley and Sons},
  year         = {1998},
  timestamp    = {Wed, 31 Jul 2019 08:45:03 +0200},
  biburl       = {https://dblp.org/rec/conf/ecai/Pereira98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/PereiraMC98,
  author       = {Francisco C. Pereira and
                  Penousal Machado and
                  Am{\'{\i}}lcar Cardoso},
  editor       = {Fl{\'{a}}vio Moreira de Oliveira},
  title        = {Darwinci: Creating Bridges to Creativity},
  booktitle    = {Advances in Artificial Intelligence, 14th Brazilian Symposium on Artificial
                  Intelligence, {SBIA} '98, Porto Alegre, Brazil, November 4-6, 1998,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1515},
  pages        = {239--248},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/10692710\_25},
  doi          = {10.1007/10692710\_25},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sbia/PereiraMC98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccbr/MacedoPGC97,
  author       = {Lu{\'{\i}}s Macedo and
                  Francisco C. Pereira and
                  Carlos Grilo and
                  Am{\'{\i}}lcar Cardoso},
  editor       = {David B. Leake and
                  Enric Plaza},
  title        = {Experimental Study of a Similarity Metric for Retrieving Pieces from
                  Structured Plan Cases: Its Role in the Originality of Plan Case Solutions},
  booktitle    = {Case-Based Reasoning Research and Development, Second International
                  Conference, ICCBR-97, Providence, Rhode Island, USA, July 25-27, 1997,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1266},
  pages        = {575--586},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/3-540-63233-6\_526},
  doi          = {10.1007/3-540-63233-6\_526},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccbr/MacedoPGC97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/time/PereiraGMC97,
  author       = {Francisco C. Pereira and
                  Carlos Grilo and
                  Lu{\'{\i}}s Macedo and
                  Am{\'{\i}}lcar Cardoso},
  title        = {A Structured Framework for Representing Time in a Generative Composition
                  System},
  booktitle    = {4th International Workshop on Temporal Representation and Reasoning,
                  {TIME} '97, Daytona Beach, Florida, USA, May 10-11, 1997},
  pages        = {168--174},
  publisher    = {{IEEE} Computer Society},
  year         = {1997},
  url          = {https://doi.org/10.1109/TIME.1997.600799},
  doi          = {10.1109/TIME.1997.600799},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/time/PereiraGMC97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewcbr/MacedoPGC96,
  author       = {Lu{\'{\i}}s Macedo and
                  Francisco C. Pereira and
                  Carlos Grilo and
                  Am{\'{\i}}lcar Cardoso},
  editor       = {Ian F. C. Smith and
                  Boi Faltings},
  title        = {Plans as Structured Networks of Hierarchically and Temporally Related
                  Case Pieces},
  booktitle    = {Advances in Case-Based Reasoning, Third European Workshop, EWCBR-96,
                  Lausanne, Switzerland, November 14-16, 1996, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1168},
  pages        = {234--248},
  publisher    = {Springer},
  year         = {1996},
  url          = {https://doi.org/10.1007/BFb0020614},
  doi          = {10.1007/BFB0020614},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ewcbr/MacedoPGC96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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