Francisco C. Pereira
Orcid: 0000-0001-5457-9909
According to our database1,
Francisco C. Pereira
authored at least 122 papers
between 1996 and 2024.
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Bibliography
2024
2023
"Is Not the Truth the Truth?": Analyzing the Impact of User Validations for Bus In/Out Detection in Smartphone-Based Surveys.
IEEE Trans. Intell. Transp. Syst., November, 2023
Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning.
CoRR, 2023
Mind the Gap - Modelling Difference Between Censored and Uncensored Electric Vehicle Charging Demand.
CoRR, 2023
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility, 2023
Predicting Trip Activities and Modes Using Long Short-Term Memory Models and Geospatial Representations.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models.
IEEE Trans. Intell. Transp. Syst., 2022
Modeling Censored Mobility Demand Through Censored Quantile Regression Neural Networks.
IEEE Trans. Intell. Transp. Syst., 2022
Neural Comput. Appl., 2022
J. Simulation, 2022
Open vs Closed-ended questions in attitudinal surveys - comparing, combining, and interpreting using natural language processing.
CoRR, 2022
Transfer learning for cross-modal demand prediction of bike-share and public transit.
CoRR, 2022
Large Scale Passenger Detection with Smartphone/Bus Implicit Interaction and Multisensory Unsupervised Cause-effect Learning.
CoRR, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
2021
Open-Ended Versus Closed-Ended Responses: A Comparison Study Using Topic Modeling and Factor Analysis.
IEEE Trans. Intell. Transp. Syst., 2021
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance.
CoRR, 2021
Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management.
CoRR, 2021
Improving the Accuracy and Efficiency of Online Calibration for Simulation-based Dynamic Traffic Assignment.
CoRR, 2021
CoRR, 2021
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
Beyond Expectation: Deep Joint Mean and Quantile Regression for Spatiotemporal Problems.
IEEE Trans. Neural Networks Learn. Syst., 2020
Is Travel Demand Actually Deep? An Application in Event Areas Using Semantic Information.
IEEE Trans. Intell. Transp. Syst., 2020
Curb Your Normality: On the Quality Requirements of Demand Prediction for Dynamic Public Transport.
CoRR, 2020
CoRR, 2020
Semi-nonparametric Latent Class Choice Model with a Flexible Class Membership Component: A Mixture Model Approach.
CoRR, 2020
A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability.
CoRR, 2020
CoRR, 2020
CoRR, 2020
2019
IEEE Trans. Intell. Transp. Syst., 2019
Active learning metamodeling for policy analysis: Application to an emergency medical service simulator.
Simul. Model. Pract. Theory, 2019
Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach.
Inf. Fusion, 2019
Expert Syst. Appl., 2019
Prediction of rare feature combinations in population synthesis: Application of deep generative modelling.
CoRR, 2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the Computational Creativity, 2019
2018
IEEE Trans. Intell. Transp. Syst., 2018
IEEE Intell. Syst., 2018
Heteroscedastic Gaussian processes for uncertainty modeling in large-scale crowdsourced traffic data.
CoRR, 2018
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems.
CoRR, 2018
Towards Dynamic Bayesian Networks: State Augmentation for Online Calibration of DTA Systems.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Opening Up the Conversation: Topic Modeling for Automated Text Analysis in Travel Surveys.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
A Bayesian Additive Model for Understanding Public Transport Usage in Special Events.
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Appl. Soft Comput., 2017
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017
2016
Uncertainty in Bus Arrival Time Predictions: Treating Heteroscedasticity With a Metamodel Approach.
IEEE Trans. Intell. Transp. Syst., 2016
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016
2015
Mining point-of-interest data from social networks for urban land use classification and disaggregation.
Comput. Environ. Urban Syst., 2015
Why so many people? Explaining Nonhabitual Transport Overcrowding With Internet Data.
IEEE Trans. Intell. Transp. Syst., 2015
Using Data From the Web to Predict Public Transport Arrivals Under Special Events Scenarios.
J. Intell. Transp. Syst., 2015
DynaMIT2.0: Architecture Design and Preliminary Results on Real-Time Data Fusion for Traffic Prediction and Crisis Management.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015
2014
IEEE Trans. Intell. Transp. Syst., 2014
Pers. Ubiquitous Comput., 2014
Int. J. Nat. Comput. Res., 2014
Activity Recognition for a Smartphone Based Travel Survey Based on Cross-User History Data.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014
2013
Pattern Recognit. Lett., 2013
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013
2012
Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012
2011
Proceedings of the Ambient Intelligence, 2011
2010
Proceedings of the Pervasive Computing, 8th International Conference, 2010
Proceedings of the Third International Workshop on Location and the Web, 2010
Proceedings of the Ambient Intelligence, 2010
2009
Int. J. Knowl. Based Intell. Eng. Syst., 2009
An Affective Intelligent Driving Agent: Driver's Trajectory and Activities Prediction.
Proceedings of the 70th IEEE Vehicular Technology Conference, 2009
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009
A holistic framework for the study of urban traces and the profiling of urban processes and dynamics.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009
2008
Proceedings of the Advances in Artificial Intelligence, 2008
2007
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
2006
Proceedings of the Integrated Intelligent Systems for Engineering Design, 2006
Proces. del Leng. Natural, 2006
2004
Reuse of UML Class Diagrams Using Case-Based Composition.
Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004
Modelling Software Specifications with Case Based Reasoning.
Proceedings of the Natural Language Understanding and Cognitive Science, 2004
Proceedings of the Advances in Learning Software Organizations, 6th International Workshop, 2004
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004
2003
Case-Based Reuse of UML Diagrams.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003
Selection and Reuse of Software Design Patterns Using CBR and WordNet.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003
Proceedings of the Case-Based Reasoning Research and Development, 2003
Proceedings of the Case-Based Reasoning Research and Development, 2003
A Model for Creativity in Creature Generation.
Proceedings of the 4th International Conference on Intelligent Games and Simulation (GAME-ON 2003), 2003
Proceedings of the Advances in Artificial Intelligence, 2003
2002
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002
Case Retrieval of Software Designs using WordNet.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
Proceedings of the Artificial Intelligence and Cognitive Science, 2002
2001
Proceedings of the Soft Computing in Case Based Reasoning, 2001
2000
Proceedings of the Theory and Application of Diagrams, First International Conference, 2000
1998
Proceedings of the Advances in Artificial Intelligence, 1998
Modelling Divergent Production: A multi-domain approach.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998
1997
Proceedings of the 4th International Workshop on Temporal Representation and Reasoning, 1997
Experimental Study of a Similarity Metric for Retrieving Pieces from Structured Plan Cases: Its Role in the Originality of Plan Case Solutions.
Proceedings of the Case-Based Reasoning Research and Development, 1997
1996
Proceedings of the Advances in Case-Based Reasoning, Third European Workshop, 1996