A Foundational individual Mobility Prediction Model based on Open-Source Large Language Models

Authors: Qin, Zhenlin, Wang, Leizhen, Pereira, Francisco Camara, Ma, Zhenlinag

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2503.16553

Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning

Authors: Schmidt, Carolin, Gammelli, Daniele, Pereira, Francisco Camara, Rodrigues, Filipe

Source: 2024 European Control Conference (ECC) Control Conference (ECC), 2024 European. :1399-1406 Jun, 2024

Relation: 2024 European Control Conference (ECC)

Predicting Trip Activities and Modes Using Long Short-Term Memory Models and Geospatial Representations

Authors: Arkoudi, Ioanna, Golsefidi, Atefeh Hemmati, Lahoz, Lorena Torres, Pereira, Francisco Camara

Source: 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) Intelligent Transportation Systems (ITSC), 2023 IEEE 26th International Conference on. :29-35 Sep, 2023

Relation: 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)

Bayesian Active Learning for Censored Regression

Authors: Hüttel, Frederik Boe, Riis, Christoffer, Rodrigues, Filipe, Pereira, Francisco Câmara

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2402.11973

Deep Evidential Learning for Bayesian Quantile Regression

Authors: Hüttel, Frederik Boe, Rodrigues, Filipe, Pereira, Francisco Câmara

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2308.10650

Applied metamodelling for ATM performance simulations

Authors: Riis, Christoffer, Antunes, Francisco N., Bolić, Tatjana, Gurtner, Gérald, Cook, Andrew, Azevedo, Carlos Lima, Pereira, Francisco Câmara

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2308.03404

Analyzing the Reporting Error of Public Transport Trips in the Danish National Travel Survey Using Smart Card Data

Authors: Sfeir, Georges, Rodrigues, Filipe, Zeid, Maya Abou, Pereira, Francisco Camara

Subject Terms: Statistics - Applications, Economics - Econometrics, Statistics - Other Statistics

Access URL: http://arxiv.org/abs/2308.01198

Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning

Authors: Schmidt, Carolin, Gammelli, Daniele, Pereira, Francisco Camara, Rodrigues, Filipe

Subject Terms: Electrical Engineering and Systems Science - Systems and Control, Computer Science - Machine Learning, Computer Science - Robotics

Access URL: http://arxiv.org/abs/2302.14833

Attitudes and Latent Class Choice Models using Machine learning

Authors: Lahoz, Lorena Torres, Pereira, Francisco Camara, Sfeir, Georges, Arkoudi, Ioanna, Monteiro, Mayara Moraes, Azevedo, Carlos Lima

Subject Terms: Economics - Econometrics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2302.09871

Mind the Gap: Modelling Difference Between Censored and Uncensored Electric Vehicle Charging Demand

Authors: Hüttel, Frederik Boe, Rodrigues, Filipe, Pereira, Francisco Câmara

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2301.06418

Incremental expansion of large scale fixed and mobile charging infrastructure in stochastic environments: A novel graph-based Benders decomposition approach

Authors: Golsefidi, Atefeh Hemmati ^{a, ⁎}, Hipolito, F. ^a, Pereira, Francisco Câmara ^a, Samaranayake, Samitha ^b

Source: In Applied Energy 15 February 2025 380

Best Of Both Worlds: System Thinking Approach for Transportation Data-Driven Decision-Making

Authors: Grinberg-Rosenbaum, Keren-Or ^{1, 2}, Shiftan, Yoram ¹, Pereira, Francisco Camara ², Nahmias-Biran, Bat Hen ³

Source: In Transportation Research Procedia 2025 82:3943-3959

Determining Causality in Travel Mode Choice

Authors: Chauhan, Rishabh Singh, Riis, Christoffer, Adhikari, Shishir, Derrible, Sybil, Zheleva, Elena, Choudhury, Charisma F., Pereira, Francisco Camara

Subject Terms: Statistics - Applications

Access URL: http://arxiv.org/abs/2208.05624

Bayesian Active Learning with Fully Bayesian Gaussian Processes

Authors: Riis, Christoffer, Antunes, Francisco, Hüttel, Frederik Boe, Azevedo, Carlos Lima, Pereira, Francisco Câmara

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2205.10186

Open vs Closed-ended questions in attitudinal surveys -- comparing, combining, and interpreting using natural language processing

Authors: Baburajan, Vishnu, Silva, João de Abreu e, Pereira, Francisco Camara

Subject Terms: Economics - General Economics, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2205.01317

Transfer learning for cross-modal demand prediction of bike-share and public transit

Authors: Hua, Mingzhuang, Pereira, Francisco Camara, Jiang, Yu, Chen, Xuewu

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2203.09279

Explainable active learning metamodeling for simulations: Method and experiments for ATM performance assessment

Authors: Riis, Christoffer, Antunes, Francisco, Bolić, Tatjana, Gurtner, Gérald, Cook, Andrew, Azevedo, Carlos Lima, Pereira, Francisco Câmara

Source: In Transportation Research Part C September 2024 166

Determining causality in travel mode choice

Authors: Chauhan, Rishabh Singh, Riis, Christoffer, Adhikari, Shishir, Derrible, Sybil, Zheleva, Elena, Choudhury, Charisma F., Pereira, Francisco Câmara

Source: In Travel Behaviour and Society July 2024 36

Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management

Authors: Gammelli, Daniele, Wang, Yihua, Prak, Dennis, Rodrigues, Filipe, Minner, Stefan, Pereira, Francisco Camara

Subject Terms: Mathematics - Optimization and Control, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2108.00858

Opening Up the Conversation: Topic Modeling for Automated Text Analysis in Travel Surveys

Authors: Baburajan, Vishnu, De Abreu e Silva, Joao, Pereira, Francisco Camara

Source: 2018 21st International Conference on Intelligent Transportation Systems (ITSC) Intelligent Transportation Systems (ITSC), 2018 21st International Conference on. :3657-3661 Nov, 2018

Relation: 2018 IEEE International Conference on Intelligent Transportation Systems (ITSC)