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F

Francisco C. Pereira

Technical University of Denmark

44H-index
361Paper Count
7.2KCitation Count
Published Papers 71
Publication Date
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Learning to learn the macroscopic fundamental diagram using physics-informed and model agnostic machine learning
errtransportation research part c: emerging technologies
IF0
err2026-05-07
err0
errOAAI
errAmalie Roark; Serio Agriesti; Francisco Camara Pereira; Guido Cantelmo
errShare
errSave
A foundational individual mobility prediction model based on open-source large language models
errtransportation research part c: emerging technologies
IF0
err2026-02-10
err0
errOAAI
errZhenlin Qin; Leizhen Wang; Yancheng Ling; Francisco Camara Pereira; Zhenliang Ma
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errSave
Using mobile charging stations as probes to discover latent EV charging demand in stochastic environments: A deep reinforcement learning approach
errExpert Systems with Applications
IF7.5
err2026-02-02
err0
errOAAI
errAtefeh Hemmati Golsefidi; Frederik Boe Hüttel; Samitha Samaranayake; Francisco Câmara Pereira
errShare
errSave
Bayesian Active Learning for Censored Regression
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT II
IF0
err2026-01-01
err0
PREAI
errHuttel, Frederik Boe; Riis, Christoffer; Rodrigues, Filipe; Pereira, Francisco
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Detecting Cry in Daylong Audio Recordings Using Machine Learning: The Development and Evaluation of Binary Classifiers
errAssessment
IF3.4
err2025-12-30
err0
PREAI
errLauren M. Henry; Kyunghun Lee; Eleanor Hansen; Elizabeth Tandilashvili; James Rozsypal; Trinity Erjo; Julia G. Raven; Haley M. Reynolds; Philip Curtis; Simone P. Haller; Daniel S. Pine; Elizabeth S. Norton; Lauren S. Wakschlag; Francisco Pereira; Melissa A. Brotman
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errSave
Scenario Discovery for Urban Planning:The Case of Green Urbanism and the Impact on Stress
errFutures
IF3.8
err2025-11-03
err0
errOAAI
errLorena Torres Lahoz; Carlos Lima Azevedo; Leonardo Ancora; Paulo Morgado; Zenia Kotval; Bruno Miranda; Francisco Camara Pereira
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errSave
Scalable Passenger Detection Using Smartphone–Bus Implicit Interactions
errIEEE Intelligent Transportation Systems Magazine
IF5
err2025-10-27
err0
PREAI
errValentino Servizi; Dan Roland Persson; Francisco Camara Pereira; Hannah Villadsen; Per Bækgaard; Jeppe Rich; Otto Anker Nielsen
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errSave
Bayesian optimization of electric vehicle charging infrastructure location planning: An agent-based simulation approach
errSustainable Cities and Society
IF12
err2025-10-08
err0
PREAI
errAntonios Koutounidis; Daniel Dovom Barzegar; Mads Paulsen; Dimitrios Papadaskalopoulos; Francisco Camara Pereira; Carlos Lima Azevedo
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errSave
Analyzing the behaviors of pedestrians and cyclists in interactions with autonomous systems using controlled experiments: A literature review
errtransportation research part f traffic psychology and behaviour
IF0
err2025-06-28
err0
errOAAI
errDanya Li; Wencan Mao; Francisco C. Pereira; Yu Xiao; Xiang Su; Rico Krueger
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errSave
Multivariate prediction of temper outbursts in a sample of youth enriched for irritability using ecological momentary assessment data: A registered report
errPLOS ONE
IF2.6
err2025-03-18
err0
errOAAI
errSaha, Dipta; Naim, Reut; Pereira, Francisco; Brotman, Melissa A.; Zheng, Charles Y.
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errSave
Analyzing the reporting error of public transport trips in the Danish national travel survey using smart card data
errTRANSPORTATION
IF3.3
err2024-09-18
err2
errOAAI
errSfeir, Georges; Rodrigues, Filipe; Abou-Zeid, Maya; Pereira, Francisco Camara
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errSave
Explainable active learning metamodeling for simulations: Method and experiments for ATM performance assessment
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2024-09-01
err0
errOAAI
errRiis, Christoffer; Antunes, Francisco; Bolic, Tatjana; Gurtner, Gerald; Cook, Andrew; Azevedo, Carlos Lima; Pereira, Francisco Camara
errShare
errSave
Determining causality in travel mode choice
errTRAVEL BEHAVIOUR AND SOCIETY
IF5.7
err2024-07-01
err1
errOAAI
errChauhan, Rishabh Singh; Riis, Christoffer; Adhikari, Shishir; Derrible, Sybil; Zheleva, Elena; Choudhury, Charisma F.; Pereira, Francisco Camara
errShare
errSave
Transfer learning for cross-modal demand prediction of bike-share and public transit
errchemometrics and intelligent laboratory systems
IF2.8
err2024-06-30
err0
errOAAI
errMingzhuang Hua; Francisco Camara Pereira; Yu Jiang; Xuewu Chen; Junyi Chen
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errSave
A joint machine learning and optimization approach for incremental expansion of electric vehicle charging infrastructure
errTRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE
IF6.8
err2023-12-01
err9
PREAI
errGolsefidi, Atefeh Hemmati; Huttel, Frederik Boe; Peled, Inon; Samaranayake, Samitha; Pereira, Francisco Camara
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errSave
Is Not the Truth the Truth?: Analyzing the Impact of User Validations for Bus In/Out Detection in Smartphone-Based Surveys
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2023-11-01
err1
errOAAI
errServizi, Valentino; Persson, Dan Roland; Pereira, Francisco Camara; Villadsen, Hannah; Baekgaard, Per; Peled, Inon; Nielsen, Otto Anker
errShare
errSave
Combining discrete choice models and neural networks through embeddings: Formulation, interpretability and performance
errTRANSPORTATION RESEARCH PART B-METHODOLOGICAL
IF6.3
err2023-09-01
err8
errOAAI
errArkoudi, Ioanna; Krueger, Rico; Azevedo, Carlos Lima; Pereira, Francisco C.
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errSave
Mind the gap: Modelling difference between censored and uncensored electric vehicle demand
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2023-08-01
err6
errOAAI
errHuttel, Frederik Boe; Rodrigues, Filipe; Pereira, Francisco Camara
errShare
errSave
Unboxing the graph: Towards interpretable graph neural networks for transport prediction through neural relational inference
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2023-01-01
err5
errOAAI
errTygesen, Mathias Niemann; Pereira, Francisco Camara; Rodrigues, Filipe
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errSave
Modeling Censored Mobility Demand Through Censored Quantile Regression Neural Networks
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-11-01
err7
errOAAI
errHuttel, Frederik Boe; Peled, Inon; Rodrigues, Filipe; Pereira, Francisco C.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Moshe Ben‐Akiva
H-index: 88 · Papers: 626
M
Mary Bartlett Bunge
H-index: 76 · Papers: 217
M
Michel Bierlaire
H-index: 61 · Papers: 871
M
Maria Valnice Boldrín Zanoni
H-index: 60 · Papers: 409
S
Stefano Polizzi
H-index: 55 · Papers: 200
View more