Selected publications in Q1 scientific journals (ISI/SJR)
1. Thomas J. Tiam-Lee and Rui Henriques, 2022Route choice estimation in rail transit systems using smart card data: handling vehicle schedule and walking time uncertainties
European Transport Research Review (ETRR), Vol.14, Nr.31
[10.1186/s12544-022-00558-x]
https://etrr.springeropen.com/articles/10.1186/s12544-022-00558-x
2. Joao T. Aparicio, Elisabete Arsenio, Francisco C. Santos, Rui Henriques, 2022
LINES: muLtImodal traNsportation rEsilience analySis
In Sustainability, 14(13), 7891
[10.3390/su14137891]
https://doi.org/10.3390/su14137891
3. Sofia Cerqueira, Elisabete Arsenio, Rui Henriques, 2022
Inference of Dynamic Origin-Destination Matrices with Trip and Transfer Status from Individual Smart Card Data
European Transport Research Review (ETRR)
http://web.ist.utl.pt/rmch/upload/publications/Provisory_InferenceODTripTransferStatus_ETRR.pdf
4. Joao T. Aparicio, Elisabete Arsenio, Rui Henriques, 2022
Assessing robustness in multimodal transportation systems: a case study in Lisbon
European Transport Research Review (ETRR), Vol.14, Nr.28
[10.1186/s12544-022-00552-3]
https://etrr.springeropen.com/articles/10.1186/s12544-022-00552-3
5. Thomas J. Tiam-Lee, R. Henriques, V. Manquinho, 2022
Associative Analysis of Inefficiencies and Station Activity Levels in Emergency Response
ISPRS Int. J. Geo-Information, 11(7), 356
[10.3390/ijgi11070356]
https://www.mdpi.com/2220-9964/11/7/356
6. Francisco Neves, Anna Finamore, Sara Madeira and Rui Henriques, 2021
Mining actionable patterns of road mobility from heterogeneous traffic data using biclustering
In IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS)
[10.1109/TITS.2021.3057240]
https://ieeexplore.ieee.org/document/9357483
7. João Aparício, Elisabete Arsénio, and Rui Henriques, 2021
Understanding the impacts of the COVID-19 pandemic on public transportation travel patterns in the city of Lisbon
In Sustainability, MDPI
[10.3390/su13158342]
https://www.mdpi.com/2071-1050/13/15/8342
8. Sofia Cerqueira, Elisabete Arsénio, Rui Henriques, 2021
On How to Incorporate Public Sources of Situational Context in Descriptive and Predictive Models of Traffic Data
European Transport Research Review (ETRR), 13:60, Springer Nature
[10.1186/s12544-021-00519-w]
https://etrr.springeropen.com/articles/10.1186/s12544-021-00519-w
9. Carlos Lemonde, Elisabete Arsénio, Rui Henriques, 2021
Integrative Analysis of Multimodal Traffic Data: Addressing Open Challenges using Big Data Analytics in the City of Lisbon
European Transport Research Review (ETRR), 13:64, Springer Nature
[10.1186/s12544-021-00520-3]
https://etrr.springeropen.com/articles/10.1186/s12544-021-00520-3
10. Gabriel Dias, Elisabete Arsenio, Paulo Ribeiro, 2021
The role of shared E-Scooter systems in urban sustainability and resilience during the Covid-19 mobility restrictions
In Sustainability, 13(13), 7084
[10.3390/su13137084]
https://www.mdpi.com/2071-1050/13/13/7084
11. Rui Henriques and Sara C. Madeira, 2019
Triclustering Algorithms for Three-Dimensional Data Analysis: A Comprehensive Survey
ACM Computing Surveys (CSUR), Volume 51, Issue 5, No. 95, pp 1-43
[10.1145/3195833]
http://web.ist.utl.pt/rmch/upload/publications/ACM_CSUR_TricSurvey_HenriquesMadeira2018.pdf
Publications in scientific peer-reviewed conferences of high visibility
12. S. Cerqueira, E. Arsenio, R. Henriques, 2022Is there any best practice principles to estimate bus alighting passengers from incomplete smart card transactions?
In Transport Research Arena (TRA)
http://web.ist.utl.pt/rmch/upload/publications/AlightingStopEstimation_TRA22_CerqueiraArsenioHenriques.pdf
13. Elisabete Arsenio, Rui Henriques, 2022
Data-driven and user-centric tools for a more resilient and inclusive public transport
In 14th Conf. on Planning Research – Safe, Equitable and Just Communities (CITTA), Porto
http://web.ist.utl.pt/rmch/upload/publications/CITTA22_ILUTools_ArsenioHenriques.pdf
14. Daniel Gon calves, Rafael Costa, Rui Henriques, 2022
Context-situated visualization of biclusters to aid decisions: going beyond subspaces with parallel coordinates
IC on Advanced Visual Interfaces (AVI)
[10.1145/3531073.3531124]
https://dl.acm.org/doi/fullHtml/10.1145/3531073.3531124
15. Marta Bubicz, Elisabete Arsenio, Jose Barateiro, Rui Henriques, 2022
Planning for more resilient urban transportation systems: Lessons learned from the Covid-19 pandemic
In Transport Research Arena (TRA)
http://web.ist.utl.pt/rmch/upload/publications/ILULessons_TRA22_BubiczArsenioBarateiroHenriques.pdf
16. S. Cerqueira, E. Arsenio, R. Henriques, 2022
Inference of Differential Origin-Destination Matrices to Assess the Spatio-temporal Attractiveness of Public Transport in relation to Car Travel: a case study in the city of Lisbon
In European Transport Conference (ETC), Milan, Italy
http://web.ist.utl.pt/rmch/upload/publications/DifferentialPublicIndividualOD_CerqueiraArsenioHenriques_ETC22.pdf
17. M. Bubicz, E. Arsenio, R. Henriques, J. Barateiro, 2022
Sustainable Urban Mobility in response to Covid-19: What comes next?
In 9th EurOMA Forum, Zagreb, Croatia
[10.13140/RG.2.2.24259.07205]
https://www.researchgate.net/publication/359437735_Sustainable_Urban_Mobility_in_response_to_Covid-19_What_comes_next
18. Thomas J. Tiam-Lee, R. Henriques, J. Costa, V. Manquinho, H. Galhardas, 2022
Consolidation of Massive Medical Emergency Events With Heterogeneous Situational Context Data Sources
In 6th IW on Data Analytics solutions for Real-LIfe APplications (DARLIAP) @ EDBT/ICDT
http://ceur-ws.org/Vol-3135/darliap_paper10.pdf
19. Leonor P. Silva, Vasco Manquinho, Rui Henriques, 2021
UNIANO: robust and efficient anomaly consensus in time series sensitive to cross-correlated anomaly profiles
In SIAM International Conference on Data Mining (SDM)
[10.1137/1.9781611976700.37]
https://epubs.siam.org/doi/pdf/10.1137/1.9781611976700.37
20. Guilherme S. Varela, Pedro P. Santos, Alberto Sardinha, Francisco S. Melo, 2021
A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers
AAAI Workshop on AI for Urban Mobility (AI4UM)
http://aium2021.felk.cvut.cz/papers/AI4UM_paper_2.pdf
21. Sofia Cerqueira, Elisabete Arsenio, Rui Henriques, 2021
Inference of Dynamic Origin-Destination Matrices with Trip and Transfer Status from Individual Smart Card Data
In European Transport Conference (ETC)
http://web.ist.utl.pt/rmch/upload/publications/InferenceDynamicOD_ETC_CerqueiraArsenioHenriques.pdf
22. Thomas J. Tiam-Lee, Rui Henriques, 2021
Where are the Passengers? Individual Passenger Route Choice Estimation from Gate Information in Urban Rail Transit Systems
In European Transport Conference (ETC)
http://web.ist.utl.pt/rmch/upload/publications/WhereAreThePassengers_ETC_TiamLeeHenriques.pdf
23. Carlos Lemonde, Elisabete Arsenio, Rui Henriques, 2021
Public transportation multimodality in the City of Lisbon
Transportation Research Procedia, 58 (2021): 75-82
https://www.sciencedirect.com/science/article/pii/S2352146521007705
24. Joao T. Aparicio, Elisabete Arsenio, Rui Henriques, 2021
Assessing Robustness in Multimodal Transportation Systems: A case study in Lisbon
In European Transport Conference (ETC)
http://web.ist.utl.pt/rmch/upload/publications/RobustnessMultimodalTransportation_ETC_AparicioArsenioHenriques.pdf
25. David Calhas, Rui Henriques, 2021
Fitting Regularized Population Dynamics with Neural Differential Equations
In the The Symbiosis of Deep Learning and Differential Equations Workshop, Neural Information Processing Systems conference (DLDE, NeurIPS)
https://openreview.net/pdf?id=v7zNWgyirXX
26. Gabriel Dias, Elisabete Arsenio, Paulo Ribeiro, 2021
Analysis of e-scooter usage in Portugal to contribute to sustainable mobility planning
In Proceedings of the 49th European Transport Conference (ETC)
https://www.dropbox.com/s/85ee7tu6asoelsg/ETC2021_Paper_GDPREA_Micromobility.pdf?dl=0
27. Joao Tiago Aparicio, Miguel Trinca, Daniel Castro, Rui Henriques, 2021
Vehicle smart grid allocation using multi-agent systems sensitive to irrational behavior and unstable power supply
In Iberian Conference on Information Systems and Technologies (CISTI)
[10.23919/CISTI52073.2021.9476320]
https://ieeexplore.ieee.org/abstract/document/9476320
28. Hussein Sacoor, Elisabete Arsenio, Elsa Cardoso, José Barateiro, 2021
How to ensure the provision of social inclusive bus services? A strategic case study in Lisbon
In Proceedings of the 49th European Transport Conference (ETC)
https://www.dropbox.com/s/heiusg4fptnmxsy/ETC2021_Paper_HSEAECJB_2021_7349.pdf?dl=0
29. Francisco Neves, Anna Finamore, Rui Henriques, 2020
Efficient discovery of emerging patterns in heterogeneous spatiotemporal data from mobile sensors
In EAI Int. Conf. on Mobile and Ubiquitous Systems: Computing, Networking and Services
(MobiQuitous)
[10.1145/3448891.3448949]
http://web.ist.utl.pt/rmch/upload/publications/EmergingPatterns_MobiQuitous_NevesFinamoreHenriques.pdf
30. Ricardo Sousa, Conceição Amado, Rui Henriques, 2020
AutoMTS: fully autonomous processing of multivariate time series data from heterogeneous sensor networks
In EAI Int. Conf. on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine)
[10.1007/978-3-030-77569-8 12]
http://web.ist.utl.pt/rmch/upload/publications/QShine_SousaConceicaoHenriques.pdf
31. Sofia Cerqueira, Elisabete Arsénio, Rui Henriques, 2020
Integrative analysis of traffic and situational context data to support urban mobility planning
In European Transport Conference (ETC)
http://web.ist.utl.pt/rmch/upload/publications/ContextAwareTrafficDataAnalysis_ETC_CerqueiraArsenioHenriques.pdf
32. Pavlo Kovalchuk, Diogo Proença, José Borbinha, Rui Henriques, 2020
Moving from formal towards coherent concept analysis: why, when and how
In The 42nd European Conference on Information Retrieval (ECIR)
[10.1007/978-3-030-45439-5 19]
http://web.ist.utl.pt/rmch/upload/publications/FromFormalToCoherentConceptAnalysis_ECIR2020.pdf
33. E. Arsenio, M. Romão, J. Gomes, J. Prata, 2020
Assessing future use of autonomous, shared and electric vehicle technologies to meet decarbonisation goals: a case study in Lisbon
In 8th Transport Research Arena (TRA), Helsinki, Finland
https://www.researchgate.net/publication/342703779_Assessing_future_use_of_autonomous_shared_and_electric_vehicle_technologies_to_meet_decarbonisation_goals_a_case_study_in_Lisbon
34. Carlos Lemonde, Elisabete Arsénio, Rui Henriques, 2020
Exploring multimodal mobility patterns with big data in the city of Lisbon
In European Transport Conference (ETC), Milan, Italy
http://web.ist.utl.pt/rmch/upload/publications/MultimodalDataAnalysis_ETC_LemondeArsenioHenriques.pdf
35. João Rico, José Barateiro, Arlindo Oliveira, 2019
Graph neural networks for traffic forecasting
In OMAINTEC
https://www.dropbox.com/s/ae122j0aoindq3f/A01_oimantec19_graph-nn-traffic-forecasting.pdf?dl=0
36. Inês Leite, Anna Carolina Finamore, Rui Henriques, 2020
Context-sensitive modeling of public transport data
In Transport Research Arena (TRA)
http://web.ist.utl.pt/rmch/upload/publications/TRA_ContextModelingTransportData_LeiteFinamoreHenriques.pdf
Related scientific publications in Q1 journals (ISI/SJR)
An additional set of contributions, of a more theoretical nature, provide computational principles that underlie some of the facilities available in the target recommendation system (ILU APP):37. Miguel G. Silva, Sara C. Madeira, Rui Henriques, 2022
Water Consumption Pattern Analysis Using Biclustering: When, Why and How
In Water, 14(12), 1954, MDPI
[10.3390/w14121954]
https://www.mdpi.com/2073-4441/14/12/1954
38. Rui Henriques, Sara C. Madeira, 2021
FleBiC: Learning classifiers from high-dimensional data using discriminative biclusters with non-constant patterns
In Pattern Recognition
[10.1016/j.patcog.2021.107900]
https://www.sciencedirect.com/science/article/abs/pii/S003132032100087X
39. Susana Gomes, Susana Vinga, Rui Henriques, 2021
Spatiotemporal Correlation Feature Spaces to support Anomaly Detection in Water Distribution Networks
In Water, 13(18), 2551, MDPI
[10.3390/w13182551]
https://www.mdpi.com/2073-4441/13/18/2551
40. Leonardo Alexandre, Rafael Costa, Rui Henriques, 2021
DI2: prior-free and multi-item discretization and its applications
In BMC Bioinformatics
[10.1186/s12859-021-04329-8]
https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-021-04329-8
41. David Calhas, Enrique Romero, Rui Henriques, 2020
On the use of Pairwise Distance Learning for Signal Classification with Limited Observations
Artificial Intelligence in Medicine, Elsevier
[10.1016/j.artmed.2020.101852]
https://www.sciencedirect.com/science/article/pii/S0933365719311261
42. João Lobo, Rui Henriques, Sara C. Madeira, 2020
G-Tric: generating three-way synthetic datasets with triclustering solutions
BMC Bioinformatics
[10.1186/s12859-020-03925-4]
https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-020-03925-4
Other relevant publications
We highlight four additional and focal manuscripts, accessible via arXiv and under revision in top journals:43. Vasco D. Silva, Anna Finamore, Rui Henriques, 2021
On the Role of Multi-Objective Optimization to the Transit Network Design Problem
arXiv preprint arXiv:2201.11616
https://arxiv.org/pdf/2201.11616.pdf
44. M. Bubicz, E. Arsenio, R. Henriques, J. Barateiro, 2022
Sustainable Urban Mobility Measures in Response to Covid-19 a Systematic Literature Review and Emerging Policy Challenges
SSRN preprint ssrn.4055178
[10.2139/ssrn.4055178]
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4055178
45. Pedro P. Santos, Francisco S. Melo, Alberto Sardinha, D. S. Carvalho, 2021
Understanding the Impact of Data Distribution on Q-learning with Function Approximation
arXiv preprint arXiv:2111.11758
https://arxiv.org/pdf/2111.11758.pdf
46. João Rico, José Barateiro, Arlindo Oliveira, 2021
Graph Neural Networks for Traffic Forecasting
arXiv preprint arXiv:2104.13096
https://arxiv.org/ftp/arxiv/papers/2104/2104.13096.pdf
47. Cláudio Sardinha, Anna Finamore, Rui Henriques, 2021
Context-aware demand prediction in bike sharing systems: incorporating spatial, meteorological and calendrical context
arXiv preprint arXiv:2105.01125
https://arxiv.org/pdf/2105.01125.pdf