Luís Moreira-Matias

49 papers A* 2B 4C 1Misc 1Journal 21Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fighting sampling bias: A framework for training and evaluating credit scoring models.
Eur. J. Oper. Res.
Nikita Kozodoi, Stefan Lessmann, Morteza Alamgir, Luís Moreira-Matias, Konstantinos Papakonstantinou
2024 J jnl
Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models.
CoRR
Nikita Kozodoi, Stefan Lessmann, Morteza Alamgir, Luís Moreira-Matias, Konstantinos Papakonstantinou
2021 J jnl
Special issue on vehicles as sensing devices: from observations to actionable insights.
J. Ambient Intell. Humaniz. Comput.
Chao Chen, Flora D. Salim, Luís Moreira-Matias, Sha Zhao
2020 J jnl
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks.
IEEE Trans. Knowl. Data Eng.
Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama
2020 J jnl
Multi-Scale and Multi-Scope Convolutional Neural Networks for Destination Prediction of Trajectories.
IEEE Trans. Intell. Transp. Syst.
Jianming Lv, Qinghui Sun, Qing Li, Luís Moreira-Matias
2019 A* conf
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks (Extended Abstract).
ICDE
Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama
2019 J jnl
Shallow Self-Learning for Reject Inference in Credit Scoring.
CoRR
Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou
2019 — conf
Shallow Self-learning for Reject Inference in Credit Scoring.
ECML/PKDD (3)
Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou
2018 J jnl
Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Luís Moreira-Matias, João Manuel Portela da Gama, Cristina Olaverri-Monreal, Rahul Nair, Roberto Trasarti
2018 J jnl
ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee [Technical Activities].
IEEE Intell. Transp. Syst. Mag.
Luís Moreira-Matias
2018 — conf
MetaBags: Bagged Meta-Decision Trees for Regression.
ECML/PKDD (1)
Jihed Khiari, Luís Moreira-Matias, Ammar Shaker, Bernard Zenko, Saso Dzeroski
2018 J jnl
MetaBags: Bagged Meta-Decision Trees for Regression.
CoRR
Jihed Khiari, Luís Moreira-Matias, Ammar Shaker, Bernard Zenko, Saso Dzeroski
2018 J jnl
On Evaluating Floating Car Data Quality for Knowledge Discovery.
IEEE Trans. Intell. Transp. Syst.
Vítor Cerqueira, Luís Moreira-Matias, Jihed Khiari, Hans van Lint
2018 J jnl
On Learning From Inaccurate and Incomplete Traffic Flow Data.
IEEE Trans. Intell. Transp. Syst.
Francesco Alesiani, Luís Moreira-Matias, Mahsa Faizrahnemoon
2018 J jnl
Robust Continuous Co-Clustering.
CoRR
Xiao He, Luís Moreira-Matias
2018 J jnl
Shared Subway Shuttle Bus Route Planning Based on Transport Data Analytics.
IEEE Trans Autom. Sci. Eng.
Xiangjie Kong, Menglin Li, Tao Tang, Kaiqi Tian, Luís Moreira-Matias, Feng Xia
2018 J jnl
Special issue on extracting crowd intelligence from pervasive and social big data.
J. Ambient Intell. Humaniz. Comput.
Leye Wang, Vincent Gauthier, Guanling Chen, Luís Moreira-Matias
2017 — conf
A Simple Classification Approach to Traffic Flow State Estimation.
EUROCAST (2)
Aitor del Pino Saavedra Hernández, Javier J. Sánchez Medina, Luís Moreira-Matias
2017 J jnl
On Developing a Driver Identification Methodology Using In-Vehicle Data Recorders.
IEEE Trans. Intell. Transp. Syst.
Luís Moreira-Matias, Haneen Farah
2017 J jnl
Topology-regularized universal vector autoregression for traffic forecasting in large urban areas.
Expert Syst. Appl.
Florin Schimbinschi, Luís Moreira-Matias, Xuan Vinh Nguyen, James Bailey
2016 J jnl
An online learning approach to eliminate Bus Bunching in real-time.
Appl. Soft Comput.
Luís Moreira-Matias, Oded Cats, João Gama, João Mendes-Moreira, Jorge Freire de Sousa
2016 — conf
Automated Setting of Bus Schedule Coverage Using Unsupervised Machine Learning.
PAKDD (1)
Jihed Khiari, Luís Moreira-Matias, Vítor Cerqueira, Oded Cats
2016 — conf
CJAMmer - traffic JAM Cause Prediction using Boosted Trees.
ITSC
Luís Moreira-Matias, Vítor Cerqueira
2016 — conf
Concept Neurons - Handling Drift Issues for Real-Time Industrial Data Mining.
ECML/PKDD (3)
Luís Moreira-Matias, João Gama, João Mendes-Moreira
2016 B conf
Feature Selection Issues in Long-Term Travel Time Prediction.
IDA
Syed Murtaza Hassan, Luís Moreira-Matias, Jihed Khiari, Oded Cats
2016 B conf
RAVA - Resource aware VNF agnostic NFV orchestration method for virtualized networks.
PIMRC
Faqir Zarrar Yousaf, Carlos Goncalves, Luís Moreira-Matias, Xavier Costa-Pérez
2016 J jnl
Time-evolving O-D matrix estimation using high-speed GPS data streams.
Expert Syst. Appl.
Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2015 — conf
A Scenario-Oriented Approach for Noise Detection on Traffic Flow Data.
ITSC
Mahsa Francesco Alesiani, Mahsa Faizrahnemoon, Luís Moreira-Matias
2015 — conf
Drift3Flow: Freeway-Incident Prediction Using Real-Time Learning.
ITSC
Luís Moreira-Matias, Francesco Alesiani
2015 J jnl
Improving Mass Transit Operations by Using AVL-Based Systems: A Survey.
IEEE Trans. Intell. Transp. Syst.
Luís Moreira-Matias, João Mendes-Moreira, Jorge Freire de Sousa, João Gama
2015 — —
On Improving Operational Planning and Control in Public Transportation Networks using Streaming Data: A Machine Learning Approach
Luís Moreira-Matias
2015 — conf
On Learning from Taxi GPS Traces (Preamble).
DC@PKDD/ECML
João Mendes-Moreira, Luís Moreira-Matias
2015 — ed.
Proceedings of the ECML/PKDD 2015 Discovery Challenges co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015), Porto, Portugal, September 7-11, 2015.
DC@ECML/PKDD
Adolfo Martínez Usó, João Mendes-Moreira, Luís Moreira-Matias, Meelis Kull, Nicolas Lachiche
2015 J jnl
Validating the coverage of bus schedules: A Machine Learning approach.
Inf. Sci.
João Mendes-Moreira, Luís Moreira-Matias, João Gama, Jorge Freire de Sousa
2014 B conf
An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time.
IDA
Luís Moreira-Matias, João Gama, João Mendes-Moreira, Jorge Freire de Sousa
2014 — conf
An online learning framework for predicting the taxi stand's profitability.
ITSC
Luís Moreira-Matias, João Mendes-Moreira, Michel Ferreira, João Gama, Luís Damas
2014 C conf
On Predicting a Call Center's Workload: A Discretization-Based Approach.
ISMIS
Luís Moreira-Matias, Rafael Nunes, Michel Ferreira, João Mendes-Moreira, João Gama
2014 — conf
Using exit time predictions to optimize self automated parking lots.
ITSC
Rafael Nunes, Luís Moreira-Matias, Michel Ferreira
2013 Misc conf
On Predicting the Taxi-Passenger Demand: A Real-Time Approach.
EPIA
Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2013 — conf
On Recommending Urban Hotspots to Find Our Next Passenger.
UDM@IJCAI
Luís Moreira-Matias, Ricardo Fernandes, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2013 J jnl
Predicting Taxi-Passenger Demand Using Streaming Data.
IEEE Trans. Intell. Transp. Syst.
Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2012 — conf
A predictive model for the passenger demand on a taxi network.
ITSC
Luís Moreira-Matias, João Gama, Michel Ferreira, Luís Damas
2012 — conf
An online recommendation system for the taxi stand choice problem (Poster).
VNC
Luís Moreira-Matias, Ricardo Fernandes, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2012 A* conf
Bus Bunching Detection by Mining Sequences of Headway Deviations.
ICDM
Luís Moreira-Matias, Carlos Ferreira, João Gama, João Mendes-Moreira, Jorge Freire de Sousa
2012 B conf
Online Predictive Model for Taxi Services.
IDA
Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2012 — conf
Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix.
MLDM
Luís Moreira-Matias, João Mendes-Moreira, João Gama, Pavel Brazdil
2012 — conf
Vehicular Sensing: Emergence of a Massive Urban Scanner.
S-CUBE
Michel Ferreira, Ricardo Fernandes, Hugo Conceição, Pedro Emanuel Rodrigues Gomes, Pedro M. d'Orey, Luís Moreira-Matias, João Gama, Fernanda Lima, Luís Damas
2010 — conf
Developing Dynamic Reports Using Rich Internet Applications.
CENTERIS (2)
Luís Moreira-Matias
2010 — conf
Validation of both number and coverage of bus schedules using AVL data.
ITSC
Luís Moreira-Matias, João Gama, João Mendes-Moreira, Jorge Freire de Sousa