Luís Moreira-Matias

According to our database, Luís Moreira-Matias authored at least 45 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models.

Nikita Kozodoi, Stefan Lessmann, Morteza Alamgir, Luís Moreira-Matias, Konstantinos Papakonstantinou

CoRR, 2024

2021

Special issue on vehicles as sensing devices: from observations to actionable insights.

Chao Chen, Flora D. Salim, Luís Moreira-Matias, Sha Zhao

J. Ambient Intell. Humaniz. Comput., 2021

2020

BRIGHT - Drift-Aware Demand Predictions for Taxi Networks.

Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama

IEEE Trans. Knowl. Data Eng., 2020

Multi-Scale and Multi-Scope Convolutional Neural Networks for Destination Prediction of Trajectories.

Jianming Lv, Qinghui Sun, Qing Li, Luís Moreira-Matias

IEEE Trans. Intell. Transp. Syst., 2020

2019

Shallow Self-learning for Reject Inference in Credit Scoring.

Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

BRIGHT - Drift-Aware Demand Predictions for Taxi Networks (Extended Abstract).

Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems.

Luís Moreira-Matias, João Manuel Portela da Gama, Cristina Olaverri-Monreal, Rahul Nair, Roberto Trasarti

IEEE Trans. Intell. Transp. Syst., 2018

On Evaluating Floating Car Data Quality for Knowledge Discovery.

Vítor Cerqueira, Luís Moreira-Matias, Jihed Khiari, Hans van Lint

IEEE Trans. Intell. Transp. Syst., 2018

On Learning From Inaccurate and Incomplete Traffic Flow Data.

Francesco Alesiani, Luís Moreira-Matias, Mahsa Faizrahnemoon

IEEE Trans. Intell. Transp. Syst., 2018

Shared Subway Shuttle Bus Route Planning Based on Transport Data Analytics.

Xiangjie Kong, Menglin Li, Tao Tang, Kaiqi Tian, Luís Moreira-Matias, Feng Xia

IEEE Trans Autom. Sci. Eng., 2018

Special issue on extracting crowd intelligence from pervasive and social big data.

Leye Wang, Vincent Gauthier, Guanling Chen, Luís Moreira-Matias

J. Ambient Intell. Humaniz. Comput., 2018

ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee [Technical Activities].

Luís Moreira-Matias

IEEE Intell. Transp. Syst. Mag., 2018

Robust Continuous Co-Clustering.

Xiao He, Luís Moreira-Matias

CoRR, 2018

MetaBags: Bagged Meta-Decision Trees for Regression.

Jihed Khiari, Luís Moreira-Matias, Ammar Shaker, Bernard Zenko, Saso Dzeroski

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

On Developing a Driver Identification Methodology Using In-Vehicle Data Recorders.

Luís Moreira-Matias, Haneen Farah

IEEE Trans. Intell. Transp. Syst., 2017

Topology-regularized universal vector autoregression for traffic forecasting in large urban areas.

Florin Schimbinschi, Luís Moreira-Matias, Xuan Vinh Nguyen, James Bailey

Expert Syst. Appl., 2017

A Simple Classification Approach to Traffic Flow State Estimation.

Aitor del Pino Saavedra Hernández, Javier J. Sánchez Medina, Luís Moreira-Matias

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

2016

Time-evolving O-D matrix estimation using high-speed GPS data streams.

Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas

Expert Syst. Appl., 2016

An online learning approach to eliminate Bus Bunching in real-time.

Luís Moreira-Matias, Oded Cats, João Gama, João Mendes-Moreira, Jorge Freire de Sousa

Appl. Soft Comput., 2016

Concept Neurons - Handling Drift Issues for Real-Time Industrial Data Mining.

Luís Moreira-Matias, João Gama, João Mendes-Moreira

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

RAVA - Resource aware VNF agnostic NFV orchestration method for virtualized networks.

Faqir Zarrar Yousaf, Carlos Goncalves, Luís Moreira-Matias, Xavier Costa-Pérez

Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Automated Setting of Bus Schedule Coverage Using Unsupervised Machine Learning.

Jihed Khiari, Luís Moreira-Matias, Vítor Cerqueira, Oded Cats

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

CJAMmer - traffic JAM Cause Prediction using Boosted Trees.

Luís Moreira-Matias, Vítor Cerqueira

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Feature Selection Issues in Long-Term Travel Time Prediction.

Syed Murtaza Hassan, Luís Moreira-Matias, Jihed Khiari, Oded Cats

Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

2015

Taxi Service Trajectory - Prediction Challenge, ECML PKDD 2015.

Luís Moreira-Matias, Michel Ferreira, João Mendes Moreira

Dataset, July, 2015

On Improving Operational Planning and Control in Public Transportation Networks using Streaming Data: A Machine Learning Approach

Luís Moreira-Matias

PhD thesis, 2015

Improving Mass Transit Operations by Using AVL-Based Systems: A Survey.

Luís Moreira-Matias, João Mendes-Moreira, Jorge Freire de Sousa, João Gama

IEEE Trans. Intell. Transp. Syst., 2015

Validating the coverage of bus schedules: A Machine Learning approach.

João Mendes-Moreira, Luís Moreira-Matias, João Gama, Jorge Freire de Sousa

Inf. Sci., 2015

On Learning from Taxi GPS Traces (Preamble).

João Mendes-Moreira, Luís Moreira-Matias

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), 2015

Drift3Flow: Freeway-Incident Prediction Using Real-Time Learning.

Luís Moreira-Matias, Francesco Alesiani

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

A Scenario-Oriented Approach for Noise Detection on Traffic Flow Data.

Mahsa Francesco Alesiani, Mahsa Faizrahnemoon, Luís Moreira-Matias

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014

Using exit time predictions to optimize self automated parking lots.

Rafael Nunes, Luís Moreira-Matias, Michel Ferreira

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

An online learning framework for predicting the taxi stand's profitability.

Luís Moreira-Matias, João Mendes-Moreira, Michel Ferreira, João Gama, Luís Damas

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

On Predicting a Call Center's Workload: A Discretization-Based Approach.

Luís Moreira-Matias, Rafael Nunes, Michel Ferreira, João Mendes-Moreira, João Gama

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time.

Luís Moreira-Matias, João Gama, João Mendes-Moreira, Jorge Freire de Sousa

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

2013

Predicting Taxi-Passenger Demand Using Streaming Data.

Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas

IEEE Trans. Intell. Transp. Syst., 2013

On Recommending Urban Hotspots to Find Our Next Passenger.

Luís Moreira-Matias, Ricardo Fernandes, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas

Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

On Predicting the Taxi-Passenger Demand: A Real-Time Approach.

Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas

Proceedings of the Progress in Artificial Intelligence, 2013

2012

An online recommendation system for the taxi stand choice problem (Poster).

Luís Moreira-Matias, Ricardo Fernandes, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas

Proceedings of the 2012 IEEE Vehicular Networking Conference, 2012

Vehicular Sensing: Emergence of a Massive Urban Scanner.

Michel Ferreira, Ricardo Fernandes, Hugo Conceição, Pedro Emanuel Rodrigues Gomes, Pedro M. d'Orey, Luís Moreira-Matias, João Gama, Fernanda Lima, Luís Damas

Proceedings of the Sensor Systems and Software - Third International ICST Conference, 2012

Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix.

Luís Moreira-Matias, João Mendes-Moreira, João Gama, Pavel Brazdil

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

A predictive model for the passenger demand on a taxi network.

Luís Moreira-Matias, João Gama, Michel Ferreira, Luís Damas

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Bus Bunching Detection by Mining Sequences of Headway Deviations.

Luís Moreira-Matias, Carlos Abreu Ferreira, João Gama, João Mendes-Moreira, Jorge Freire de Sousa

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012

Online Predictive Model for Taxi Services.

Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

2010

Developing Dynamic Reports Using Rich Internet Applications.

Luís Moreira-Matias

Proceedings of the ENTERprise Information Systems - International Conference, 2010