L. Moreira-Matias

发表

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

Oded Cats, João Mendes-Moreira, Jorge Freire de Sousa, 2016, Appl. Soft Comput..

Robust Continuous Co-Clustering pdf

Xiao He, Luís Moreira-Matias, L. Moreira-Matias, 2018, ArXiv.

On Evaluating Floating Car Data Quality for Knowledge Discovery

Hans van Lint, Vitor Cerqueira, Luis Moreira-Matias, 2018, IEEE Transactions on Intelligent Transportation Systems.

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

Haneen Farah, Luis Moreira-Matias, Haneen Farah, 2017, IEEE Transactions on Intelligent Transportation Systems.

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

Michel Ferreira, João Mendes-Moreira, Luís Damas, 2016, Expert Syst. Appl..

Predicting Taxi–Passenger Demand Using Streaming Data

João Gama, Michel Ferreira, Luís Moreira-Matias, 2013, IEEE Transactions on Intelligent Transportation Systems.

Using exit time predictions to optimize self automated parking lots

Michel Ferreira, Rafael Nunes, Luís Moreira-Matias, 2014, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC).

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

João Gama, Luís Moreira-Matias, João Mendes-Moreira, 2015, IEEE Transactions on Intelligent Transportation Systems.

Validating the coverage of bus schedules: A Machine Learning approach

João Gama, João Mendes-Moreira, Jorge Freire de Sousa, 2015, Inf. Sci..

MetaBags: Bagged Meta-Decision Trees for Regression

Saso Dzeroski, Ammar Shaker, Luís Moreira-Matias, 2018, ECML/PKDD.

BRIGHT—Drift-Aware Demand Predictions for Taxi Networks

João Gama, Erik Jenelius, Luís Moreira-Matias, 2019, IEEE Transactions on Knowledge and Data Engineering.

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

Erik Jenelius, Amal Saadallah, Jihed Khiari, 2020, 2019 IEEE 35th International Conference on Data Engineering (ICDE).

Developing Dynamic Reports Using Rich Internet Applications

Luís Moreira-Matias, L. Moreira-Matias, 2010, CENTERIS.

Shared Subway Shuttle Bus Route Planning Based on Transport Data Analytics

Feng Xia, Xiangjie Kong, Tao Tang, 2018, IEEE Transactions on Automation Science and Engineering.

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

João Gama, Ricardo Fernandes, Michel Ferreira, 2012, 2012 IEEE Vehicular Networking Conference (VNC).

Online Predictive Model for Taxi Services

Michel Ferreira, João Mendes-Moreira, Luís Damas, 2012, IDA.

Vehicular Sensing: Emergence of a Massive Urban Scanner

João Gama, Pedro M. d'Orey, Fernanda Lima, 2012, S-CUBE.

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

João Mendes-Moreira, Luís Moreira-Matias, João Gama, 2016, ECML/PKDD.

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

Qing Li, Jianming Lv, Qinghui Sun, 2020, IEEE Transactions on Intelligent Transportation Systems.

CJAMmer - traffic JAM Cause Prediction using Boosted Trees

Luís Moreira-Matias, Vítor Cerqueira, Vítor Cerqueira, 2016, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC).

Drift3Flow: Freeway-Incident Prediction Using Real-Time Learning

Francesco Alesiani, Luís Moreira-Matias, F. Alesiani, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

On Learning From Inaccurate and Incomplete Traffic Flow Data

Francesco Alesiani, Mahsa Faizrahnemoon, Luis Moreira-Matias, 2018, IEEE Transactions on Intelligent Transportation Systems.

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

James Bailey, Xuan Vinh Nguyen, Florin Schimbinschi, 2017, Expert Syst. Appl..

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

Luís Moreira-Matias, Mahsa Faizrahnemoon, Mahsa Francesco Alesiani, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

Bus Bunching Detection by Mining Sequences of Headway Deviations

Carlos Abreu Ferreira, João Mendes-Moreira, Jorge Freire de Sousa, 2012, ICDM.

Shallow Self-Learning for Reject Inference in Credit Scoring

P. Katsas, S. Lessmann, L. Moreira-Matias, 2019, ECML/PKDD.

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

Michel Ferreira, João Mendes-Moreira, Luís Damas, 2013, EPIA.

A predictive model for the passenger demand on a taxi network

João Gama, Michel Ferreira, Luís Moreira-Matias, 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

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

Haneen Farah, M. Matias, L. Moreira-Matias, 2017, IEEE Transactions on Intelligent Transportation Systems.

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

J. Bailey, X. Nguyen, F. Schimbinschi, 2017, Expert Syst. Appl..

On Recommending Urban Hotspots to Find Our Next Passenger

Ricardo Fernandes, Michel Ferreira, João Mendes-Moreira, 2013, UDM@IJCAI.

Feature Selection Issues in Long-Term Travel Time Prediction

Oded Cats, Luís Moreira-Matias, Jihed Khiari, 2016, IDA.