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Luís Moreira-Matias
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Publications
- 2016
- [j5]Luís Moreira-Matias, Oded Cats, João Gama, João Mendes-Moreira, Jorge Freire de Sousa:
An online learning approach to eliminate Bus Bunching in real-time. Appl. Soft Comput. 47: 460-482 (2016) - [j4]Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas:
Time-evolving O-D matrix estimation using high-speed GPS data streams. Expert Syst. Appl. 44: 275-288 (2016) - [c17]Luís Moreira-Matias, João Gama, João Mendes-Moreira:
Concept Neurons - Handling Drift Issues for Real-Time Industrial Data Mining. ECML/PKDD (3) 2016: 96-111 - 2015
- [j3]João Mendes-Moreira, Luís Moreira-Matias, João Gama, Jorge Freire de Sousa:
Validating the coverage of bus schedules: A Machine Learning approach. Inf. Sci. 293: 299-313 (2015) - [j2]Luís Moreira-Matias, João Mendes-Moreira, Jorge Freire de Sousa, João Gama:
Improving Mass Transit Operations by Using AVL-Based Systems: A Survey. IEEE Trans. Intell. Transp. Syst. 16(4): 1636-1653 (2015) - [c14]João Mendes-Moreira, Luís Moreira-Matias:
On Learning from Taxi GPS Traces (Preamble). DC@PKDD/ECML 2015 - [e1]Adolfo Martínez Usó, João Mendes-Moreira, Luís Moreira-Matias, Meelis Kull, Nicolas Lachiche:
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. CEUR Workshop Proceedings 1526, CEUR-WS.org 2015 [contents] - [d1]Luís Moreira-Matias, Michel Ferreira, João Mendes Moreira:
Taxi Service Trajectory - Prediction Challenge, ECML PKDD 2015. UCI Machine Learning Repository, 2015 - 2014
- [c13]Luís Moreira-Matias, João Gama, João Mendes-Moreira, Jorge Freire de Sousa:
An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time. IDA 2014: 227-238 - [c12]Luís Moreira-Matias, Rafael Nunes, Michel Ferreira, João Mendes-Moreira, João Gama:
On Predicting a Call Center's Workload: A Discretization-Based Approach. ISMIS 2014: 548-553 - [c10]Luís Moreira-Matias, João Mendes-Moreira, Michel Ferreira, João Gama, Luís Damas:
An online learning framework for predicting the taxi stand's profitability. ITSC 2014: 2009-2014 - 2013
- [j1]Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas:
Predicting Taxi-Passenger Demand Using Streaming Data. IEEE Trans. Intell. Transp. Syst. 14(3): 1393-1402 (2013) - [c9]Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas:
On Predicting the Taxi-Passenger Demand: A Real-Time Approach. EPIA 2013: 54-65 - [c8]Luís Moreira-Matias, Ricardo Fernandes, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas:
On Recommending Urban Hotspots to Find Our Next Passenger. UDM@IJCAI 2013: 17 - 2012
- [c7]Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas:
Online Predictive Model for Taxi Services. IDA 2012: 230-240 - [c6]Luís Moreira-Matias, Carlos Abreu Ferreira, João Gama, João Mendes-Moreira, Jorge Freire de Sousa:
Bus Bunching Detection by Mining Sequences of Headway Deviations. ICDM 2012: 77-91 - [c4]Luís Moreira-Matias, João Mendes-Moreira, João Gama, Pavel Brazdil:
Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix. MLDM 2012: 525-539 - [c2]Luís Moreira-Matias, Ricardo Fernandes, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas:
An online recommendation system for the taxi stand choice problem (Poster). VNC 2012: 173-180
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