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2020 – today
- 2024
[i4]Nikita Kozodoi, Stefan Lessmann, Morteza Alamgir, Luís Moreira-Matias, Konstantinos Papakonstantinou:
Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models. CoRR abs/2407.13009 (2024)- 2021
- [j16]Chao Chen, Flora D. Salim, Luís Moreira-Matias, Sha Zhao:
Special issue on vehicles as sensing devices: from observations to actionable insights. J. Ambient Intell. Humaniz. Comput. 12(1): 147-149 (2021) - 2020
- [j15]Jianming Lv
, Qinghui Sun, Qing Li, Luís Moreira-Matias:
Multi-Scale and Multi-Scope Convolutional Neural Networks for Destination Prediction of Trajectories. IEEE Trans. Intell. Transp. Syst. 21(8): 3184-3195 (2020) - [j14]Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama:
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks. IEEE Trans. Knowl. Data Eng. 32(2): 234-245 (2020)
2010 – 2019
- 2019
- [c25]Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama:
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks (Extended Abstract). ICDE 2019: 2145-2146 - [c24]Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou:
Shallow Self-learning for Reject Inference in Credit Scoring. ECML/PKDD (3) 2019: 516-532 - [i3]Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou:
Shallow Self-Learning for Reject Inference in Credit Scoring. CoRR abs/1909.06108 (2019) - 2018
- [j13]Luís Moreira-Matias:
ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee [Technical Activities]. IEEE Intell. Transp. Syst. Mag. 10(3): 205 (2018) - [j12]Leye Wang, Vincent Gauthier, Guanling Chen, Luís Moreira-Matias:
Special issue on extracting crowd intelligence from pervasive and social big data. J. Ambient Intell. Humaniz. Comput. 9(6): 2009-2010 (2018) - [j11]Xiangjie Kong, Menglin Li, Tao Tang, Kaiqi Tian, Luís Moreira-Matias, Feng Xia:
Shared Subway Shuttle Bus Route Planning Based on Transport Data Analytics. IEEE Trans Autom. Sci. Eng. 15(4): 1507-1520 (2018) - [j10]Luís Moreira-Matias, João Manuel Portela da Gama, Cristina Olaverri-Monreal, Rahul Nair, Roberto Trasarti:
Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 19(11): 3626-3629 (2018) - [j9]Francesco Alesiani, Luís Moreira-Matias, Mahsa Faizrahnemoon:
On Learning From Inaccurate and Incomplete Traffic Flow Data. IEEE Trans. Intell. Transp. Syst. 19(11): 3698-3708 (2018) - [j8]Vítor Cerqueira, Luís Moreira-Matias, Jihed Khiari, Hans van Lint:
On Evaluating Floating Car Data Quality for Knowledge Discovery. IEEE Trans. Intell. Transp. Syst. 19(11): 3749-3760 (2018) - [c23]Jihed Khiari, Luís Moreira-Matias, Ammar Shaker, Bernard Zenko, Saso Dzeroski:
MetaBags: Bagged Meta-Decision Trees for Regression. ECML/PKDD (1) 2018: 637-652 - [i2]Xiao He, Luís Moreira-Matias:
Robust Continuous Co-Clustering. CoRR abs/1802.05036 (2018) - [i1]Jihed Khiari, Luís Moreira-Matias, Ammar Shaker, Bernard Zenko, Saso Dzeroski:
MetaBags: Bagged Meta-Decision Trees for Regression. CoRR abs/1804.06207 (2018) - 2017
- [j7]Florin Schimbinschi, Luís Moreira-Matias, Xuan Vinh Nguyen, James Bailey:
Topology-regularized universal vector autoregression for traffic forecasting in large urban areas. Expert Syst. Appl. 82: 301-316 (2017) - [j6]Luís Moreira-Matias, Haneen Farah:
On Developing a Driver Identification Methodology Using In-Vehicle Data Recorders. IEEE Trans. Intell. Transp. Syst. 18(9): 2387-2396 (2017) - [c22]Aitor del Pino Saavedra Hernández, Javier J. Sánchez Medina, Luís Moreira-Matias:
A Simple Classification Approach to Traffic Flow State Estimation. EUROCAST (2) 2017: 435-439 - 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) - [c21]Syed Murtaza Hassan, Luís Moreira-Matias, Jihed Khiari, Oded Cats:
Feature Selection Issues in Long-Term Travel Time Prediction. IDA 2016: 98-109 - [c20]Luís Moreira-Matias, Vítor Cerqueira:
CJAMmer - traffic JAM Cause Prediction using Boosted Trees. ITSC 2016: 743-748 - [c19]Jihed Khiari, Luís Moreira-Matias, Vítor Cerqueira, Oded Cats:
Automated Setting of Bus Schedule Coverage Using Unsupervised Machine Learning. PAKDD (1) 2016: 552-564 - [c18]Faqir Zarrar Yousaf, Carlos Goncalves, Luís Moreira-Matias, Xavier Costa-Pérez:
RAVA - Resource aware VNF agnostic NFV orchestration method for virtualized networks. PIMRC 2016: 1-6 - [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
- [b1]Luís Moreira-Matias:
On Improving Operational Planning and Control in Public Transportation Networks using Streaming Data: A Machine Learning Approach. University of Porto, Portugal, 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) - [c16]Mahsa Francesco Alesiani, Mahsa Faizrahnemoon, Luís Moreira-Matias:
A Scenario-Oriented Approach for Noise Detection on Traffic Flow Data. ITSC 2015: 143-148 - [c15]Luís Moreira-Matias, Francesco Alesiani:
Drift3Flow: Freeway-Incident Prediction Using Real-Time Learning. ITSC 2015: 566-571 - [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 - [c11]Rafael Nunes, Luís Moreira-Matias, Michel Ferreira:
Using exit time predictions to optimize self automated parking lots. ITSC 2014: 302-307 - [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 - [c5]Luís Moreira-Matias, João Gama, Michel Ferreira, Luís Damas:
A predictive model for the passenger demand on a taxi network. ITSC 2012: 1014-1019 - [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 - [c3]Michel Ferreira, Ricardo Fernandes, Hugo Conceição, Pedro Emanuel Rodrigues Gomes, Pedro M. d'Orey, Luís Moreira-Matias, João Gama, Fernanda Lima, Luís Damas:
Vehicular Sensing: Emergence of a Massive Urban Scanner. S-CUBE 2012: 1-14 - [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 - 2010
- [c1]Luís Moreira-Matias:
Developing Dynamic Reports Using Rich Internet Applications. CENTERIS (2) 2010: 436-445
Coauthor Index
aka: João Manuel Portela da Gama
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last updated on 2024-08-25 20:06 CEST by the dblp team
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