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TITLE: BRIGHT-Drift-Aware Demand Predictions for Taxi Networks  Full Text
AUTHORS: Amal Saadallah; Luis Moreira Matias; Ricardo Sousa; Jihed Khiari; Erik Jenelius; Joao Gama ;
SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 32, ISSUE: 2, PUBLISHED: 2020
INDEXED IN: WOS
2
TITLE: Active learning by clustering for drifted data stream classification
AUTHORS: Zgraja, J; Gama, J ; Woźniak, M;
SOURCE: Workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018 in Communications in Computer and Information Science, VOLUME: 967, PUBLISHED: 2019
INDEXED IN: Scopus CrossRef
IN MY: ORCID
3
TITLE: Adapting ClusTree for more challenging data stream environments
AUTHORS: Jakub Zgraja; Richard Hugh Moulton; Joao Gama ; Andrzej Kasprzak; Michal Wozniak;
SOURCE: JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, VOLUME: 37, ISSUE: 6, PUBLISHED: 2019
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
4
TITLE: BRIGHT - Drift-aware demand predictions for taxi networks (Extended Abstract)
AUTHORS: Saadallah, A; Moreira Matias, L; Sousa, R; Khiari, J; Jenelius, E; Gama, J ;
SOURCE: 35th IEEE International Conference on Data Engineering, ICDE 2019 in Proceedings - International Conference on Data Engineering, VOLUME: 2019-April, PUBLISHED: 2019
INDEXED IN: Scopus CrossRef
IN MY: ORCID
5
TITLE: Clustering in the presence of concept drift
AUTHORS: Moulton, RH; Viktor, HL; Japkowicz, N; Gama, J ;
SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11051 LNAI, PUBLISHED: 2019
INDEXED IN: Scopus
IN MY: ORCID
6
TITLE: Clustering in the Presence of Concept Drift
AUTHORS: Richard Hugh Moulton; Herna L Viktor; Nathalie Japkowicz; João Gama ;
SOURCE: Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science, PUBLISHED: 2019
INDEXED IN: CrossRef: 1
IN MY: ORCID
7
TITLE: Contrasting logical sequences in multi-relational learning  Full Text
AUTHORS: Carlos Abreu Ferreira ; Joao Gama ; Vitor Santos Costa;
SOURCE: PROGRESS IN ARTIFICIAL INTELLIGENCE, VOLUME: 8, ISSUE: 4, PUBLISHED: 2019
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
8
TITLE: Correction to: Database Systems for Advanced Applications
AUTHORS: Guoliang Li; Jun Yang; Joao Gama ; Juggapong Natwichai; Yongxin Tong;
SOURCE: Database Systems for Advanced Applications - Lecture Notes in Computer Science, PUBLISHED: 2019
INDEXED IN: CrossRef
IN MY: ORCID
9
TITLE: Credit scoring for microfinance using behavioral data in emerging markets
AUTHORS: Saulo Ruiz; Pedro Gomes; Luis Rodrigues; Joao Gama ;
SOURCE: INTELLIGENT DATA ANALYSIS, VOLUME: 23, ISSUE: 6, PUBLISHED: 2019
INDEXED IN: WOS CrossRef
IN MY: ORCID
10
TITLE: Discovering Common Pathways Across Users’ Habits in Mobility Data
AUTHORS: Andrade, T ; Cancela, B; Gama, J ;
SOURCE: 19th EPIA Conference on Artificial Intelligence, EPIA 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11805 LNAI, PUBLISHED: 2019
INDEXED IN: Scopus CrossRef
IN MY: ORCID
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