João Manuel Portela da Gama


AuthID: R-000-75X

Confirmed Publications: 519



91
TITLE: A scalable saliency-based feature selection method with instance-level information  Full Text
AUTHORS: Cancela, B ; Bolon Canedo, V; Alonso Betanzos, A; Gama, J ;
PUBLISHED: 2020, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 192
INDEXED IN: Scopus WOS DBLP CrossRef: 9
IN MY: ORCID | DBLP
92
TITLE: A Study on Imbalanced Data Streams
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2020, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2019, PT II, VOLUME: 1168
INDEXED IN: Scopus WOS DBLP CrossRef: 2
IN MY: ORCID | DBLP
93
TITLE: Assembled Feature Selection for Credit Scoring in Microfinance with Non-traditional Features
AUTHORS: Saulo Ruiz; Pedro Gomes; Luís Rodrigues; João Gama ;
PUBLISHED: 2020, SOURCE: 23rd International Conference on Discovery Science, DS 2020 in Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, VOLUME: 12323
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP
94
TITLE: AutoML for Stream k-Nearest Neighbors Classification
AUTHORS: Bahri, M; Veloso, B ; Bifet, A; Gama, J ;
PUBLISHED: 2020, SOURCE: 8th IEEE International Conference on Big Data (Big Data) in 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA)
INDEXED IN: Scopus WOS DBLP CrossRef: 5
IN MY: ORCID | DBLP
95
TITLE: BRIGHT-Drift-Aware Demand Predictions for Taxi Networks  Full Text
AUTHORS: Saadallah, A; Moreira Matias, L; Sousa, R ; Khiari, J; Jenelius, E; Gama, J ;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 32, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 24
IN MY: ORCID
96
TITLE: Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods  Full Text
AUTHORS: Saeed Nosratabadi; Amirhosein Mosavi; Duan, P; Pedram Ghamisi; Ferdinand Filip; Shahab S Band; Uwe Reuter; Joao Gama ; Amir H Gandomi;
PUBLISHED: 2020, SOURCE: MATHEMATICS, VOLUME: 8, ISSUE: 10
INDEXED IN: WOS CrossRef: 80
IN MY: ORCID
97
TITLE: Detecting Geographical Competitive Structure for POI Visit Dynamics
AUTHORS: Teru Fujii; Masahito Kumano; João Gama ; Masahiro Kimura;
PUBLISHED: 2020, SOURCE: 9th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2020 in Complex Networks & Their Applications IX - Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2020, 1-3 December 2020, Madrid, Spain., VOLUME: 944
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
98
TITLE: Discovering locations and habits from human mobility data  Full Text
AUTHORS: Andrade, T ; Cancela, B ; Gama, J ;
PUBLISHED: 2020, SOURCE: ANNALS OF TELECOMMUNICATIONS, VOLUME: 75, ISSUE: 9-10
INDEXED IN: Scopus WOS DBLP CrossRef: 11
IN MY: ORCID | DBLP
99
TITLE: ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings
AUTHORS: Irena Koprinska; Michael Kamp; Annalisa Appice; Corrado Loglisci; Luiza Antonie; Albrecht Zimmermann; Riccardo Guidotti; Özlem Özgöbek; Rita P Ribeiro ; Ricard Gavaldà; João Gama ; Linara Adilova; Yamuna Krishnamurthy; Pedro M Ferreira; Donato Malerba; Ibéria Medeiros; Michelangelo Ceci; Giuseppe Manco; Elio Masciari; Zbigniew W Ras; Peter Christen; Eirini Ntoutsi; Erich Schubert; Arthur Zimek; Anna Monreale; Przemyslaw Biecek; Salvatore Rinzivillo; Benjamin Kille; Andreas Lommatzsch; Jon Atle Gulla; ...More
PUBLISHED: 2020, SOURCE: PKDD/ECML Workshops, VOLUME: 1323
INDEXED IN: DBLP
IN MY: ORCID | DBLP
100
TITLE: Failure Detection of an Air Production Unit in Operational Context
AUTHORS: Mariana Barros; Bruno Veloso ; Pedro Mota Pereira; Rita P Ribeiro ; João Gama ;
PUBLISHED: 2020, SOURCE: 2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and 1st International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 in IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning - Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers, VOLUME: 1325
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP
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