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About

About

João Gama is Associate Professor of the Faculty of Economy, University of Porto. He is a researcher and vice-director of LIAAD, a group belonging to INESC TEC. He got the PhD degree from the University of Porto, in 2000. He is Senior member of IEEE.

He has worked in several National and European projects on Incremental and Adaptive learning systems, Ubiquitous Knowledge Discovery, Learning from Massive, and Structured Data, etc. He served as Co-Program chair of ECML'2005, DS'2009, ADMA'2009, IDA' 2011, and ECML/PKDD'2015. He served as track chair on Data Streams with ACM SAC from 2007 till 2016. He organized a series of Workshops on Knowledge Discovery from Data Streams with ECML/PKDD, and Knowledge Discovery from Sensor Data with ACM SIGKDD. He is author of several books in Data Mining (in Portuguese) and authored a monograph on Knowledge Discovery from Data Streams. He authored more than 250 peer-reviewed papers in areas related to machine learning, data mining, and data streams. He is a member of the editorial board of international journals ML, DMKD, TKDE, IDA, NGC, and KAIS. He (co-)supervised more than 12 PhD students and 50 Msc students.

Interest
Topics
Details

Details

  • Name

    João Gama
  • Cluster

    Computer Science
  • Role

    Research Coordinator
  • Since

    01st April 2009
005
Publications

2018

Proceedings of the Workshop on Large-scale Learning from Data Streams in Evolving Environments (STREAMEVOLV 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016), Riva del Garda, Italy, September 23, 2016

Authors
Mouchaweh, MS; Bouchachia, H; Gama, J; Ribeiro, RP;

Publication
STREAMEVOLV@ECML-PKDD

Abstract

2018

Multi-label classification from high-speed data streams with adaptive model rules and random rules

Authors
Sousa, R; Gama, J;

Publication
Progress in Artificial Intelligence

Abstract

2018

Personalised Dynamic Viewer Profiling for Streamed Data

Authors
Veloso, B; Malheiro, B; Burguillo, JC; Foss, JD; Gama, J;

Publication
Advances in Intelligent Systems and Computing - Trends and Advances in Information Systems and Technologies

Abstract

2018

Forgetting techniques for stream-based matrix factorization in recommender systems

Authors
Matuszyk, P; Vinagre, J; Spiliopoulou, M; Jorge, AM; Gama, J;

Publication
Knowl. Inf. Syst.

Abstract

2018

Incremental TextRank - Automatic Keyword Extraction for Text Streams

Authors
Sarmento, RP; Cordeiro, M; Brazdil, P; Gama, J;

Publication
Proceedings of the 20th International Conference on Enterprise Information Systems, ICEIS 2018, Funchal, Madeira, Portugal, March 21-24, 2018, Volume 1.

Abstract

Supervised
thesis

2017

Previsão de tempos cirúrgicos num hospital

Author
Sílvia Susana de Moura Carvalho

Institution
UP-FEP

2017

Análise de variação de consumos de instalações não telecontadas

Author
Hélder Manuel Rodrigues Pereira da Costa

Institution
UP-FEP

2017

Internship at PwC Belgium: Entity extraction

Author
Tomáš Zdražil

Institution
UP-FEP

2017

Exploratory analisys: The importance of the Ego in a trust network

Author
Marta Pinto Leite Maximiano Ferreira

Institution
UP-FEP

2017

Massive Scale Streaming Graphs: Evolutionary Network Analysis and Mining

Author
Shazia Tabassum

Institution
UP-FEP