João Gama

Laboratory of Artificial Intelligence and Decision Support,
and Faculty of Economics,
University of Porto
Porto, Portugal

My scientific interests are:

• Machine Learning
• Online Learning from Datastreams
• Combining Classifiers
• Constructive Induction
• Characterization of learning algorithms
• Probabilistic Reasoning

Activities

• Discovery Science 2009
  
• ADMA 2009
  
• Data Streams
  Knowledge Discovery from Data Streams J. Gama, published by CRC Press (2010)
  Learning from Data Streams -- Processing Techniques in Sensor Networks J. Gama, M. Gaber (Eds) published by Springer Verlag.
  Data Streams Track- SAC11.
  Data Streams Track- SAC10.
  Data Streams Track- SAC09.
  First Ubiquitous Knowledge Discovery Workshop (UKD08) - ECML/PKDD 08.
  ACM SIGKDD Knowledge Discovery from Sensor Data - KDD08.
  Data Streams Track- SAC08.
  International Workshop on Knowledge Discovery from Ubiquitous Data Streams - ECML/PKDD 07.
  ACM SIGKDD Knowledge Discovery from Sensor Data - KDD07.
  Data Streams Track- SAC07.
  Fourth International Workshop on Knowledge Discovery from data Streams - ECML/PKDD 06.
  Third International Workshop on Knowledge Discovery from data Streams - ICML 06.
  Second International Workshop on Knowledge Discovery from data Streams - ECML/PKDD 05 (with J. Aguilar).
  First International Workshop on Knowledge Discovery from data Streams - ECML/PKDD 04 (with J. Aguilar).
• European Conference on Machine Learning - ECML05.
• Adaptive Learning Systems: Projects
  
  • Knowledge Discovery from Ubiquitous Data Streams (PTDC/EIA/098355/2008)
  • Adaptive Learning Systems II (POSC/EIA/55340/2004)
  • Projecto Adatptive Learning Systems - ALES (POSI/SRI/39770/2001) .
• Special Issue of IDA
  Incremental Learning Systems capable of dealing with Concept Drift

Member of the Editorial Board of the Machine Learning Journal

Member of the Editorial Board of the Intelligent Data Analysis Journal

Member of the Editorial Board of the New Generation Computing
Member of the APPIA (Associacao Portuguesa para a Inteligencia Artificial)
Member of the IEEE .

Email: jgama@fep.up.pt.
Surface mail:

LIAAD, Rua de Ceuta, 118, 6º
4050-190 Porto, Portugal
Phone : (+351) 22 339 20 94
Fax : (+351) 22 33 92 099

Publications at DBLP

• 1 Selected Publications
  • 1.1 Book Chapters
  • 1.2 Journal Papers
  • 1.3 Conference Papers
• 2 Teaching
  • 2.1 Informatics
  • 2.2 Base de Dados e Conhecimento
  • 2.3 Master Course(MADSAD)
    • 2.3.1 Extracção de Conhecimento de Dados
    • 2.3.2 Bases de Dados e Programação
• 3 Software Available
• 4 Useful Links