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Gama, João

Co-Author Distance
Author ID: gama.joao Recent zbMATH articles by "Gama, João"
Published as: Gama, João; Gama, Joao; Gama, J.
Documents Indexed: 26 Publications since 1999, including 1 Book
8 Contributions as Editor
Co-Authors: 46 Co-Authors with 26 Joint Publications
450 Co-Co-Authors
all top 5

Co-Authors

8 single-authored
5 Brazdil, Pavel B.
5 Jorge, Alípio Mário
4 Castillo, Gladys
3 Zliobaite, Indre
2 Bielza, Concha
2 Camacho, Rui
2 Fanaee-T, Hadi
2 Gaber, Mohamed Medhat
2 Medas, Pedro
2 Rodrigues, Pedro Pereira
2 Torgo, Luis
1 Amado, Nuno
1 Aminian, Ehsan
1 Barros, Rodrigo C.
1 Bifet, Albert
1 Bouchachia, Abdelhamid
1 Bradley, Elizabeth
1 Cardoso, Douglas O.
1 Ceci, Michelangelo
1 Corizzo, Roberto
1 Santos Costa, Vítor
1 D’Azevedo Breda, Ana M. R.
1 de Amo, Sandra
1 Džeroski, Sašo
1 Faria, Elaine R.
1 Fernandes, Sofia
1 França, Felipe Maia Galvão
1 Ganguly, Aurrop R.
1 Hilario, Melanie
1 Hollmén, Jaakko
1 Hruschka, Eduardo Raul
1 Ikonomovska, Elena
1 Kalousis, Alexandros
1 Oliveira, Gina M. B.
1 Omitaomu, Olufemi A.
1 Pechenizkiy, Mykola
1 Pereira, Fabíola S. F.
1 Ponce de Leon Ferreira de Carvalho, André Carlos
1 Ribeiro, Rita P.
1 Sebastião, Raquel
1 Silva, Fernando
1 Silva, Jonathan A.
1 Šmuc, Tomislav
1 Suarez, C. E.
1 Tišljarić, Leo
1 Vatsavai, Ranga Raju
all top 5

Serials

9 Machine Learning
4 Lecture Notes in Computer Science
3 Data Mining and Knowledge Discovery
2 ACM Computing Surveys
1 Information Sciences
1 Journal of Mathematical Economics
1 Theoretical Computer Science
1 Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

Fields

31 Computer science (68-XX)
6 General and overarching topics; collections (00-XX)
6 Statistics (62-XX)
2 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 Mathematics education (97-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

21 Publications have been cited 267 times in 193 Documents Cited by ▼ Year ▼
A survey on concept drift adaptation. Zbl 1305.68141
Gama, João; Žliobaitė, Indrė; Bifet, Albert; Pechenizkiy, Mykola; Bouchachia, Abdelhamid
70
2014
Knowledge discovery from data streams. Zbl 1230.68017
Gama, João
44
2010
Learning with drift detection. Zbl 1105.68376
Gama, João; Medas, Pedro; Castillo, Gladys; Rodrigues, Pedro
39
2004
On evaluating stream learning algorithms. Zbl 1260.68329
Gama, João; Sebastião, Raquel; Rodrigues, Pedro Pereira
19
2013
Learning model trees from evolving data streams. Zbl 1235.68158
Ikonomovska, Elena; Gama, João; Džeroski, Sašo
18
2011
Functional trees. Zbl 1078.68699
Gama, João
15
2004
Learning from data streams. Processing techniques in sensor networks. Zbl 1153.68361
15
2007
Data stream clustering, a survey. Zbl 1288.68200
Silva, Jonathan A.; Faria, Elaine R.; Barros, Rodrigo C.; Hruschka, Eduardo R.; de Carvalho, André C. P. L. F.; Gama, João
13
2013
Cascade generalization. Zbl 0966.68180
Gama, João; Brazdil, Pavel
8
2000
Iterative Bayes. Zbl 1026.68071
Gama, João
4
2003
A linear-Bayes classifier. Zbl 1043.68659
Gama, João
4
2000
Linear tree. Zbl 1059.68606
Gama, João; Brazdil, Pavel
3
1999
Knowledge discovery in databases: PKDD 2005. 9th European conference on principles and practice of knowledge discovery in databases, Porto, Portugal, October 3–7, 2005. Proceedings. Zbl 1143.68309
3
2005
Multi-aspect renewable energy forecasting. Zbl 1479.62070
Corizzo, Roberto; Ceci, Michelangelo; Fanaee-T, Hadi; Gama, Joao
3
2021
Functional trees. Zbl 1469.68084
Gama, João
2
2004
Iterative Bayes. Zbl 1055.68555
Gama, João
2
2000
On data and algorithms: Understanding inductive performance. Zbl 1078.68705
Kalousis, Alexandros; Gama, João; Hilario, Melanie
1
2004
Weightless neural networks for open set recognition. Zbl 1460.62158
Cardoso, Douglas O.; Gama, João; França, Felipe M. G.
1
2017
Machine learning: ECML 2005. 16th European conference on machine learning, Porto, Portugal, October 3–7, 2005. Proceedings. Zbl 1142.68302
1
2005
Adaptive Bayes for a student modeling prediction task based on learning styles. Zbl 1039.68810
Castillo, Gladys; Gama, João; Breda, Ana M.
1
2003
Chebyshev approaches for imbalanced data streams regression models. Zbl 1491.62055
Aminian, Ehsan; Ribeiro, Rita P.; Gama, João
1
2021
Multi-aspect renewable energy forecasting. Zbl 1479.62070
Corizzo, Roberto; Ceci, Michelangelo; Fanaee-T, Hadi; Gama, Joao
3
2021
Chebyshev approaches for imbalanced data streams regression models. Zbl 1491.62055
Aminian, Ehsan; Ribeiro, Rita P.; Gama, João
1
2021
Weightless neural networks for open set recognition. Zbl 1460.62158
Cardoso, Douglas O.; Gama, João; França, Felipe M. G.
1
2017
A survey on concept drift adaptation. Zbl 1305.68141
Gama, João; Žliobaitė, Indrė; Bifet, Albert; Pechenizkiy, Mykola; Bouchachia, Abdelhamid
70
2014
On evaluating stream learning algorithms. Zbl 1260.68329
Gama, João; Sebastião, Raquel; Rodrigues, Pedro Pereira
19
2013
Data stream clustering, a survey. Zbl 1288.68200
Silva, Jonathan A.; Faria, Elaine R.; Barros, Rodrigo C.; Hruschka, Eduardo R.; de Carvalho, André C. P. L. F.; Gama, João
13
2013
Learning model trees from evolving data streams. Zbl 1235.68158
Ikonomovska, Elena; Gama, João; Džeroski, Sašo
18
2011
Knowledge discovery from data streams. Zbl 1230.68017
Gama, João
44
2010
Learning from data streams. Processing techniques in sensor networks. Zbl 1153.68361
15
2007
Knowledge discovery in databases: PKDD 2005. 9th European conference on principles and practice of knowledge discovery in databases, Porto, Portugal, October 3–7, 2005. Proceedings. Zbl 1143.68309
3
2005
Machine learning: ECML 2005. 16th European conference on machine learning, Porto, Portugal, October 3–7, 2005. Proceedings. Zbl 1142.68302
1
2005
Learning with drift detection. Zbl 1105.68376
Gama, João; Medas, Pedro; Castillo, Gladys; Rodrigues, Pedro
39
2004
Functional trees. Zbl 1078.68699
Gama, João
15
2004
Functional trees. Zbl 1469.68084
Gama, João
2
2004
On data and algorithms: Understanding inductive performance. Zbl 1078.68705
Kalousis, Alexandros; Gama, João; Hilario, Melanie
1
2004
Iterative Bayes. Zbl 1026.68071
Gama, João
4
2003
Adaptive Bayes for a student modeling prediction task based on learning styles. Zbl 1039.68810
Castillo, Gladys; Gama, João; Breda, Ana M.
1
2003
Cascade generalization. Zbl 0966.68180
Gama, João; Brazdil, Pavel
8
2000
A linear-Bayes classifier. Zbl 1043.68659
Gama, João
4
2000
Iterative Bayes. Zbl 1055.68555
Gama, João
2
2000
Linear tree. Zbl 1059.68606
Gama, João; Brazdil, Pavel
3
1999
all cited Publications top 5 cited Publications
all top 5

Cited by 511 Authors

8 Adams, Niall M.
6 Bifet, Albert
6 Gama, João
5 Lughofer, Edwin
4 Del Ser, Javier
4 Krawczyk, Bartosz
3 Angelov, Plamen Parvanov
3 Džeroski, Sašo
3 Gabrys, Bogdan
3 Hand, David J.
3 Hullermeier, Eyke
3 Koh, Yun Sing
3 Lobo, Jesus L.
3 Pavlidis, Nicos G.
3 Pears, Russel
3 Pechenizkiy, Mykola
3 Tasoulis, Dimitris K.
3 Zhao, Peng
3 Zhou, Zhihua
3 Zliobaite, Indre
2 Anagnostopoulos, Christoforos
2 Bobrov, E. A.
2 Bodenham, Dean A.
2 Caminhas, Walmir M.
2 Cano, Alberto
2 Eckley, Idris A.
2 El-Aroui, Mhamed-Ali
2 Frank, Eibe
2 Giannakopoulos, Yiannis
2 Hall, Mark A.
2 Halstead, Ben
2 Herrera, Francisco
2 Hervás-Martínez, César
2 Hoeltgebaum, Henrique
2 Holmes, Geoffrey
2 Inamdar, Tanmay C.
2 Jaworski, Maciej
2 Kedziora, David Jacob
2 Landwehr, Niels
2 Lemos, André P.
2 Loh, Wei-Yin
2 Lu, Jie
2 Lu, Ning
2 Musiał, Katarzyna
2 Osojnik, Aljaž
2 Pai, Shreyas
2 Panov, Panče
2 Pemmaraju, Sriram V.
2 Pfahringer, Bernhard
2 Plasse, Joshua
2 Potts, Duncan
2 Pratama, Mahardhika
2 Price, Christopher John
2 Riddle, Patricia J.
2 Robertson, B. L.
2 Rokach, Lior
2 Sammut, Claude
2 Shahparast, Homeira
2 Shaker, Ammar
2 Stefanowski, Jerzy
2 Vanschoren, Joaquin
2 Webb, Geoffrey I.
2 Wickramarachchi, Darshana Chitraka
2 Zhang, Guangquan
1 Abraham, Zubin
1 Aguilera, Ana M.
1 Ahmad, Subutai
1 Ahn, Kook Jin
1 Ali, Waqar
1 Aminian, Ehsan
1 Anavatti, Sreenatha Gopalarao
1 Appice, Annalisa
1 Arp, Laurens
1 Artikis, Alexander
1 Askari, Bahman
1 Athey, Susan
1 Austin, Edward
1 Azzag, Hanene
1 Badar, Maryam
1 Badarna, Murad
1 Bain, Michael E.
1 Bakirov, Rashid
1 Balle, Borja
1 Bandyapadhyay, Sayan
1 Baratchi, Mitra
1 Barber, Stuart
1 Batista, Gustavo E. A. P. A.
1 Baydogan, Mustafa Gokce
1 Becchetti, Luca
1 Benbernou, Salima
1 Bernardo, Alessio
1 Bertiger, Anna S.
1 Bertini, João Roberto
1 Bezerra, Clauber Gomes
1 Bi, Ran
1 Bielza, Concha
1 Bilbao, Miren Nekane
1 Blondé, Lionel
1 Bodyanskij, E. V.
1 Bontempi, Gianluca
...and 411 more Authors
all top 5

Cited in 55 Serials

38 Machine Learning
26 Information Sciences
17 Data Mining and Knowledge Discovery
6 International Journal of Applied Mathematics and Computer Science
5 Pattern Recognition
5 Computational Statistics and Data Analysis
5 Statistical Analysis and Data Mining
5 Statistics and Computing
4 Artificial Intelligence
4 Theoretical Computer Science
4 International Journal of Approximate Reasoning
4 European Journal of Operational Research
4 Advances in Data Analysis and Classification. ADAC
3 Journal of the Franklin Institute
3 Journal of Computational and Graphical Statistics
2 ACM Computing Surveys
2 Physics Reports
2 The Annals of Statistics
2 Fuzzy Sets and Systems
2 Moscow University Computational Mathematics and Cybernetics
2 Neural Networks
2 Communications in Statistics. Simulation and Computation
2 Journal of Machine Learning Research (JMLR)
2 The Annals of Applied Statistics
2 Foundations and Trends in Machine Learning
2 Computer Science Review
1 International Journal of Systems Science
1 Applied Mathematics and Computation
1 International Statistical Review
1 Statistics & Probability Letters
1 Journal of Classification
1 Statistical Science
1 Algorithmica
1 Neural Computation
1 International Journal of Adaptive Control and Signal Processing
1 Automation and Remote Control
1 Journal of Statistical Computation and Simulation
1 International Journal of Computer Vision
1 Constraints
1 Mathematical Problems in Engineering
1 European Journal of Control
1 Journal of Combinatorial Optimization
1 Australian & New Zealand Journal of Statistics
1 Computational Geosciences
1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
1 Theory and Practice of Logic Programming
1 Journal of Intelligent and Fuzzy Systems
1 Journal of Applied Logic
1 Journal of Industrial and Management Optimization
1 International Journal of Semantic Computing
1 Vestnik Yuzhno-Ural’skogo Gosudarstvennogo Universiteta. Seriya Matematicheskoe Modelirovanie i Programmirovanie
1 Algorithms
1 Arabian Journal for Science and Engineering
1 SN Operations Research Forum
1 Stat
all top 5

Cited in 15 Fields

142 Computer science (68-XX)
100 Statistics (62-XX)
15 Operations research, mathematical programming (90-XX)
10 Systems theory; control (93-XX)
6 Numerical analysis (65-XX)
6 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
5 Combinatorics (05-XX)
5 Information and communication theory, circuits (94-XX)
4 Geophysics (86-XX)
3 Biology and other natural sciences (92-XX)
2 General and overarching topics; collections (00-XX)
2 Dynamical systems and ergodic theory (37-XX)
2 Probability theory and stochastic processes (60-XX)
1 Linear and multilinear algebra; matrix theory (15-XX)
1 Quantum theory (81-XX)

Citations by Year