João Gama

Joao Gama

2009
66	EE	João Gama, Pedro Pereira Rodrigues, Raquel Sebastião: Evaluating algorithms that learn from data streams. SAC 2009: 1496-1500
2008
65	EE	Elena Ikonomovska, Joao Gama: Learning Model Trees from Data Streams. Discovery Science 2008: 52-63
64	EE	Pedro Pereira Rodrigues, João Gama: Robust Division in Clustering of Streaming Time Series. ECAI 2008: 172-176
63	EE	Pedro Pereira Rodrigues, João Gama, Luís M. B. Lopes: Clustering Distributed Sensor Data Streams. ECML/PKDD (2) 2008: 282-297
62	EE	Pedro Pereira Rodrigues, João Gama, Zoran Bosnic: Online Reliability Estimates for Individual Predictions in Data Streams. ICDM Workshops 2008: 36-45
61	EE	Carlos Abreu Ferreira, João Gama, Vítor Santos Costa: RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets. ICTAI (1) 2008: 379-386
60	EE	João Gama, André Carlos Ponce Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz: Special track on Data Streams: editorial message. SAC 2008: 955
59	EE	Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho, João Gama: Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks. SAC 2008: 976-980
58		Raquel Sebastião, João Gama, Teresa Mendonça: Learning from Data Streams: Synopsis and Change Detection. STAIRS 2008: 163-174
57	EE	Pedro Pereira Rodrigues, João Gama, João Pedro Pedroso: Hierarchical Clustering of Time-Series Data Streams. IEEE Trans. Knowl. Data Eng. 20(5): 615-627 (2008)
56	EE	João Gama, Jesús S. Aguilar-Ruiz, Ralf Klinkenberg: Knowledge discovery from data streams. Intell. Data Anal. 12(3): 251-252 (2008)
55	EE	José del Campo-Ávila, Gonzalo Ramos-Jiménez, João Gama, Rafael Morales Bueno: Improving the performance of an incremental algorithm driven by error margins. Intell. Data Anal. 12(3): 305-318 (2008)
54	EE	Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho: The Dimension of Ecocs for Multiclass Classification Problems. International Journal on Artificial Intelligence Tools 17(3): 433-447 (2008)
2007
53	EE	Raquel Sebastião, João Gama: Change Detection in Learning Histograms from Data Streams. EPIA Workshops 2007: 112-123
52	EE	Pedro Pereira Rodrigues, João Gama: Semi-fuzzy Splitting in Online Divisive-Agglomerative Clustering. EPIA Workshops 2007: 133-144
51		Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho: Pursuing the Best ECOC Dimension for Multiclass Problems. FLAIRS Conference 2007: 622-627
50	EE	João Gama, Pedro Pereira Rodrigues: Stream-Based Electricity Load Forecast. PKDD 2007: 446-453
49	EE	Eduardo J. Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama: OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams. SAC 2007: 448-452
48	EE	Carlos Pinto, Joao Gama: Incremental discretization, application to data with concept drift. SAC 2007: 467-468
2006
47	EE	João Gama, Gladys Castillo: Learning with Local Drift Detection. ADMA 2006: 42-55
46	EE	Milton Severo, João Gama: Change Detection with Kalman Filter and CUSUM. Discovery Science 2006: 243-254
45	EE	Gladys Castillo, João Gama: An Adaptive Prequential Learning Framework for Bayesian Network Classifiers. PKDD 2006: 67-78
44	EE	João Gama, Carlos Pinto: Discretization from data streams: applications to histograms and data mining. SAC 2006: 662-667
43	EE	Pedro Pereira Rodrigues, João Gama, João Pedro Pedroso: ODAC: Hierarchical Clustering of Time Series Data Streams. SDM 2006
42	EE	João Gama, Ricardo Fernandes, Ricardo Rocha: Decision trees for mining data streams. Intell. Data Anal. 10(1): 23-45 (2006)
41	EE	João Gama, Pedro Pereira Rodrigues, Jesús S. Aguilar-Ruiz: An Overview on Learning from Data Streams. New Generation Comput. 25(1): 1-4 (2006)
2005
40		João Gama, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo: Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings Springer 2005
39		Alípio Jorge, Luís Torgo, Pavel Brazdil, Rui Camacho, João Gama: 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 Springer 2005
38	EE	Gladys Castillo, João Gama: Bias Management of Bayesian Network Classifiers. Discovery Science 2005: 70-83
37	EE	João Gama, João Moura Pires, Margarida Cardoso, Nuno Cavalheiro Marques, Luís Cavique: Introduction. EPIA 2005: 287-287
36	EE	João Gama, Pedro Medas, Pedro Pereira Rodrigues: Learning decision trees from dynamic data streams. SAC 2005: 573-577
35	EE	Jesús S. Aguilar-Ruiz, João Gama: Data Streams J.UCS Special Issue. J. UCS 11(8): 1349-1352 (2005)
34	EE	João Gama, Pedro Medas: Learning Decision Trees from Dynamic Data Streams. J. UCS 11(8): 1353-1366 (2005)
2004
33		João Gama, Pedro Medas: Learning in Dynamic Environments: Decision Trees for Data Streams. PRIS 2004: 149-158
32	EE	João Gama, Pedro Medas, Ricardo Rocha: Forest trees for on-line data. SAC 2004: 632-636
31	EE	João Gama, Pedro Medas, Gladys Castillo, Pedro Pereira Rodrigues: Learning with Drift Detection. SBIA 2004: 286-295
30	EE	Miroslav Kubat, Joao Gama, Paul E. Utgoff: Incremental learning and concept drift: Editor's introduction. Intell. Data Anal. 8(3): 211-212 (2004)
29	EE	Alexandros Kalousis, Joao Gama, Melanie Hilario: On Data and Algorithms: Understanding Inductive Performance. Machine Learning 54(3): 275-312 (2004)
28	EE	João Gama: Functional Trees. Machine Learning 55(3): 219-250 (2004)
2003
27	EE	Gladys Castillo, João Gama, Pedro Medas: Adaptation to Drifting Concepts. EPIA 2003: 279-293
26	EE	João Gama, Ricardo Rocha, Pedro Medas: Accurate decision trees for mining high-speed data streams. KDD 2003: 523-528
25	EE	Gladys Castillo, João Gama, Ana M. Breda: Adaptive Bayes for a Student Modeling Prediction Task Based on Learning Styles. User Modeling 2003: 328-332
24		Joao Gama: Iterative Bayes. Theor. Comput. Sci. 292(2): 417-430 (2003)
2002
23	EE	João Gama, Gladys Castillo: Adaptive Bayes. IBERAMIA 2002: 765-774
22		Joao Gama: An Analysis of Functional Trees. ICML 2002: 155-162
2001
21	EE	Joao Gama: Functional Trees. Discovery Science 2001: 59-73
20	EE	Nuno Amado, Joao Gama, Fernando M. A. Silva: Parallel Implementation of Decision Tree Learning Algorithms. EPIA 2001: 6-13
19	EE	Joao Gama: Functional Trees for Classification. ICDM 2001: 147-154
18	EE	Joao Gama: Functional Trees for Regression. IDA 2001: 156-166
2000
17	EE	Joao Gama: A Linear-Bayes Classifier. IBERAMIA-SBIA 2000: 269-279
16		Joao Gama: Thesis: Inductive learning classification algorithms. AI Commun. 13(2): 135-136 (2000)
15	EE	Joao Gama: Iterative Bayes. Intell. Data Anal. 4(6): 475-488 (2000)
14		Joao Gama, Pavel Brazdil: Cascade Generalization. Machine Learning 41(3): 315-343 (2000)
1999
13	EE	Joao Gama: Iterative Naive Bayes. Discovery Science 1999: 80-91
12		Joao Gama: Discriminant Trees. ICML 1999: 134-142
11	EE	Joao Gama, Pavel Brazdil: Linear tree. Intell. Data Anal. 3(1): 1-22 (1999)
1998
10		Joao Gama: Combining Classifiers by Constructive Induction. ECML 1998: 178-189
9	EE	João Gama, Luís Torgo, Carlos Soares: Dynamic Discretization of Continuous Attributes. IBERAMIA 1998: 160-169
8		Joao Gama: Local Cascade Generalization. ICML 1998: 206-214
1997
7		Luís Torgo, João Gama: Search-Based Class Discretization. ECML 1997: 266-273
6		Joao Gama: Probabilistic Linear Tree. ICML 1997: 134-142
5	EE	Joao Gama: Oblique Linear Tree. IDA 1997: 187-198
4	EE	Luís Torgo, João Gama: Regression Using Classification Algorithms. Intell. Data Anal. 1(1-4): 275-292 (1997)
1996
3		Luís Torgo, João Gama: Regression by Classification. SBIA 1996: 51-60
1995
2		João Gama, Pavel Brazdil: Characterization of Classification Algorithms. EPIA 1995: 189-200
1994
1		Pavel Brazdil, Joao Gama, Bob Henery: Characterizing the Applicability of Classification Algorithms Using Meta-Level Learning. ECML 1994: 83-102

Coauthor Index

1	Jesús S. Aguilar-Ruiz	[35] [41] [56] [60]
2	Nuno Amado	[20]
3	Zoran Bosnic	[62]
4	Pavel Brazdil	[1] [2] [11] [14] [39] [40]
5	Ana M. Breda	[25]
6	Rafael Morales Bueno	[55]
7	Rui Camacho	[39] [40]
8	José del Campo-Ávila	[55]
9	Margarida Cardoso	[37]
10	André Carlos Ponce Leon Ferreira de Carvalho (André Carlos Ponce de Leon Ferreira de Carvalho)	[49] [51] [54] [59] [60]
11	Gladys Castillo	[23] [25] [27] [31] [38] [45] [47]
12	Luís Cavique	[37]
13	Vítor Santos Costa	[61]
14	Ricardo Fernandes	[42]
15	Carlos Abreu Ferreira	[61]
16	Bob Henery	[1]
17	Melanie Hilario	[29]
18	Elena Ikonomovska	[65]
19	Alípio Mário Jorge (Alípio Jorge)	[39] [40]
20	Alexandros Kalousis	[29]
21	Ralf Klinkenberg	[56]
22	Miroslav Kubat	[30]
23	Luís M. B. Lopes	[63]
24	Nuno Cavalheiro Marques	[37]
25	Pedro Medas	[26] [27] [31] [32] [33] [34] [36]
26	Teresa Mendonça	[58]
27	João Pedro Pedroso	[43] [57]
28	Edgar Pimenta	[51] [54]
29	Carlos Pinto	[44] [48]
30	João Moura Pires	[37]
31	Gonzalo Ramos-Jiménez	[55]
32	Ricardo Rocha	[26] [32] [42]
33	Pedro Pereira Rodrigues	[31] [36] [41] [43] [50] [52] [57] [62] [63] [64] [66]
34	Raquel Sebastião	[53] [58] [66]
35	Milton Severo	[46]
36	Fernando M. A. Silva	[20]
37	Carlos Soares	[9]
38	Eduardo J. Spinosa	[49] [59]
39	Luís Torgo	[3] [4] [7] [9] [39] [40]
40	Paul E. Utgoff	[30]

Colors in the list of coauthors