João Gama Vis

Joao Gama

*	2009
79		Olufemi A. Omitaomu, Auroop R. Ganguly, João Gama, Ranga Raju Vatsavai, Nitesh V. Chawla, Mohamed Medhat Gaber: Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, Paris, France, June 28, 2009 ACM 2009
78	EE	Ronghuai Huang, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng, Xue Li: Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings Springer 2009
77	EE	João Gama, Vítor Santos Costa, Alípio Mário Jorge, Pavel Brazdil: Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009 Springer 2009
76	EE	Joaquim Marques de Sá, João Gama, Raquel Sebastião, Luís A. Alexandre: Decision Trees Using the Minimum Entropy-of-Error Principle. CAIP 2009: 799-807
75	EE	Elena Ikonomovska, João Gama, Raquel Sebastião, Dejan Gjorgjevik: Regression Trees from Data Streams with Drift Detection. Discovery Science 2009: 121-135
74	EE	João Gama, Petr Kosina: Tracking Recurring Concepts with Meta-learners. EPIA 2009: 423-434
73	EE	João Gama, Raquel Sebastião, Pedro Pereira Rodrigues: Issues in evaluation of stream learning algorithms. KDD 2009: 329-338
72	EE	João Gama, Pedro Pereira Rodrigues, Raquel Sebastião: Evaluating algorithms that learn from data streams. SAC 2009: 1496-1500
71	EE	João Gama, Pedro Pereira Rodrigues: An Overview on Mining Data Streams. Foundations of Computational (6) 2009: 29-45
70	EE	Gladys Castillo, João Gama: Adaptive Bayesian network classifiers. Intell. Data Anal. 13(1): 39-59 (2009)
69	EE	João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber: Knowledge discovery from data streams. Intell. Data Anal. 13(3): 403-404 (2009)
68	EE	Eduardo J. Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama: Novelty detection with application to data streams. Intell. Data Anal. 13(3): 405-422 (2009)
67	EE	Pedro Pereira Rodrigues, João Gama: A system for analysis and prediction of electricity-load streams. Intell. Data Anal. 13(3): 477-496 (2009)
	2008
66	EE	Elena Ikonomovska, Joao Gama: Learning Model Trees from Data Streams. Discovery Science 2008: 52-63
65	EE	Pedro Pereira Rodrigues, João Gama: Robust Division in Clustering of Streaming Time Series. ECAI 2008: 172-176
64	EE	Pedro Pereira Rodrigues, João Gama, Luís M. B. Lopes: Clustering Distributed Sensor Data Streams. ECML/PKDD (2) 2008: 282-297
63	EE	Pedro Pereira Rodrigues, João Gama, Zoran Bosnic: Online Reliability Estimates for Individual Predictions in Data Streams. ICDM Workshops 2008: 36-45
62	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
61	EE	João Gama, André Carlos Ponce Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz: Special track on Data Streams: editorial message. SAC 2008: 955
60	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
59		Raquel Sebastião, João Gama, Teresa Mendonça: Learning from Data Streams: Synopsis and Change Detection. STAIRS 2008: 163-174
58	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)
57	EE	João Gama, Jesús S. Aguilar-Ruiz, Ralf Klinkenberg: Knowledge discovery from data streams. Intell. Data Anal. 12(3): 251-252 (2008)
56	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)
55	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)
54	EE	Ranga Raju Vatsavai, Olufemi A. Omitaomu, Joao Gama, Nitesh V. Chawla, Mohamed Medhat Gaber, Auroop R. Ganguly: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 10(2): 68-73 (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	EE	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	EE	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	EE	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] [57] [61]
2	Luís A. Alexandre	[76]
3	Nuno Amado	[20]
4	Zoran Bosnic	[63]
5	Pavel Brazdil	[1] [2] [11] [14] [39] [40] [77]
6	Ana M. Breda	[25]
7	Rafael Morales Bueno	[56]
8	Rui Camacho	[39] [40]
9	José del Campo-Ávila	[56]
10	Margarida Cardoso	[37]
11	André Carlos Ponce Leon Ferreira de Carvalho (André Carlos Ponce de Leon Ferreira de Carvalho, André C. P. L. F. Carvalho)	[49] [51] [55] [60] [61] [68]
12	Gladys Castillo	[23] [25] [27] [31] [38] [45] [47] [70]
13	Luís Cavique	[37]
14	Nitesh V. Chawla	[54] [79]
15	Vítor Santos Costa	[62] [77]
16	Ricardo Fernandes	[42]
17	Carlos Abreu Ferreira	[62]
18	Mohamed Medhat Gaber	[54] [69] [79]
19	Auroop R. Ganguly	[54] [69] [79]
20	Dejan Gjorgjevik	[75]
21	Bob Henery	[1]
22	Melanie Hilario	[29]
23	Ronghuai Huang	[78]
24	Elena Ikonomovska	[66] [75]
25	Alípio Mário Jorge (Alípio Jorge)	[39] [40] [77]
26	Alexandros Kalousis	[29]
27	Ralf Klinkenberg	[57]
28	Petr Kosina	[74]
29	Miroslav Kubat	[30]
30	Xue Li	[78]
31	Luís M. B. Lopes	[64]
32	Nuno Cavalheiro Marques	[37]
33	Pedro Medas	[26] [27] [31] [32] [33] [34] [36]
34	Teresa Mendonça	[59]
35	Xiaofeng Meng	[78]
36	Olufemi A. Omitaomu	[54] [69] [79]
37	João Pedro Pedroso	[43] [58]
38	Jian Pei	[78]
39	Edgar Pimenta	[51] [55]
40	Carlos Pinto	[44] [48]
41	João Moura Pires	[37]
42	Gonzalo Ramos-Jiménez	[56]
43	Ricardo Rocha	[26] [32] [42]
44	Pedro Pereira Rodrigues	[31] [36] [41] [43] [50] [52] [58] [63] [64] [65] [67] [71] [72] [73]
45	Joaquim Marques de Sá	[76]
46	Raquel Sebastião	[53] [59] [72] [73] [75] [76]
47	Milton Severo	[46]
48	Fernando M. A. Silva	[20]
49	Carlos Soares	[9]
50	Eduardo J. Spinosa	[49] [60] [68]
51	Luís Torgo	[3] [4] [7] [9] [39] [40]
52	Paul E. Utgoff	[30]
53	Ranga Raju Vatsavai	[54] [69] [79]
54	Qiang Yang	[78]

Colors in the list of coauthors