João Gama

Joao Gama

	2012
117		Márcia D. B. Oliveira, João Gama: A framework to monitor clusters evolution applied to economy and finance problems. Intell. Data Anal. 16(1): 93-111 (2012)
116		Márcia D. B. Oliveira, João Gama: An overview of social network analysis. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 2(2): 99-115 (2012)
	2011
115		João Gama, Elizabeth Bradley, Jaakko Hollmén: Advances in Intelligent Data Analysis X - 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings Springer 2011
114		Joaquim Marques de Sá, Raquel Sebastião, João Gama, Tânia Fontes: New Results on Minimum Error Entropy Decision Trees. CIARP 2011: 355-362
113		Shonali Krishnaswamy, Joao Gama, Mohamed Medhat Gaber: Advances in data stream mining for mobile and ubiquitous environments. CIKM 2011: 2607-2608
112		João Gama: Reasoning about the Learning Process. EGC 2011: 7-8
111		Carlos Abreu Ferreira, João Gama, Vítor Santos Costa: Constrained Sequential Pattern Knowledge in Multi-relational Learning. EPIA 2011: 282-296
110		Márcia D. B. Oliveira, João Gama: Visualizing the Evolution of Social Networks. EPIA 2011: 476-490
109		Douglas de O. Cardoso, Priscila M. V. Lima, Massimo De Gregorio, João Gama, Felipe M. G. França: Clustering data streams with weightless neural networks. ESANN 2011
108		Elena Ikonomovska, Kurt Driessens, Saso Dzeroski, João Gama: Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams. ICDM Workshops 2011: 697-704
107		Elena Ikonomovska, João Gama, Bernard Zenko, Saso Dzeroski: Speeding-Up Hoeffding-Based Regression Trees With Options. ICML 2011: 537-544
106		João Gama, Petr Kosina: Learning about the Learning Process. IDA 2011: 162-172
105		José M. Carmona-Cejudo, Manuel Baena-García, José del Campo-Ávila, Albert Bifet, João Gama, Rafael Morales Bueno: Online Evaluation of Email Streaming Classifiers Using GNUsmail. IDA 2011: 90-100
104		João Gama, Petr Kosina: Learning Decision Rules from Data Streams. IJCAI 2011: 1255-1260
103		Carlos Abreu Ferreira, João Gama, Vítor Santos Costa: Sequential Pattern Knowledge in Multi-Relational Learning. ISCIS 2011: 539-545
102		Pedro Pereira Rodrigues, João Gama, João Araújo, Luís M. B. Lopes: L2GClust: local-to-global clustering of stream sources. SAC 2011: 1006-1011
101		Elena Ikonomovska, João Gama, Saso Dzeroski: Incremental multi-target model trees for data streams. SAC 2011: 988-993
100		Elena Ikonomovska, João Gama, Saso Dzeroski: Learning model trees from evolving data streams. Data Min. Knowl. Discov. 23(1): 128-168 (2011)
99		João Gama, Michael May: Ubiquitous Knowledge Discovery. Intell. Data Anal. 15(1): 1 (2011)
98		João Gama, Pedro Pereira Rodrigues, Luís M. B. Lopes: Clustering distributed sensor data streams using local processing and reduced communication. Intell. Data Anal. 15(1): 3-28 (2011)
97		José M. Carmona-Cejudo, Manuel Baena-García, Rafael Morales Bueno, João Gama, Albert Bifet: Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification. Journal of Machine Learning Research - Proceedings Track 17: 12-18 (2011)
96		Jian Pei, Joao Gama, Qiang Yang, Ronghuai Huang, Xue Li: Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009). Knowl. Inf. Syst. 27(2): 163-164 (2011)
	2010
95		Mohamed Medhat Gaber, Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Auroop R. Ganguly: Knowledge Discovery from Sensor Data, Second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers Springer 2010
94		Petr Kosina, João Gama, Raquel Sebastião: Drift Severity Metric. ECAI 2010: 1119-1120
93		Márcia D. B. Oliveira, João Gama: Bipartite Graphs for Monitoring Clusters Transitions. IDA 2010: 114-124
92		Hillol Kargupta, Joao Gama, Wei Fan: The next generation of transportation systems, greenhouse emissions, and data mining. KDD 2010: 1209-1212
91		Márcia D. B. Oliveira, João Gama: MEC - Monitoring Clusters' Transitions. STAIRS 2010: 212-224
90		João Gama: Clustering from Data Streams. Encyclopedia of Machine Learning 2010: 180-183
89		João Gama, Pedro Pereira Rodrigues, Eduardo J. Spinosa, André Carvalho Ponce Leon Ferreira de Carvalho: Knowledge Discovery from Data Streams. Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web 2010: 125-138
88		Varun Chandola, Olufemi A. Omitaomu, Auroop R. Ganguly, Ranga Raju Vatsavai, Nitesh V. Chawla, Joao Gama, Mohamed Medhat Gaber: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 12(2): 50-53 (2010)
	2009
87		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
86		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
85		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
84		Carlos Abreu Ferreira, João Gama, Vítor Santos Costa: Sequential Pattern Mining in Multi-relational Datasets. CAEPIA 2009: 121-130
83		Joaquim Marques de Sá, João Gama, Raquel Sebastião, Luís A. Alexandre: Decision Trees Using the Minimum Entropy-of-Error Principle. CAIP 2009: 799-807
82		Elena Ikonomovska, João Gama, Raquel Sebastião, Dejan Gjorgjevik: Regression Trees from Data Streams with Drift Detection. Discovery Science 2009: 121-135
81		João Gama, Petr Kosina: Tracking Recurring Concepts with Meta-learners. EPIA 2009: 423-434
80		Raquel Sebastião, Pedro Pereira Rodrigues, João Gama: Change Detection in Climate Data over the Iberian Peninsula. ICDM Workshops 2009: 248-253
79		João Gama, Raquel Sebastião, Pedro Pereira Rodrigues: Issues in evaluation of stream learning algorithms. KDD 2009: 329-338
78		João Gama, Pedro Pereira Rodrigues, Raquel Sebastião: Evaluating algorithms that learn from data streams. SAC 2009: 1496-1500
77		João Gama, Pedro Pereira Rodrigues: Learning from Data Streams. Encyclopedia of Data Warehousing and Mining 2009: 1137-1141
76		João Gama, Pedro Pereira Rodrigues: Data Streams. Encyclopedia of Data Warehousing and Mining 2009: 561-565
75		João Gama, Pedro Pereira Rodrigues: An Overview on Mining Data Streams. Foundations of Computational Intelligence (6) 2009: 29-45
74		Gladys Castillo, João Gama: Adaptive Bayesian network classifiers. Intell. Data Anal. 13(1): 39-59 (2009)
73		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)
72		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)
71		Pedro Pereira Rodrigues, João Gama: A system for analysis and prediction of electricity-load streams. Intell. Data Anal. 13(3): 477-496 (2009)
70		Olufemi A. Omitaomu, Ranga Raju Vatsavai, Auroop R. Ganguly, Nitesh V. Chawla, Joao Gama, Mohamed Medhat Gaber: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 11(2): 84-87 (2009)
	2008
69		Elena Ikonomovska, Joao Gama: Learning Model Trees from Data Streams. Discovery Science 2008: 52-63
68		Pedro Pereira Rodrigues, João Gama: Robust Division in Clustering of Streaming Time Series. ECAI 2008: 172-176
67		Pedro Pereira Rodrigues, João Gama, Luís M. B. Lopes: Clustering Distributed Sensor Data Streams. ECML/PKDD (2) 2008: 282-297
66		Pedro Pereira Rodrigues, João Gama, Zoran Bosnic: Online Reliability Estimates for Individual Predictions in Data Streams. ICDM Workshops 2008: 36-45
65		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
64		Pedro Pereira Rodrigues, João Gama: A Simple Dense Pixel Visualization for Mobile Sensor Data Mining. KDD Workshop on Knowledge Discovery from Sensor Data 2008: 175-189
63		Raquel Sebastião, João Gama, Pedro Pereira Rodrigues, João Bernardes: Monitoring Incremental Histogram Distribution for Change Detection in Data Streams. KDD Workshop on Knowledge Discovery from Sensor Data 2008: 25-42
62		João Gama, André Carlos Ponce Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz: Special track on Data Streams: editorial message. SAC 2008: 955
61		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
60		Raquel Sebastião, João Gama, Teresa Mendonça: Learning from Data Streams: Synopsis and Change Detection. STAIRS 2008: 163-174
59		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, João Gama: A review on the combination of binary classifiers in multiclass problems. Artif. Intell. Rev. 30(1-4): 19-37 (2008)
58		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		João Gama, Jesús S. Aguilar-Ruiz, Ralf Klinkenberg: Knowledge discovery from data streams. Intell. Data Anal. 12(3): 251-252 (2008)
56		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		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		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		Raquel Sebastião, João Gama: Change Detection in Learning Histograms from Data Streams. EPIA Workshops 2007: 112-123
52		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		João Gama, Pedro Pereira Rodrigues: Stream-Based Electricity Load Forecast. PKDD 2007: 446-453
49		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		Carlos Pinto, Joao Gama: Incremental discretization, application to data with concept drift. SAC 2007: 467-468
	2006
47		João Gama, Gladys Castillo: Learning with Local Drift Detection. ADMA 2006: 42-55
46		Milton Severo, João Gama: Change Detection with Kalman Filter and CUSUM. Discovery Science 2006: 243-254
45		Gladys Castillo, João Gama: An Adaptive Prequential Learning Framework for Bayesian Network Classifiers. PKDD 2006: 67-78
44		João Gama, Carlos Pinto: Discretization from data streams: applications to histograms and data mining. SAC 2006: 662-667
43		Pedro Pereira Rodrigues, João Gama, João Pedro Pedroso: ODAC: Hierarchical Clustering of Time Series Data Streams. SDM 2006
42		João Gama, Ricardo Fernandes, Ricardo Rocha: Decision trees for mining data streams. Intell. Data Anal. 10(1): 23-45 (2006)
41		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		Gladys Castillo, João Gama: Bias Management of Bayesian Network Classifiers. Discovery Science 2005: 70-83
37		João Gama, João Moura Pires, Margarida Cardoso, Nuno Cavalheiro Marques, Luís Cavique: Introduction. EPIA 2005: 287-287
36		João Gama, Pedro Medas, Pedro Pereira Rodrigues: Learning decision trees from dynamic data streams. SAC 2005: 573-577
35		Jesús S. Aguilar-Ruiz, João Gama: Data Streams J.UCS Special Issue. J. UCS 11(8): 1349-1352 (2005)
34		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		João Gama, Pedro Medas, Ricardo Rocha: Forest trees for on-line data. SAC 2004: 632-636
31		João Gama, Pedro Medas, Gladys Castillo, Pedro Pereira Rodrigues: Learning with Drift Detection. SBIA 2004: 286-295
30		Miroslav Kubat, Joao Gama, Paul E. Utgoff: Incremental learning and concept drift: Editor's introduction. Intell. Data Anal. 8(3): 211-212 (2004)
29		Alexandros Kalousis, Joao Gama, Melanie Hilario: On Data and Algorithms: Understanding Inductive Performance. Machine Learning 54(3): 275-312 (2004)
28		João Gama: Functional Trees. Machine Learning 55(3): 219-250 (2004)
	2003
27		Gladys Castillo, João Gama, Pedro Medas: Adaptation to Drifting Concepts. EPIA 2003: 279-293
26		João Gama, Ricardo Rocha, Pedro Medas: Accurate decision trees for mining high-speed data streams. KDD 2003: 523-528
25		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		João Gama, Gladys Castillo: Adaptive Bayes. IBERAMIA 2002: 765-774
22		Joao Gama: An Analysis of Functional Trees. ICML 2002: 155-162
	2001
21		Joao Gama: Functional Trees. Discovery Science 2001: 59-73
20		Nuno Amado, Joao Gama, Fernando M. A. Silva: Parallel Implementation of Decision Tree Learning Algorithms. EPIA 2001: 6-13
19		Joao Gama: Functional Trees for Classification. ICDM 2001: 147-154
18		Joao Gama: Functional Trees for Regression. IDA 2001: 156-166
	2000
17		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		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		Joao Gama: Iterative Naive Bayes. Discovery Science 1999: 80-91
12		Joao Gama: Discriminant Trees. ICML 1999: 134-142
11		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		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		Joao Gama: Oblique Linear Tree. IDA 1997: 187-198
4		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] [57] [62]
2	Luís A. Alexandre	[83]
3	Nuno Amado	[20]
4	João Araújo	[102]
5	Manuel Baena-García	[97] [105]
6	João Bernardes	[63]
7	Albert Bifet	[97] [105]
8	Zoran Bosnic	[66]
9	Elizabeth Bradley	[115]
10	Pavel Brazdil	[1] [2] [11] [14] [39] [40] [85]
11	Ana M. Breda	[25]
12	Rafael Morales Bueno	[56] [97] [105]
13	Rui Camacho	[39] [40]
14	José del Campo-Ávila	[56] [105]
15	Douglas de O. Cardoso	[109]
16	Margarida Cardoso	[37]
17	José M. Carmona-Cejudo	[97] [105]
18	André Carlos Ponce Leon Ferreira de Carvalho (André Carlos Ponce de Leon Ferreira de Carvalho, André C. P. L. F. Carvalho)	[49] [51] [55] [59] [61] [62] [72]
19	André Carvalho Ponce Leon Ferreira de Carvalho	[89]
20	Gladys Castillo	[23] [25] [27] [31] [38] [45] [47] [74]
21	Luís Cavique	[37]
22	Varun Chandola	[88]
23	Nitesh V. Chawla	[54] [70] [87] [88] [95]
24	Vítor Santos Costa	[65] [84] [85] [103] [111]
25	Kurt Driessens	[108]
26	Saso Dzeroski	[100] [101] [107] [108]
27	Wei Fan	[92]
28	Ricardo Fernandes	[42]
29	Carlos Abreu Ferreira	[65] [84] [103] [111]
30	Tânia Fontes	[114]
31	Felipe Maia Galvão França (Felipe M. G. França)	[109]
32	Mohamed Medhat Gaber	[54] [70] [73] [87] [88] [95] [113]
33	Auroop R. Ganguly	[54] [70] [73] [87] [88] [95]
34	Dejan Gjorgjevik	[82]
35	Massimo De Gregorio	[109]
36	Bob Henery	[1]
37	Melanie Hilario	[29]
38	Jaakko Hollmén	[115]
39	Ronghuai Huang	[86] [96]
40	Elena Ikonomovska	[69] [82] [100] [101] [107] [108]
41	Alípio Mário Jorge (Alípio Jorge)	[39] [40] [85]
42	Alexandros Kalousis	[29]
43	Hillol Kargupta	[92]
44	Ralf Klinkenberg	[57]
45	Petr Kosina	[81] [94] [104] [106]
46	Shonali Krishnaswamy	[113]
47	Miroslav Kubat	[30]
48	Xue Li	[86] [96]
49	Priscila M. V. Lima	[109]
50	Luís M. B. Lopes	[67] [98] [102]
51	Ana Carolina Lorena	[59]
52	Nuno Cavalheiro Marques	[37]
53	Michael May	[99]
54	Pedro Medas	[26] [27] [31] [32] [33] [34] [36]
55	Teresa Mendonça	[60]
56	Xiaofeng Meng	[86]
57	Márcia D. B. Oliveira	[91] [93] [110] [116] [117]
58	Olufemi A. Omitaomu	[54] [70] [73] [87] [88] [95]
59	João Pedro Pedroso	[43] [58]
60	Jian Pei	[86] [96]
61	Edgar Pimenta	[51] [55]
62	Carlos Pinto	[44] [48]
63	João Moura Pires	[37]
64	Gonzalo Ramos-Jiménez	[56]
65	Ricardo Rocha (Ricardo Jorge Gomes Lopes da Rocha)	[26] [32] [42]
66	Pedro Pereira Rodrigues	[31] [36] [41] [43] [50] [52] [58] [63] [64] [66] [67] [68] [71] [75] [76] [77] [78] [79] [80] [89] [98] [102]
67	Joaquim Marques de Sá	[83] [114]
68	Raquel Sebastião	[53] [60] [63] [78] [79] [80] [82] [83] [94] [114]
69	Milton Severo	[46]
70	Fernando M. A. Silva	[20]
71	Carlos Soares	[9]
72	Eduardo J. Spinosa	[49] [61] [72] [89]
73	Luís Torgo	[3] [4] [7] [9] [39] [40]
74	Paul E. Utgoff	[30]
75	Ranga Raju Vatsavai	[54] [70] [73] [87] [88] [95]
76	Qiang Yang	[86] [96]
77	Bernard Zenko	[107]

Colors in the list of coauthors

Last update Wed May 30 22:34:44 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page