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DBLP keys2012
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodrigo Coelho Barros, Márcio Porto Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: A Survey of Evolutionary Algorithms for Decision-Tree Induction. IEEE Transactions on Systems, Man, and Cybernetics, Part C 42(3): 291-312 (2012)
2011
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: Towards the automatic design of decision tree induction algorithms. GECCO (Companion) 2011: 567-574
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoão C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves, Carlos Nascimento Silla Jr.: A hierarchical approach to represent relational data applied to clustering tasks. IJCNN 2011: 3055-3062
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Nascimento Silla Jr., Alex Alves Freitas: A survey of hierarchical classification across different application domains. Data Min. Knowl. Discov. 22(1-2): 31-72 (2011)
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas: Lazy attribute selection: Choosing attributes at classification time. Intell. Data Anal. 15(5): 715-732 (2011)
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRicardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification. Intell. Data Anal. 15(6): 861-887 (2011)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Nascimento Silla Jr., Alex Alves Freitas: Selecting different protein representations and classification algorithms in hierarchical protein function prediction. Intell. Data Anal. 15(6): 979-999 (2011)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas: Improving Lazy Attribute Selection. JIDM 2(3): 447-462 (2011)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDenise Fukumi Tsunoda, Alex Alves Freitas, Heitor Silvério Lopes: A genetic programming method for protein motif discovery and protein classification. Soft Comput. 15(10): 1897-1908 (2011)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexandre Plastino, Richard Fuchshuber, Simone L. Martins, Alex Alves Freitas, Saïd Salhi: A hybrid data mining metaheuristic for the p-median problem. Statistical Analysis and Data Mining 4(3): 313-335 (2011)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKhalid M. Salama, Ashraf M. Abdelbar, Alex Alves Freitas: Multiple pheromone types and other extensions to the Ant-Miner classification rule discovery algorithm. Swarm Intelligence 5(3-4): 149-182 (2011)
2010
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRoberto Teixeira Alves, Miguel Delgado, Alex Alves Freitas: Knowledge discovery with Artificial Immune Systems for hierarchical multi-label classification of protein functions. FUZZ-IEEE 2010: 1-8
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAruanda Simões Goncalves Meiguins, Alex Alves Freitas, Roberto Célio Limão de Oliveira, Samuel F. S. Junior, Bianchi Serique Meiguins: An estimation of distribution algorithm for the automatic generation of clustering algorithms. GECCO 2010: 1069-1070
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoão Carlos Xavier Jr., Alex Alves Freitas, Anne M. P. Canuto, Luiz Marcos Gonçalves: Web log data clustering for a multi-agent recommendation system. ICMLC 2010: 471-476
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodrigo C. Barros, Márcio P. Basgalupp, Duncan D. Ruiz, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: Evolutionary model tree induction. SAC 2010: 1131-1137
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGisele L. Pappa, Alex Alves Freitas: Creating Rule Ensembles from Automatically-Evolved Rule Induction Algorithms. Advances in Machine Learning I 2010: 257-273
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: A Review of Evolutionary Algorithms for Data Mining. Data Mining and Knowledge Discovery Handbook 2010: 371-400
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas, Daniela Wieser, Rolf Apweiler: On the Importance of Comprehensible Classification Models for Protein Function Prediction. IEEE/ACM Trans. Comput. Biology Bioinform. 7(1): 172-182 (2010)
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Secker, Matthew N. Davies, Alex Alves Freitas, Edward Clark, Jonathan Timmis, Darren R. Flower: Hierarchical classification of G-Protein-Coupled Receptors with data-driven selection of attributes and classifiers. IJDMB 4(2): 191-210 (2010)
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntonio LaTorre, José María Peña, Santiago Muelas, Alex Alves Freitas: Learning hybridization strategies in evolutionary algorithms. Intell. Data Anal. 14(3): 333-354 (2010)
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson: A hierarchical multi-label classification ant colony algorithm for protein function prediction. Memetic Computing 2(3): 165-181 (2010)
2009
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson: Handling continuous attributes in Ant Colony Classification algorithms. CIDM 2009: 225-231
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson: A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. EvoBIO 2009: 68-79
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDenise Fukumi Tsunoda, Heitor S. Lopes, Alex Alves Freitas: A Hybrid Evolutionary Approach for the Protein Classification Problem. ICCCI 2009: 629-640
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Nascimento Silla Jr., Alex Alves Freitas: A Global-Model Naive Bayes Approach to the Hierarchical Prediction of Protein Functions. ICDM 2009: 992-997
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDenise Fukumi Tsunoda, Alex Alves Freitas, Heitor S. Lopes: MAHATMA: A Genetic Programming-Based Tool for Protein Classification. ISDA 2009: 1136-1142
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMárcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz: LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. SAC 2009: 1085-1090
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexandre Plastino, Erick R. Fonseca, Richard Fuchshuber, Simone L. Martins, Alex Alves Freitas, Martino Luis, Saïd Salhi: A Hybrid Data Mining Metaheuristic for the p-Median Problem. SDM 2009: 305-316
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Nascimento Silla Jr., Alex Alves Freitas: Novel Top-Down Approaches for Hierarchical Classification and Their Application to Automatic Music Genre Classification. SMC 2009: 3499-3504
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas, Gisele L. Pappa: Genetic Programming for Automatically Constructing Data Mining Algorithms. Encyclopedia of Data Warehousing and Mining 2009: 932-936
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: A Tutorial on Multi-label Classification Techniques. Foundations of Computational Intelligence (5) 2009: 177-195
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernando E. B. Otero, Marc Segond, Alex Alves Freitas, Colin G. Johnson, Denis Robilliard, Cyril Fonlupt: An Empirical Evaluation of the Effectiveness of Different Types of Predictor Attributes in Protein Function Prediction. Foundations of Computational Intelligence (5) 2009: 339-357
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEduardo R. Hruschka, Ricardo José Gabrielli Barreto Campello, Alex Alves Freitas, André Carlos Ponce Leon Ferreira de Carvalho: A Survey of Evolutionary Algorithms for Clustering. IEEE Transactions on Systems, Man, and Cybernetics, Part C 39(2): 133-155 (2009)
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMárcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Rodrigo C. Barros, Duncan D. Ruiz, Alex Alves Freitas: Lexicographic multi-objective evolutionary induction of decision trees. IJBIC 1(1/2): 105-117 (2009)
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGisele L. Pappa, Alex Alves Freitas: Automatically evolving rule induction algorithms tailored to the prediction of postsynaptic activity in proteins. Intell. Data Anal. 13(2): 243-259 (2009)
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Secker, Matthew N. Davies, Alex Alves Freitas, Jonathan Timmis, Edward Clark, Darren R. Flower: An Artificial Immune System for Clustering Amino Acids in the Context of Protein Function Classification. J. Math. Model. Algorithms 8(2): 103-123 (2009)
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGisele L. Pappa, Alex Alves Freitas: Evolving rule induction algorithms with multi-objective grammar-based genetic programming. Knowl. Inf. Syst. 19(3): 283-309 (2009)
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Holden, Alex Alves Freitas: Hierarchical classification of protein function with ensembles of rules and particle swarm optimisation. Soft Comput. 13(3): 259-272 (2009)
2008
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson: cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes. ANTS Conference 2008: 48-59
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRoberto Teixeira Alves, Myriam Regattieri Delgado, Alex Alves Freitas: Multi-label Hierarchical Classification of Protein Functions with Artificial Immune Systems. BSB 2008: 1-12
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEduardo P. Costa, Ana Carolina Lorena, André C. P. L. F. Carvalho, Alex Alves Freitas: Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions. BSB 2008: 35-46
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Holden, Alex Alves Freitas: Improving the Performance of Hierarchical Classification with Swarm Intelligence. EvoBIO 2008: 48-60
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMudassar Iqbal, Alex Alves Freitas, Colin G. Johnson: Protein Interaction Inference Using Particle Swarm Optimization Algorithm. EvoBIO 2008: 61-70
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Secker, Matthew N. Davies, Alex Alves Freitas, Jonathan Timmis, Edward Clark, Darren R. Flower: An Artificial Immune System for Evolving Amino Acid Clusters Tailored to Protein Function Prediction. ICARIS 2008: 242-253
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVitoantonio Bevilacqua, Filippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Giuseppe Mastronardi, Myriam Regattieri Delgado, Angelo Paradiso, Giuseppe Nicosia, Alex Alves Freitas: Artificial Immune Systems in Bioinformatics. Computational Intelligence in Biomedicine and Bioinformatics 2008: 271-295
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGisele L. Pappa, Alex Alves Freitas: Discovering New Rule Induction Algorithms with Grammar-based Genetic Programming. Soft Computing for Knowledge Discovery and Data Mining 2008: 133-152
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: A Review of evolutionary Algorithms for Data Mining. Soft Computing for Knowledge Discovery and Data Mining 2008: 79-111
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Secker, Alex Alves Freitas, Jon Timmis: AISIID: An artificial immune system for interesting information discovery on the web. Appl. Soft Comput. 8(2): 885-905 (2008)
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthew N. Davies, Andrew Secker, Alex Alves Freitas, Edward Clark, Jonathan Timmis, Darren R. Flower: Optimizing amino acid groupings for GPCR classification. Bioinformatics 24(18): 1980-1986 (2008)
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMudassar Iqbal, Alex Alves Freitas, Colin G. Johnson, Massimo Vergassola: Message-passing algorithms for the prediction of protein domain interactions from protein-protein interaction data. Bioinformatics 24(18): 2064-2070 (2008)
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFilippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Patrizia Chiarappa, Myriam Regattieri Delgado, Vitoantonio Bevilacqua, Giuseppe Mastronardi, Alex Alves Freitas, Angelo Paradiso: Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling. Int. J. Hybrid Intell. Syst. 5(3): 161-165 (2008)
2007
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEduardo P. Costa, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas, Nicholas Holden: Comparing Several Approaches for Hierarchical Classification of Proteins with Decision Trees. BSB 2007: 126-137
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFilippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Patrizia Chiarappa, Myriam Regattieri Delgado, Giuseppe Mastronardi, Angelo Paradiso, Alex Alves Freitas, Vitoantonio Bevilacqua: Induction of fuzzy rules with artificial immune systems in acgh based er status breast cancer characterization. GECCO 2007: 431
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElon Santos Correa, Alex Alves Freitas, Colin G. Johnson: Particle swarm and bayesian networks applied to attribute selection for protein functional classification. GECCO (Companion) 2007: 2651-2658
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Holden, Alex Alves Freitas: A hybrid PSO/ACO algorithm for classification. GECCO (Companion) 2007: 2745-2750
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Secker, Alex Alves Freitas: WAIRS: improving classification accuracy by weighting attributes in the AIRS classifier. IEEE Congress on Evolutionary Computation 2007: 3759-3765
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFilippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Patrizia Chiarappa, Myriam Regattieri Delgado, Vitoantonio Bevilacqua, Giuseppe Mastronardi, Alex Alves Freitas, Angelo Paradiso: Fuzzy Rule Induction and Artificial Immune Systems in Female Breast Cancer Familiarity Profiling. KES (3) 2007: 830-837
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCésar S. de Oliveira, Aruanda Simões Goncalves Meiguins, Bianchi Serique Meiguins, Paulo Igor Alves Godinho, Alex Alves Freitas: EDACluster: An Evolucionary Density and Grid-Based Clustering Algorithm. SBBD 2007: 175-189
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthew N. Davies, Andrew Secker, Alex Alves Freitas, Miguel Mendao, Jonathan Timmis, Darren R. Flower: On the hierarchical classification of G protein-coupled receptors. Bioinformatics 23(23): 3113-3118 (2007)
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas, Jonathan Timmis: Revisiting the Foundations of Artificial Immune Systems for Data Mining. IEEE Trans. Evolutionary Computation 11(4): 521-540 (2007)
2006
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGisele L. Pappa, Alex Alves Freitas: Automatically Evolving Rule Induction Algorithms. ECML 2006: 341-352
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNick Miles, Alex Alves Freitas, Stephen Serjeant: Estimating photometric redshifts with genetic algorithms. GECCO 2006: 1593-1594
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAllen Chan, Alex Alves Freitas: A new ant colony algorithm for multi-label classification with applications in bioinfomatics. GECCO 2006: 27-34
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElon Santos Correa, Alex Alves Freitas, Colin G. Johnson: A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set. GECCO 2006: 35-42
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames Smaldon, Alex Alves Freitas: A new version of the ant-miner algorithm discovering unordered rule sets. GECCO 2006: 43-50
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarem C. Fabris, Alex Alves Freitas: Discovering Surprising Instances of Simpson's Paradox in Hierarchical Multidimensional Data. IJDWM 2(1): 27-49 (2006)
2005
55no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMathieu S. Capcarrère, Alex Alves Freitas, Peter J. Bentley, Colin G. Johnson, Jon Timmis: Advances in Artificial Life, 8th European Conference, ECAL 2005, Canterbury, UK, September 5-9, 2005, Proceedings Springer 2005
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAllen Chan, Alex Alves Freitas: A New Classification-Rule Pruning Procedure for an Ant Colony Algorithm. Artificial Evolution 2005: 25-36
53no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAruanda Simões Gonçalves, Alex Alves Freitas, Rodrigo Kato, Roberto Célio Limão de Oliveira: Using Genetic Algorithms to Mine Interesting Dependence Modeling Rules. Databases and Applications 2005: 1-6
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGisele L. Pappa, Anthony J. Baines, Alex Alves Freitas: Predicting post-synaptic activity in proteins with data mining. ECCB/JBI 2005: 25
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDenise Fukumi Tsunoda, Heitor Silvério Lopes, Alex Alves Freitas: An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification. EvoWorkshops 2005: 105-114
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeborah R. Carvalho, Alex Alves Freitas, Nelson F. F. Ebecken: Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest. PKDD 2005: 453-461
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRafael S. Parpinelli, Heitor Silvério Lopes, Alex Alves Freitas: Classification-Rule Discovery with an Ant Colony Algorithm. Encyclopedia of Information Science and Technology (I) 2005: 420-424
48no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: Evolutionary Algorithms for Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 435-467
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeborah R. Carvalho, Alex Alves Freitas: Evaluating Six Candidate Solutions for the Small-Disjunct Problem and Choosing the Best Solution via Meta-Learning. Artif. Intell. Rev. 24(1): 61-98 (2005)
2004
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Nascimento Silla Jr., Gisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner: Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. IBERAMIA 2004: 305-314
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRoberto Teixeira Alves, Myriam Regattieri Delgado, Heitor S. Lopes, Alex Alves Freitas: An Artificial Immune System for Fuzzy-Rule Induction in Data Mining. PPSN 2004: 1011-1020
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Holden, Alex Alves Freitas: Web Page Classification with an Ant Colony Algorithm. PPSN 2004: 1092-1102
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWesley Romão, Alex Alves Freitas, Itana Maria de Souza Gimenes: Discovering interesting knowledge from a science and technology database with a genetic algorithm. Appl. Soft Comput. 4(2): 121-137 (2004)
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCelia C. Bojarczuk, Heitor S. Lopes, Alex Alves Freitas, Edson L. Michalkiewicz: A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets. Artificial Intelligence in Medicine 30(1): 27-48 (2004)
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeborah R. Carvalho, Alex Alves Freitas: A hybrid decision tree/genetic algorithm method for data mining. Inf. Sci. 163(1-3): 13-35 (2004)
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElon Santos Correa, Maria Teresinha A. Steiner, Alex Alves Freitas, Celso Carnieri: A Genetic Algorithm for Solving a Capacitated p-Median Problem. Numerical Algorithms 35(2-4): 373-388 (2004)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: A critical review of multi-objective optimization in data mining: a position paper. SIGKDD Explorations 6(2): 77-86 (2004)
2003
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCelia C. Bojarczuk, Heitor S. Lopes, Alex Alves Freitas: An Innovative Application of a Constrained-Syntax Genetic Programming System to the Problem of Predicting Survival of Patients. EuroGP 2003: 11-21
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas, Júlio C. Nievola: Genetic Programming for Attribute Construction in Data Mining. EuroGP 2003: 384-393
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Secker, Alex Alves Freitas, Jon Timmis: A Danger Theory Inspired Approach to Web Mining. ICARIS 2003: 156-167
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas, Jon Timmis: Revisiting the Foundations of Artificial Immune Systems: A Problem-Oriented Perspective. ICARIS 2003: 229-241
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Secker, Alex Alves Freitas, Jon Timmis: AISEC: an artificial immune system for e-mail classification. IEEE Congress on Evolutionary Computation (1) 2003: 131-138
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLA. Ghosh, Alex Alves Freitas: Guest editorial data mining and knowledge discovery with evolutionary algorithms. IEEE Trans. Evolutionary Computation 7(6): 517-518 (2003)
2002
32no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeborah R. Carvalho, Alex Alves Freitas: A Genetic Algorithm With Sequential Niching For Discovering Small-disjunct Rules. GECCO 2002: 1035-1042
31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWesley Romão, Alex Alves Freitas, Roberto C. S. Pacheco: A Genetic Algorithm For Discovering Interesting Fuzzy Prediction Rules: Applications To Science And Technology Data. GECCO 2002: 1188-1195
30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOtavio Larsen, Alex Alves Freitas, Júlio C. Nievola: Constructing X-of-n Attributes With A Genetic Algorithm. GECCO 2002: 1268
29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas: Genetic Programming For Attribute Construction In Data Mining. GECCO 2002: 1270
28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOtavio Larsen, Alex Alves Freitas, Júlio C. Nievola: Constructing X-of-N Attributes with a Genetic Algorithm. GECCO Late Breaking Papers 2002: 316-322
27no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas: Genetic Programming for Attribute Construction in Data Mining. GECCO Late Breaking Papers 2002: 370-376
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel Larocca Neto, Alex Alves Freitas, Celso A. A. Kaestner: Automatic Text Summarization Using a Machine Learning Approach. SBIA 2002: 205-215
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRafael S. Parpinelli, Heitor S. Lopes, Alex Alves Freitas: Mining Comprehensible Rules from Data with an Ant Colony Algorithm. SBIA 2002: 259-269
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner: Attribute Selection with a Multi-objective Genetic Algorithm. SBIA 2002: 280-290
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeborah R. Carvalho, Alex Alves Freitas: A genetic-algorithm for discovering small-disjunct rules in data mining. Appl. Soft Comput. 2(2): 75-88 (2002)
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRafael S. Parpinelli, Heitor S. Lopes, Alex Alves Freitas: Data mining with an ant colony optimization algorithm. IEEE Trans. Evolutionary Computation 6(4): 321-332 (2002)
2001
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRoberto R. F. Mendes, Fabricio de B. Voznika, Alex Alves Freitas, Júlio C. Nievola: Discovering Fuzzy Classification Rules with Genetic Programming and Co-evolution. PKDD 2001: 314-325
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarem C. Fabris, Alex Alves Freitas: Incorporating Deviation-Detection Functionality into the OLAP Paradigm. SBBD 2001: 274-285
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: Understanding the Crucial Role of Attribute Interaction in Data Mining. Artif. Intell. Rev. 16(3): 177-199 (2001)
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: Book Review: Data Mining Using Grammar-Based Genetic Programming and Applications. Genetic Programming and Evolvable Machines 2(2): 197-199 (2001)
2000
17no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeborah R. Carvalho, Alex Alves Freitas: A hybrid decision tree/genetic algorithm for coping with the problem of small disjuncts in data mining. GECCO 2000: 1061-1068
16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdgar Noda, Alex Alves Freitas, Heitor S. Lopes: Comparing a Genetic Algorithm with a Rule Induction Algorithm in the Data Mining Task of Dependence Modeling. GECCO 2000: 1080
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel Larocca Neto, Alexandre Denes Santos, Celso A. A. Kaestner, Alex Alves Freitas: Generating Text Summaries through the Relative Importance of Topics. IBERAMIA-SBIA 2000: 300-309
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeborah R. Carvalho, Alex Alves Freitas: A Genetic Algorithm-Based Solution for the Problem of Small Disjuncts. PKDD 2000: 345-352
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Drabble, Laurent Chaudron, Catherine Tessier, Sue Abu-Hakima, Steven Willmott, Jim Austin, Boi Faltings, Eugene C. Freuder, Gerhard Friedrich, Alex Alves Freitas, Ulises Cortés, Miquel Sànchez-Marrè, David W. Aha, Irma Becerra-Fernandez, Héctor Muñoz-Avila, Aditya Ghose, Tim Menzies, Ken Satoh, Mary Elaine Califf, Michael T. Cox, Sandip Sen, Patrick Brézillon, Jean-Charles Pomerol, Roy M. Turner, Elise H. Turner: Reports on the AAAI 1999 Workshop Program. AI Magazine 21(1): 95-100 (2000)
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: Understanding the Crucial Differences Between Classification and Discovery of Association Rules - A Position Paper. SIGKDD Explorations 2(1): 65-69 (2000)
1999
11no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCelia C. Bojarczuk, Heitor S. Lopes, Alex Alves Freitas: Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain. GECCO 1999: 953-958
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristina S. Fertig, Alex Alves Freitas, Lucia V. R. Arruda, Celso A. A. Kaestner: A Fuzzy Beam-Search Rule Induction Algorithm. PKDD 1999: 341-347
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSimon H. Lavington, Neil Dewhurst, Elwood Wilkins, Alex Alves Freitas: Interfacing knowledge discovery algorithms to large database management systems. Information & Software Technology 41(9): 605-617 (1999)
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: On rule interestingness measures. Knowl.-Based Syst. 12(5-6): 309-315 (1999)
1998
7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas, Simon H. Lavington: Mining very large databases with parallel processing. Kluwer 1998: I-IX, 1-208
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: On Objective Measures of Rule Surprisingness. PKDD 1998: 1-9
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: Scalable, High-Performance Data Mining with Parallel Processing. PKDD 1998: 477
1997
4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: Towards Large-Scale Knowledge Discovery in Databases (KDD) by Exploiting Parallelism in Generic KDD Primitives. NGITS 1997: 0-
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas: The Pronciple of Transformation between Efficiency and Effectiveness: Towards a Fair Evaluation of the Cost-Effectiveness of KDD Techniques. PKDD 1997: 299-306
1996
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas, Simon H. Lavington: Speeding up Knowledge Discovery in Large Relational Databases by Means of a New Discretization Algorithm. BNCOD 1996: 124-133
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Alves Freitas, Simon H. Lavington: Parallel Data Mining for Very Large Relational Databases. HPCN Europe 1996: 158-163

Coauthor Index

1Ashraf M. Abdelbar [111]
2Sue Abu-Hakima [13]
3David W. Aha [13]
4Roberto Teixeira Alves [45] [65] [69] [71] [77] [82] [110]
5Rolf Apweiler [104]
6Lúcia Valéria Ramos de Arruda (Lucia V. R. Arruda) [10]
7Jim Austin (James Austin) [13]
8Anthony J. Baines [52]
9Rodrigo C. Barros (Rodrigo Coelho Barros) [88] [95] [107] [120] [121]
10Márcio P. Basgalupp (Márcio Porto Basgalupp) [88] [95] [107] [120] [121]
11Irma Becerra-Fernandez [13]
12Peter J. Bentley [55]
13Vitoantonio Bevilacqua [65] [69] [71] [77]
14Celia C. Bojarczuk [11] [38] [42]
15Patrick Brézillon [13]
16Mary Elaine Califf [13]
17Ricardo J. G. B. Campello (Ricardo José Gabrielli Barreto Campello) [89]
18Anne M. P. Canuto (Anne Magaly de Paula Canuto) [108] [119]
19Mathieu S. Capcarrère [55]
20Celso Carnieri [40]
21André Carlos Ponce Leon Ferreira de Carvalho (André Carlos Ponce de Leon Ferreira de Carvalho, André C. P. L. F. Carvalho) [70] [81] [88] [89] [91] [95] [107] [116] [120] [121]
22Deborah R. Carvalho [14] [17] [23] [32] [41] [47] [50]
23Ricardo Cerri [116]
24Allen Chan [54] [59]
25Laurent Chaudron [13]
26Patrizia Chiarappa [65] [69] [71]
27Edward Clark [73] [78] [86] [103]
28Elon Santos Correa [40] [58] [68]
29Ulises Cortés [13]
30Eduardo P. Costa [70] [81]
31Michael T. Cox [13]
32Matthew N. Davies [63] [73] [78] [86] [103]
33Miguel Delgado (Miguel Delgado Calvo-Flores) [110]
34Myriam Regattieri Delgado [45] [65] [69] [71] [77] [82]
35Neil Dewhurst [9]
36Brian Drabble [13]
37Nelson F. F. Ebecken (Nelson Francisco Favilla Ebecken) [50]
38Carem C. Fabris [20] [56]
39Boi Faltings [13]
40Christina S. Fertig [10]
41Darren R. Flower [63] [73] [78] [86] [103]
42Cyril Fonlupt [90]
43Erick R. Fonseca [94]
44Eugene C. Freuder [13]
45Gerhard Friedrich [13]
46Richard Fuchshuber [94] [112]
47Aditya K. Ghose (Aditya Ghose) [13]
48A. Ghosh [33]
49Itana Maria de Souza Gimenes [43]
50Paulo Igor Alves Godinho [64]
51Luiz Marcos Garcia Gonçalves (Luiz Marcos Gonçalves, Luiz M. G. Gonçalves) [108] [119]
52Nicholas Holden [44] [67] [70] [80] [84]
53Eduardo R. Hruschka [89]
54Mudassar Iqbal [72] [79]
55Colin G. Johnson [55] [58] [68] [72] [79] [83] [90] [99] [100] [101]
56João C. Xavier Junior [119]
57Samuel F. S. Junior [109]
58Celso A. A. Kaestner (Celso Antonio Alves Kaestner) [10] [15] [24] [26] [46]
59Rodrigo Kato [53]
60Antonio LaTorre [102]
61Otavio Larsen [28] [30]
62Simon H. Lavington [1] [2] [7] [9]
63Heitor Silvério Lopes (Heitor S. Lopes) [11] [16] [22] [25] [38] [42] [45] [49] [51] [96] [98] [113]
64Ana Carolina Lorena [70] [81]
65Martino Luis [94]
66Simone L. Martins [94] [112]
67Giuseppe Mastronardi [65] [69] [71] [77]
68Aruanda Simões Goncalves Meiguins (Aruanda Simões Gonçalves) [53] [64] [109]
69Bianchi Serique Meiguins [64] [109]
70Miguel Mendao [63]
71Roberto R. F. Mendes [21]
72Filippo Menolascina [65] [69] [71] [77]
73Tim Menzies [13]
74Luiz Henrique de Campos Merschmann [114] [117]
75Edson L. Michalkiewicz [42]
76Nick Miles [60]
77Santiago Muelas [102]
78Hector Muñoz-Avila (Héctor Muñoz-Avila) [13]
79Joel Larocca Neto [15] [26]
80Giuseppe Nicosia [77]
81Júlio C. Nievola [21] [28] [30] [37]
82Edgar Noda [16]
83César S. de Oliveira [64]
84Roberto Célio Limão de Oliveira [53] [109]
85Fernando E. B. Otero [27] [29] [37] [83] [90] [99] [100] [101]
86Roberto Carlos dos Santos Pacheco (Roberto C. S. Pacheco) [31]
87Gisele L. Pappa (Gisele Lobo Pappa) [24] [46] [52] [61] [76] [85] [87] [92] [106]
88Angelo Paradiso [65] [69] [71] [77]
89Rafael S. Parpinelli (Rafael Stubs Parpinelli) [22] [25] [49]
90José María Peña [102]
91Rafael B. Pereira [114] [117]
92Alexandre Plastino (Alexandre P. de Carvalho) [94] [112] [114] [117]
93Jean-Charles Pomerol [13]
94Denis Robilliard [90]
95Wesley Romão [31] [43]
96Duncan Dubugras A. Ruiz (Duncan D. Ruiz) [88] [95] [107]
97Khalid M. Salama [111]
98Saïd Salhi [94] [112]
99Miquel Sànchez-Marrè [13]
100Alexandre Denes Santos [15]
101Ken Satoh [13]
102Andrew Secker [34] [36] [63] [66] [73] [74] [78] [86] [103]
103Marc Segond [90]
104Sandip Sen [13]
105Stephen Serjeant [60]
106Carlos Nascimento Silla Jr. [46] [93] [97] [115] [118] [119]
107Monique M. S. Silva [27] [29] [37]
108James Smaldon [57]
109Maria Teresinha A. Steiner [40]
110Catherine Tessier [13]
111Jonathan Timmis (Jon Timmis) [34] [35] [36] [55] [62] [63] [73] [74] [78] [86] [103]
112Stefania Tommasi [65] [69] [71] [77]
113Denise Fukumi Tsunoda [51] [96] [98] [113]
114Elise H. Turner [13]
115Roy M. Turner [13]
116Massimo Vergassola [72]
117Fabricio de B. Voznika [21]
118Daniela Wieser [104]
119Elwood Wilkins [9]
120Steven Willmott [13]
121João Carlos Xavier Jr. [108]
122Bianca Zadrozny [114] [117]

Colors in the list of coauthors

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