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Alex Alves Freitas Vis

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*2009
89EEFernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson: Handling continuous attributes in Ant Colony Classification algorithms. CIDM 2009: 225-231
88EEFernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson: A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. EvoBIO 2009: 68-79
87EEDenise Fukumi Tsunoda, Heitor S. Lopes, Alex Alves Freitas: A Hybrid Evolutionary Approach for the Protein Classification Problem. ICCCI 2009: 629-640
86EEMárcio 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
85EEAlexandre 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
84EEGisele 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)
83EEGisele L. Pappa, Alex Alves Freitas: Evolving rule induction algorithms with multi-objective grammar-based genetic programming. Knowl. Inf. Syst. 19(3): 283-309 (2009)
82EENicholas 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
81EEFernando 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
80EERoberto Teixeira Alves, Myriam Regattieri Delgado, Alex Alves Freitas: Multi-label Hierarchical Classification of Protein Functions with Artificial Immune Systems. BSB 2008: 1-12
79EEEduardo 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
78EENicholas Holden, Alex Alves Freitas: Improving the Performance of Hierarchical Classification with Swarm Intelligence. EvoBIO 2008: 48-60
77EEMudassar Iqbal, Alex Alves Freitas, Colin G. Johnson: Protein Interaction Inference Using Particle Swarm Optimization Algorithm. EvoBIO 2008: 61-70
76EEAndrew 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
75EEVitoantonio 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
74EEGisele 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
73EEAlex Alves Freitas: A Review of evolutionary Algorithms for Data Mining. Soft Computing for Knowledge Discovery and Data Mining 2008: 79-111
72EEAndrew 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)
71EEMatthew 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)
70EEMudassar 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)
69EEFilippo 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
68EEEduardo 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
67EEFilippo 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
66EEElon S. 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
65EENicholas Holden, Alex Alves Freitas: A hybrid PSO/ACO algorithm for classification. GECCO (Companion) 2007: 2745-2750
64EEAndrew Secker, Alex Alves Freitas: WAIRS: improving classification accuracy by weighting attributes in the AIRS classifier. IEEE Congress on Evolutionary Computation 2007: 3759-3765
63EEFilippo 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
62EECésar 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
61EEMatthew 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)
60EEAlex Alves Freitas, Jonathan Timmis: Revisiting the Foundations of Artificial Immune Systems for Data Mining. IEEE Trans. Evolutionary Computation 11(4): 521-540 (2007)
2006
59EEGisele L. Pappa, Alex Alves Freitas: Automatically Evolving Rule Induction Algorithms. ECML 2006: 341-352
58EENick Miles, Alex Alves Freitas, Stephen Serjeant: Estimating photometric redshifts with genetic algorithms. GECCO 2006: 1593-1594
57EEAllen Chan, Alex Alves Freitas: A new ant colony algorithm for multi-label classification with applications in bioinfomatics. GECCO 2006: 27-34
56EEElon S. 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
55EEJames Smaldon, Alex Alves Freitas: A new version of the ant-miner algorithm discovering unordered rule sets. GECCO 2006: 43-50
54EECarem C. Fabris, Alex Alves Freitas: Discovering Surprising Instances of Simpson's Paradox in Hierarchical Multidimensional Data. IJDWM 2(1): 27-49 (2006)
2005
53 Mathieu 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
52EEAllen Chan, Alex Alves Freitas: A New Classification-Rule Pruning Procedure for an Ant Colony Algorithm. Artificial Evolution 2005: 25-36
51 Aruanda 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
50EEGisele L. Pappa, Anthony J. Baines, Alex Alves Freitas: Predicting post-synaptic activity in proteins with data mining. ECCB/JBI 2005: 25
49EEDenise Fukumi Tsunoda, Heitor Silvério Lopes, Alex Alves Freitas: An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification. EvoWorkshops 2005: 105-114
48EEDeborah 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
47 Rafael 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
46 Alex Alves Freitas: Evolutionary Algorithms for Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 435-467
45EEDeborah 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
44EECarlos 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
43EERoberto 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
42EENicholas Holden, Alex Alves Freitas: Web Page Classification with an Ant Colony Algorithm. PPSN 2004: 1092-1102
41EEWesley 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)
40EECelia 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)
39EEDeborah R. Carvalho, Alex Alves Freitas: A hybrid decision tree/genetic algorithm method for data mining. Inf. Sci. 163(1-3): 13-35 (2004)
38EEAlex Alves Freitas: A critical review of multi-objective optimization in data mining: a position paper. SIGKDD Explorations 6(2): 77-86 (2004)
2003
37EECelia 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
36EEFernando 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
35EEAndrew Secker, Alex Alves Freitas, Jon Timmis: A Danger Theory Inspired Approach to Web Mining. ICARIS 2003: 156-167
34EEAlex Alves Freitas, Jon Timmis: Revisiting the Foundations of Artificial Immune Systems: A Problem-Oriented Perspective. ICARIS 2003: 229-241
33EEAndrew Secker, Alex Alves Freitas, Jon Timmis: AISEC: an artificial immune system for e-mail classification. IEEE Congress on Evolutionary Computation (1) 2003: 131-138
32 A. Ghosh, Alex Alves Freitas: Guest editorial data mining and knowledge discovery with evolutionary algorithms. IEEE Trans. Evolutionary Computation 7(6): 517-518 (2003)
2002
31 Deborah R. Carvalho, Alex Alves Freitas: A Genetic Algorithm With Sequential Niching For Discovering Small-disjunct Rules. GECCO 2002: 1035-1042
30 Wesley 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
29 Otavio Larsen, Alex Alves Freitas, Júlio C. Nievola: Constructing X-of-n Attributes With A Genetic Algorithm. GECCO 2002: 1268
28 Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas: Genetic Programming For Attribute Construction In Data Mining. GECCO 2002: 1270
27 Otavio Larsen, Alex Alves Freitas, Júlio C. Nievola: Constructing X-of-N Attributes with a Genetic Algorithm. GECCO Late Breaking Papers 2002: 316-322
26 Fernando 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
25EEJoel Larocca Neto, Alex Alves Freitas, Celso A. A. Kaestner: Automatic Text Summarization Using a Machine Learning Approach. SBIA 2002: 205-215
24EERafael S. Parpinelli, Heitor S. Lopes, Alex Alves Freitas: Mining Comprehensible Rules from Data with an Ant Colony Algorithm. SBIA 2002: 259-269
23EEGisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner: Attribute Selection with a Multi-objective Genetic Algorithm. SBIA 2002: 280-290
22EEDeborah R. Carvalho, Alex Alves Freitas: A genetic-algorithm for discovering small-disjunct rules in data mining. Appl. Soft Comput. 2(2): 75-88 (2002)
21 Rafael 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
20EERoberto 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
19 Carem C. Fabris, Alex Alves Freitas: Incorporating Deviation-Detection Functionality into the OLAP Paradigm. SBBD 2001: 274-285
18 Alex Alves Freitas: Understanding the Crucial Role of Attribute Interaction in Data Mining. Artif. Intell. Rev. 16(3): 177-199 (2001)
17 Alex Alves Freitas: Book Review: Data Mining Using Grammar-Based Genetic Programming and Applications. Genetic Programming and Evolvable Machines 2(2): 197-199 (2001)
2000
16 Deborah 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
15 Edgar 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
14EEJoel Larocca Neto, Alexandre Santos, Celso A. A. Kaestner, Alex Alves Freitas: Generating Text Summaries through the Relative Importance of Topics. IBERAMIA-SBIA 2000: 300-309
13EEDeborah R. Carvalho, Alex Alves Freitas: A Genetic Algorithm-Based Solution for the Problem of Small Disjuncts. PKDD 2000: 345-352
12 Brian 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)
11EEAlex Alves Freitas: Understanding the Crucial Differences Between Classification and Discovery of Association Rules - A Position Paper. SIGKDD Explorations 2(1): 65-69 (2000)
1999
10 Celia 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
9 Christina S. Fertig, Alex Alves Freitas, Lucia V. R. Arruda, Celso A. A. Kaestner: A Fuzzy Beam-Search Rule Induction Algorithm. PKDD 1999: 341-347
8EESimon 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)
7EEAlex Alves Freitas: On rule interestingness measures. Knowl.-Based Syst. 12(5-6): 309-315 (1999)
1998
6 Alex Alves Freitas: On Objective Measures of Rule Surprisingness. PKDD 1998: 1-9
5 Alex Alves Freitas: Scalable, High-Performance Data Mining with Parallel Processing. PKDD 1998: 477
1997
4 Alex Alves Freitas: Towards Large-Scale Knowledge Discovery in Databases (KDD) by Exploiting Parallelism in Generic KDD Primitives. NGITS 1997: 0-
3 Alex 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
2EEAlex Alves Freitas, Simon H. Lavington: Speeding up Knowledge Discovery in Large Relational Databases by Means of a New Discretization Algorithm. BNCOD 1996: 124-133
1 Alex Alves Freitas, Simon H. Lavington: Parallel Data Mining for Very Large Relational Databases. HPCN Europe 1996: 158-163

Coauthor Index

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

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)