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Maria Carolina Monard Coauthor index pubzone.org

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48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEverton Alvares Cherman, Jean Metz, Maria Carolina Monard: Incorporating label dependency into the binary relevance framework for multi-label classification. Expert Syst. Appl. 39(2): 1647-1655 (2012)
2011
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcos Evandro Cintra, Maria Carolina Monard, Everton Alvares Cherman, Heloisa de Arruda Camargo: On the estimation of the number of fuzzy sets for fuzzy rule-based classification systems. HIS 2011: 211-216
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEverton Alvares Cherman, Maria Carolina Monard, Jean Metz: Multi-label Problem Transformation Methods: a Case Study. CLEI Electron. J. 14(1): (2011)
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard: A Survey on Graphical Methods for Classification Predictive Performance Evaluation. IEEE Trans. Knowl. Data Eng. 23(11): 1601-1618 (2011)
2010
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEverton Alvares Cherman, Jean Metz, Maria Carolina Monard: A Simple Approach to Incorporate Label Dependency in Multi-label Classification. MICAI (2) 2010: 33-43
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcos Evandro Cintra, Maria Carolina Monard, Heloisa de Arruda Camargo: An Evaluation of Rule-Based Classification Models Induced by a Fuzzy Method and Two Classic Learning Algorithms. SBRN 2010: 188-193
2009
42no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard: Data mining with imbalanced class distributions: concepts and methods. IICAI 2009: 359-376
2008
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFlavia Cristina Bernardini, Ronaldo C. Prati, Maria Carolina Monard: Evolving Sets of Symbolic Classifiers into a Single Symbolic Classifier Using Genetic Algorithms. HIS 2008: 525-530
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcos Evandro Cintra, Heloisa de Arruda Camargo, Maria Carolina Monard: Fuzzy Feature Subset Selection Using the Wang & Mendel Method. HIS 2008: 590-595
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard: A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System. IFIP AI 2008: 131-140
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdson Takashi Matsubara, Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard: Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach. SBIA 2008: 217-226
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel de Faveri Honorato, Everton Alvares Cherman, Huei Diana Lee, Maria Carolina Monard, Feng Chung Wu: Construction of an Attribute-Value Representation for Semi-structured Medical Findings Knowledge Extraction. CLEI Electron. J. 11(2): (2008)
2006
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAdriano D. Pila, Rafael Giusti, Ronaldo C. Prati, Maria Carolina Monard: A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties. HIS 2006: 41
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuei Diana Lee, Maria Carolina Monard, Feng Chung Wu: A Fractal Dimension Based Filter Algorithm to Select Features for Supervised Learning. IBERAMIA-SBIA 2006: 278-288
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdson Takashi Matsubara, Maria Carolina Monard, Ronaldo C. Prati: On the Class Distribution Labelling Step Sensitivity of CO-TRAINING. IFIP AI 2006: 199-208
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFlavia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati: Constructing ensembles of symbolic classifiers. Int. J. Hybrid Intell. Syst. 3(3): 159-167 (2006)
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGustavo E. A. P. A. Batista, Claudia Regina Milaré, Ronaldo Cristiano Prati, Maria Carolina Monard: A Comparison of Methods for Rule Subset Selection Applied to Associative Classification. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 10(32): 29-35 (2006)
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuei Diana Lee, Maria Carolina Monard, Richardson Floriani Voltolini, Ronaldo Cristiano Prati, Feng Chung Wu: A Simple Evaluation Model for Feature Subset Selection Algorithms. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 10(32): 9-17 (2006)
2005
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFlavia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati: Constructing Ensembles of Symbolic Classifiers. HIS 2005: 315-322
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard: Balancing Strategies and Class Overlapping. IDA 2005: 24-35
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuei Diana Lee, Maria Carolina Monard, Feng Chung Wu: Feature Subset Selection for Supervised Learning using Fractal Dimension. LAPTEC 2005: 135-142
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFlavia Cristina Bernardini, Maria Carolina Monard: Methods for Constructing Symbolic Ensembles from Symbolic Classifiers. LAPTEC 2005: 161-168
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdson Takashi Matsubara, Maria Carolina Monard, Gustavo E. A. P. A. Batista: Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets. LAPTEC 2005: 97-104
2004
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGustavo E. A. P. A. Batista, Maria Carolina Monard, Ana L. C. Bazzan: Improving Rule Induction Precision for Automated Annotation by Balancing Skewed Data Sets. KELSI 2004: 20-32
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard: Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior. MICAI 2004: 312-321
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClaudia Regina Milaré, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks. MICAI 2004: 833-843
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard: Learning with Class Skews and Small Disjuncts. SBIA 2004: 296-306
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard: A study of the behavior of several methods for balancing machine learning training data. SIGKDD Explorations 6(1): 20-29 (2004)
2003
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGustavo E. A. P. A. Batista, Ana L. C. Bazzan, Maria Carolina Monard: Balancing Training Data for Automated Annotation of Keywords: a Case Study. WOB 2003: 10-18
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGustavo E. A. P. A. Batista, Maria Carolina Monard: An Analysis of Four Missing Data Treatment Methods for Supervised Learning. Applied Artificial Intelligence 17(5-6): 519-533 (2003)
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Augusto Baranauskas, Maria Carolina Monard: Combining symbolic classifiers from multiple inducers. Knowl.-Based Syst. 16(3): 129-136 (2003)
2002
17no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGustavo E. A. P. A. Batista, Maria Carolina Monard: A Study of K-Nearest Neighbour as an Imputation Method. HIS 2002: 251-260
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClaudia Regina Milaré, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: Extracting Knowledge from Artificial Neural Networks: An Empirical Comparison of Trepan and Symbolic Learning Algorithms. MICAI 2002: 272-281
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAna Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem. SBRN 2002: 31-37
14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAna Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: Splice Junction Recognition using Machine Learning Techniques. WOB 2002: 32-39
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAdenilso da Silva Simão, Tatiana Sugeta, José Carlos Maldonado, Maria Carolina Monard: PROLOG & TXL: A Case Study for Prototyping Structural Testing Supporting Tools . CLEI Electron. J. 5(1): (2002)
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClaudia Regina Milaré, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: An Approach to Explain Neural Networks using Symbolic Algorithms. International Journal of Computational Intelligence and Applications 2(4): 365-376 (2002)
2001
11no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAdenilso da Silva Simão, Tatiana Sugeta, José Carlos Maldonado, Maria Carolina Monard: Prolog & TXL: Um Estudo de Caso para Prototipação de Ferramentas de Apoio para o Teste Estrutural. JIISIC 2001: 15-22
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria Carolina Monard, Jorge A. O. Bruno, Joaquina Faour, Alicia Batana: Pressure Dependence of Ionic Polarizabilities in Crystals. Computers & Chemistry 25(5): 429-438 (2001)
2000
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria Carolina Monard, Jaime Simão Sichman: International Joint Conference, 7th Ibero-American Conference on AI, 15th Brazilian Symposium on AI, IBERAMIA-SBIA 2000, Open Discussion Track Proceedings, Atibaia, SP, Brazil, November 19-22, 2000 ICMC/USP 2000
8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria Carolina Monard, Jaime Simão Sichman: Advances in Artificial Intelligence, International Joint Conference, 7th Ibero-American Conference on AI, 15th Brazilian Symposium on AI, IBERAMIA-SBIA 2000, Atibaia, SP, Brazil, November 19-22, 2000, Proceedings Springer 2000
7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuei Diana Lee, Maria Carolina Monard, Sandro C. Esteves: Indução Construtiva Guiada pelo Conhecimento: Um Estudo de Caso do Processamento de Sêmen Diagnóstico IBERAMIA-SBIA 2000 Open Discussion Track 2000: 157-166
6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaulo Sérgio Horst, Maria Carolina Monard: Um Sistema Computacional para Avaliação de Regras Induzidas por Algoritmos de Aprendizado de Máquina. IBERAMIA-SBIA 2000 Open Discussion Track 2000: 167-176
5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Augusto Baranauskas, Maria Carolina Monard: An Environment for Rule Extraction and Evaluation from Databases. IBERAMIA-SBIA 2000 Open Discussion Track 2000: 187-196
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: Applying One-Sided Selection to Unbalanced Datasets. MICAI 2000: 315-325
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuis Carlos Molina Félix, Solange Oliveira Rezende, Maria Carolina Monard, Chandler Wellington Caulkis: Transforming a Regression Problem into a Classification Problem using Hybrid Discretization. Computación y Sistemas 4(1): 44-52 (2000)
1999
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria Carolina Monard, Alicia Batana, Jorge A. O. Bruno: Calculation of the Pressure Dependence of Anion Polarizabilities in Crystals. Computers & Chemistry 23(5): 493-501 (1999)
1995
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria do Carmo Nicoletti, Maria Carolina Monard: Constructing the Extensional Representation of an Intentional Domain Theory in Inductive Logic Programming. SBIA 1995: 171-180

Coauthor Index

1José Augusto Baranauskas [5] [18]
2Alicia Batana [2] [10]
3Gustavo E. A. P. A. Batista [4] [14] [15] [17] [19] [20] [21] [22] [23] [24] [25] [26] [29] [32] [38] [39] [42] [45]
4Ana L. C. Bazzan (Ana Lúcia C. Bazzan) [20] [25]
5Flavia Cristina Bernardini [27] [30] [33] [41]
6Jorge A. O. Bruno [2] [10]
7Heloisa de Arruda Camargo [40] [43] [47]
8André Carlos Ponce Leon Ferreira de Carvalho (André Carlos Ponce de Leon Ferreira de Carvalho, André C. P. L. F. Carvalho) [4] [12] [14] [15] [16] [23]
9Chandler Wellington Caulkis [3]
10Everton Alvares Cherman [37] [44] [46] [47] [48]
11Marcos Evandro Cintra [40] [43] [47]
12Sandro C. Esteves [7]
13Joaquina Faour [10]
14Luis Carlos Molina Félix [3]
15Rafael Giusti [36]
16Daniel de Faveri Honorato [37]
17Paulo Sérgio Horst [6]
18Huei Diana Lee [7] [28] [31] [35] [37]
19Ana Carolina Lorena [14] [15]
20José Carlos Maldonado [11] [13]
21Edson Takashi Matsubara [26] [34] [38]
22Jean Metz [44] [46] [48]
23Claudia Regina Milaré [12] [16] [23] [32]
24Maria do Carmo Nicoletti [1]
25Adriano D. Pila [36]
26Ronaldo C. Prati (Ronaldo Cristiano Prati) [21] [22] [24] [29] [30] [31] [32] [33] [34] [36] [38] [39] [41] [42] [45]
27Solange Oliveira Rezende [3]
28Jaime Simão Sichman [8] [9]
29Adenilso da Silva Simão [11] [13]
30Tatiana Sugeta [11] [13]
31Richardson Floriani Voltolini [31]
32Feng Chung Wu [28] [31] [35] [37]

Colors in the list of coauthors

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