1. MENDES NETO, S. ; ZARATE, LUIS ; SONG, Mark A . Handling High Dimensionality Contexts in Formal Concept Analysis via Binary Decision Diagrams. INFORMATION SCIENCES, v. 429, p. 361-376, 2018.
  2. STORCK, C.; SALES, E. A.; ZÁRATE, L. E.; DUARTE-FIGUEIREDO, F. L. P. . PROPOSTA DE UM FRAMEWORK BASEADO EM MINERAÇÃO DE DADOS PARA REDES 5G. REVISTA ELETRÔNICA DE SISTEMAS DE INFORMAÇÃO (RESI), v. 16, p. 1-18, 2018.
  3. RODRIGUES, M. W.; ISOTANI, S.; ZÁRATE, L. E.. Educational Data Mining: A review of evaluation process in the e-learning. TELEMATICS AND INFORMATICS, v. 35, p. 1701-1717, 2018
  4. MENDES NETO, S.DIAS, Sérgio Mariano; MISSAOUI, R.; ZARATE, LUIS E.; SONG, Mark A. Identification of Substructures in Complex Networks using Formal Concept Analysis. International Journal of Web Information Systems (Print), 2018.
  5. SANTOS, G. T. O.; NOBRE, Cristiane Neri; ZÁRATE, L. E. . Biological Characteristics Evaluation to Protein Function Prediction using Support Vector Machine. INTERNATIONAL JOURNAL OF BIOINFORMATICS RESEARCH AND APPLICATIONS (PRINT), 2018.
  6. NOBRE, Cristiane Neri; MEIRELES, M. R. G. ; SILVA, D. B. F. ; FARIA, A. H. ; VIEIRA JUNIOR, N. . Emotionally-Oriented Analyzes of the Experiences of Visually Impaired People on Facebook. ACM TRANSACTIONS ON ACCESSIBLE COMPUTING (TACCESS), 2018
  7. MIRANDA, MÁRCIO ASSIS ; RIBEIRO, MARCOS GUILHERME ; MARQUES-NETO, HUMBERTO TORRES ; SONG, Mark Alan Junho . Domain-specific language for automatic generation of UML models. IET Software, v. 12, p. 129-135, 2018.
  8. Silveira, Pedro Henrique Batista Ruas ; Cardoso, Ana Maria Pereira ; NOBRE, Cristiane Neri . Persuasive technology in online social networks: A systematic literature review. INTERNATIONAL JOURNAL OF WEB BASED COMMUNITIES (PRINT), v. 13, p. 404-424, 2017.
  9. SANTOS, L. G. N. O. ; NOBRE, Cristiane Neri ; NERY, M. S. ; Artur Martins Mol ; ROCHA, A. A. ; SILVA, R. S. ; RIAHI, C. ; Ishitani, Lucila . Design and Evaluation of Mobile Game for Older People: An Empirical Study. Abakós, v. 6, p. 76-100, 2017.
  10. MIRANDA, MÁRCIO ASSIS ; RIBEIRO, MARCOS GUILHERME ; MARQUES-NETO, HUMBERTO TORRES ; SONG, Mark Alan Junho . Domain-specific language for automatic generation of UML models. IET Software, v. 12, p. 129-135, 2018.
  11. SILVA, P. R. C. E. ; DIAS, Sérgio Mariano ; SONG, Mark A ; ZÁRATE, L. E. . Minimal Implications Base for Social Network Analyzes. INTERNATIONAL JOURNAL OF WEB INFORMATION SYSTEMS (PRINT), p. 00-00, 2018.
  12. MENDES NETO, S. ; ZARATE, LUIS ; SONG, Mark A . Handling High Dimensionality Contexts in Formal Concept Analysis via Binary Decision Diagrams. INFORMATION SCIENCES, v. 429, p. 361-376, 2018.
  13. STORCK, C. ; SALES, E. A. ; ZÁRATE, L. E. ; DUARTE-FIGUEIREDO, F. L. P. . PROPOSTA DE UM FRAMEWORK BASEADO EM MINERAÇÃO DE DADOS PARA REDES 5G. REVISTA ELETRÔNICA DE SISTEMAS DE INFORMAÇÃO (RESI), v. 16, p. 1, 2018.
  14. MENDES NETO, S. ; DIAS, Sérgio Mariano ; MISSAOUI, R. ; ZARATE, LUIS E. ; SONG, Mark A . Identification of Substructures in Complex Networks using Formal Concept Analysis. International Journal of Web Information Systems (Print), 2018.
  15. PINTO, C. L. N. ; NOBRE, Cristiane Neri ; ZÁRATE, L. E. . Transductive learning as analternative to translation initiation site identification. BMC Bioinformatics, v. 18, p. 1-15, 2017.
  16. SILVA, M. F. M. ; LEIJOTO, Larissa Fernandes ; NOBRE, CRISTIANE NERI . AlgorithmsAnalysis in Adjusting the SVM Parameters: An Approach in the Prediction of Protein Function.APPLIED ARTIFICIAL INTELLIGENCE, v. 1, p. 1-16, 2017.
  17. RIBEIRO, C. E. ; BRITO, L. H. S. ; FREITAS, A. ; NOBRE, Cristiane Neri ; ZÁRATE, L. E. .A revision and analysis of the comprehensiveness of the main longitudinal studies of humanaging for data mining research. Wiley Interdisciplinary Reviews: Data Mining and KnowledgeDiscovery, v. e1202, p. 1-13, 2017.
  18. MORAES, NILANDER R. M. DE ; DIAS, SERGIO M. ; FREITAS, HENRIQUE C. ;ZARATE, LUIS E. . Parallelization of the next Closure algorithm for generating the minimumset of implication rules. Artificial Intelligence Research, v. 5, p. 40-54, 2016.
  19. RIBEIRO, C. E. ; Zarate L.E. . Data preparation for longitudinal data mining: a position paper.A case study on human ageing. Journal of Information and Data Management – JIDM, v. 7, p.116-129, 2016.
  20. NOBRE, Cristiane Neri; MEIRELES, M. R. G. ; VIEIRA JUNIOR, N. ; Resende, Monica Neli ;COSTA, L. E. ; Rocha, Rejane Correa . The Use of Geogebra Software as a Calculus Teaching and Learning Tool. Informatics in Education, v. 15, p. 253-267, 2016.
  21. RODRIGUES, Thiago Assis de Oliveira ; LEIJOTO, Larissa Fernandes ; BRANDAO, P.C.O.;NOBRE, Cristiane Neri . Prediction of Protein Function through Physical and Chemical Characteristics Extraction. Revista de Informática Teórica e Aplicada: RITA, v. 22, p. 29-51, 2015.
  22. SERRA, A. P. ; Zarate L.E. . Characterization of time series for analyzing of the evolution of time series clusters. Expert Systems with Applications, v. 42, p. 596-611, 2015.
  23. Tostes, A.I. ; DUARTE-FIGUEIREDO, F. L. P. ; Zárate, Luis E. . Dynamic Fuzzy Cellular Admission Control. Revista IEEE América Latina, v. 13, p. 510-515, 2015.
  24. DOS SANTOS, TIAGO R.L. ; Zárate, Luis E. . Categorical data clustering: What similarity measure to recommend?. Expert Systems with Applications, v. 42, p. 1247-1260, 2015.
  25. MEIRELLES, Wanderley Clarete Lanza ; Zarate L.E. . Data Mining in the Reduction of the Number of Places of Experiments for Plant Cultivates Computers and Electronics in Agriculture. Computers and Electronics in Agriculture, v. 113, p. 136-147, 2015.
  26. SILVA, L. O. ; ZARATE, LUIS E. . A brief review of the main approaches for treatment of missing data. Intelligent Data Analysis (Print), v. 18, p. 1177-1198, 2014.
  27. Fernandes, Flávio Gonçalves ; SONG, Mark Alan Junho . UML-Checker: An Approach for Verifying UML Behavioral Diagrams. Journal of Software, v. 9, p. 1229-1236, 2014.
  28. SANTOS, L. G. N. O. ; Ishitani, Lucila ; NOBRE, Cristiane Neri . Use of casual games in smartphones by elderly: a usability study. Revista de Informática Aplicada, v. 9, p. 1-10, 2014.
  29. DIAS, Sérgio Mariano ; Zárate, Luis E. ; VIEIRA, Newton José . Using Iceberg Concept Lattices and Implications Rules to Extract Knowledge from Ann. Intelligent Automation and Soft Computing, v. 1, p. 1-12, 2013.
  30. DIAS, Sérgio Mariano ; Zárate, Luis E. ; VIEIRA, Newton José . Extracting reducible knowledge from ANN with JBOS and FCANN approaches. Expert Systems with Applications, v. 40, p. 3087-3095, 2013.
  31. SANTOS, Enock Tony dos ; Zárate, Luis E. ; PEREIRA, Elizabeth Marques Duarte . Hybrid thermal model for swimming pools based on artificial neural networks for southeast region of Brazil. Expert Systems with Applications, v. 40, p. 3106-3120, 2013.
  32. Fagner A. de Oliveira ; NOBRE, Cristiane Neri ; Zarate L.E. . Applying Artificial Neural Networks to prediction of stock price and improvement of the directional prediction index – Case study of PETR4, Petrobras, Brazil. Expert Systems with Applications, v. 40, p. 7596-7606, 2013.
  33. ZÁRATE, L. E. ; RESENDE, P. . Fuzzy Sliding Mode Controller for a PH Process in Stirred Tanks. Intelligent Automation and Soft Computing, v. 18, p. 349-367, 2012.
  34. Barros, Cristiano de Magalhães ; SONG, Mark Alan Junho . Automatized Checking of Business Rules for Activity Execution Sequence in Workflows. Journal of Software, v. 7, p. 374-381, 2012.
  35. Bittencout, Fabricio R. ; ZÁRATE, L. E. . Hybrid structure based on previous knowledge and GA to search the ideal neurons quantity for the hidden layer of MLP Application in the cold rolling process. Applied Soft Computing (Print), v. 11, p. 2460-2471, 2011.
  36. Livia M. Silva ; ZÁRATE, L. E. ; NOBRE, Cristiane Neri ; Felipe C. S. Teixeira ; José M. Ortega . Improvement in the prediction of the translation initiation site through balancing methods, inclusion of acquired knowledge and addition of features to sequences of mRNA. BMC Genomics, v. 12, p. 1-20, 2011.
  37. GUIDONI, Gustavo Ludovico ; GUERINO, Frederico Papatella ; PEREIRA, Elizabeth Marques Duarte ; SONG, Mark Alan Junho . A Framework for Photovoltaic and Thermosiphon Systems. International Journal of Photoenergy (Print), v. 2011, p. 1-9, 2011.
  38. ZARATE, L ; ZÁRATE, L. E. ; DIAS, S . Qualitative behavior rules for the cold rolling process extracted from trained ANN via the FCANN method. Engineering Applications of Artificial Intelligence, v. 1, p. 1-22, 2009.
  39. ZÁRATE, L. E. ; BITTENCOUT, F. R. . Representation and control of the cold rolling process through artificial neural networks via sensitivity factors. Journal of Materials Processing Technology, v. 197, p. 344-362, 2008.
  40. ZÁRATE, L. E. ; DIAS, Sérgio Mariano ; SONG, Mark Alan Junho . FCANN: A new approach for extraction and representattion of knowledge from ANN trained via Formal Concept Analysis. Neurocomputing (Amsterdam), v. 71, p. 2670-2684, 2008.
  41. NOBRE, Cristiane Neri ; ORTEGA, José Miguel ; BRAGA, Antônio de Pádua . High efficiency on prediction of Translation Initiation Site (TIS) of RefSeq sequences. Lecture Notes in Computer Science, v. 4643/2, p. 138-148, 2007.
  42. ZÁRATE, L. E. . Predictive Model for the Cold Rolling Process Through Sensitivity Factors via Neural Networks. Journal of the Brazilian Society of Mechanical Sciences and Engineering (Impresso), v. 28, n.1, p. 111-117, 2006.
  43. PEREIRA, Adriano ; SONG, Mark Alan Junho ; GORGULHO, Gustavo . The Formal-Cafe Methodology and Model Checking Patterns in the Specification of E-Commerce Systems. Electronic Commerce Research, v. 6, p. 265-303, 2006.
  44. ZÁRATE, L. E. . A Method to Determinate the Thickness Control Parameters in Cold Rolling Process through Predictive Model Via Neural Networks.. Journal of the Brazilian Society of Mechanical Sciences and Engineering (Impresso), Brasil, v. 27, n.4, p. 357-363, 2005.
  45. ZÁRATE, L. E. ; HELMAN, H. ; GÁLVEZ, J. M. . Representation and Laminators Control Tandem Based on Sensitivity Function Obtained Through Neural Networks. Control & Automation (Printed), Brasil, v. 14, n.2, p. 1-11, 2003.
  46. GÁLVEZ, J. M. ; ZÁRATE, L. E. ; HELMAN, H. . A Model-Based Predictive Control Scheme for Steal Rolling Mills Using Neural Networks. Journal of the Brazilian Society of Mechanical Sciences and Engineering (Impresso), Brasil, v. XXV, n.1, p. 85-89, 2003.
  47. NOBRE, Cristiane Neri ; MARTINELI, Edmar ; BRAGA, Antônio de Pádua ; CARVALHO, André de ; REZENDE, Solange ; BRAGA, José Luis ; LUDERMIR, Teresa . Knowledge extraction: a comparison between symbolic and connectionist methods. International Journal of Neural Systems, v. 9, n.3, p. 257-264, 1999.