1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. CARNEIRO, CÁSSIO A. ; GARCIA, FRANCISCO P. ; FREITAS, HENRIQUE C. ; MARTINS, CARLOS P. S. ; FERREIRA, FLÁVIA M. F. . Scalable spatio-temporal parallel parameterizable stream-based JPEG-LS encoder. IEICE Electronics Express, v. 14, p. 1-6, 2017.
  8. SOUZA, MATHEUS A. ; PENNA, PEDRO HENRIQUE ; QUEIROZ, MATHEUS M. ; PEREIRA, ALYSON D. ; GÓES, LUÍS FABRICIO WANDERLEY ; FREITAS, HENRIQUE C. ; CASTRO, MÁRCIO ; NAVAUX, PHILIPPE O.A. ; MÉHAUT, JEAN-FRANÇOIS . CAP Bench: a benchmark suite for performance and energy evaluation of low-power many-core processors. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 29, p. e3892, 2017.
  9. PENNA, P. H. M. M. ; CASTRO, M. ; FREITAS, H. C. ; BROQUEDIS, F. ; MEHAUT, J-F .Design methodology for workload-aware loop scheduling strategies based on genetic algorithm and simulation. Concurrency and Computation, v. n/a, p. n/a, 2016.
  10. 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.
  11. AMORIM, A. M. P. ; OLIVEIRA, P. A. C. ; FREITAS, H. C. Performance evaluation of single- and multi-hop wireless networks-on-chip with NAS Parallel Benchmarks. Journal of The Brazilian Computer Society (Online), v. 21, p. 1, 2015.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. FRANCESQUINI, EMILIO ; CASTRO, MÁRCIO ; PENNA, PEDRO H. ; DUPROS, FABRICE ; FREITAS, HENRIQUE C. ; NAVAUX, PHILIPPE O.A. ; MÉHAUT, JEAN-FRANÇOIS . On the energy efficiency and performance of irregular application executions on multicore, NUMA and manycore platforms. Journal of Parallel and Distributed Computing (Print), v. 76, p. 32-48, 2015.
  17. 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.
  18. 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.
  19. 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.
  20. VASCONCELOS, L. B. A. ; MACHADO, M. V. ; FREITAS, H. C. . Environment for Parallel Computing Study Based on GEM5 Full Simulator and Writings Sorting Algorithms with OpenMP. International Journal of Computer Architecture Education, v. 3, p. 1-4, 2014.
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. PENNA, P. H. M. M. ; FREITAS, H. C. .Analysis and Evaluation of Simulation of Complete Systems for teaching of Computer Architecture . International Journal of Computer Architecture Education, v. 2, p. 13-16, 2013.
  26. 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.
  27. 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.
  28. RIBEIRO, C. P. ; CASTRO, M. ; MARANGOZOVA-MARTIN, V. ; MEHAUT, J-F ; FREITAS, H. C. ; MARTINS, C. A. P. S. . Evaluating CPU and Memory Affinity for Numerical Scientific Multithreaded Benchmarks on Multi-cores. IADIS International Journal on Computer Science and Information Systems, v. 7, p. 79-93, 2012.
  29. 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.
  30. 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.
  31. 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.
  32. ALVES, MARCO A. Z. ; FREITAS, HENRIQUE C. ; NAVAUX, PHILIPPE O. A. . HIGH LATENCY AND CONTENTION ON SHARED L2-CACHE FOR MANY-CORE ARCHITECTURES. Parallel Processing Letters, v. 21, p. 85-106, 2011.
  33. Rutzig, Mateus B. ; Beck, Antonio C. S. ; Madruga, Felipe ; Alves, Marco A. ; FREITAS, HENRIQUE C. ; Maillard, Nicolas ; NAVAUX, PHILIPPE O. A. ; Carro, Luigi . Boosting Parallel Applications Performance on Applying DIM Technique in a Multiprocessing Environment. International Journal of Reconfigurable Computing (Print), v. 2011, p. 1-13, 2011.
  34. CRUZ, V. S. ; FREITAS, H. C. ; NAVAUX, P. O. A. . Evaluation of Processor Architecture of the MIPS_Robot. Revista Eletrônica de Iniciação Científica, v. 3, p. 1, 2010.
  35. 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.
  36. 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.
  37. 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.
  38. FREITAS, H. C. ; SANTOS, T. G. S. ; NAVAUX, P. O. A. . Design of programmable NoC router architecture on FPGA for multi-cluster NoCs. Electronics Letters, v. 44, p. 969, 2008.
  39. 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.
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. 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.
  45. 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.