Luis E. Zárate

90 papers A 1B 15C 9Misc 3Journal 27Unranked 35

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Application of Formal Concept Analysis to Characterize Driving Behaviors and Socio-Cultural Factors Related to Driving. BIOSTEC (2) Diogo Miranda, Luis E. Zárate, Mark A. J. Song
2024	J	`jnl`	Identifying longevity profiles from longitudinal data through factor analysis and biclustering. Intell. Data Anal. Marta D. M. Noronha, Luis E. Zárate
2024	—	`conf`	Longitudinal Data Analysis Based on Triadic Rules to Describe of the Psychological Reactions During COVID 19 Pandemic. BIOSTEC (2) Lincoln A. N. Coutinho, Mark A. J. Song, Luis E. Zárate
2024	J	`jnl`	Predicting inmates misconduct using the SHAP approach. Artif. Intell. Law Fábio M. Oliveira, Marcelo de Sousa Balbino, Luis E. Zárate, Fawn Ngo, Ramakrishna Govindu, Anurag Agarwal, Cristiane Neri Nobre
2024	—	`conf`	Triadic Rules for Analysis of Productive and Well-Being Social in Activity-Based Working Environments. BIOSTEC (2) Thiago H. C. Oliveira, Mark A. J. Song, Luis E. Zárate
2023	—	`conf`	Parallelism in the Generation of Concepts Through the Formal Context Object Partitioning Using the In-Close 4 Algorithm. ICEIS (2) André Alves, Luis E. Zárate, Henrique C. Freitas, Mark A. J. Song
2023	J	`jnl`	Prediction of enzymatic function with high efficiency and a reduced number of features using genetic algorithm. Comput. Biol. Medicine Diogo Rodrigo dos Reis, Bruno César dos Santos, Lucas Bleicher, Luis E. Zárate, Cristiane Neri Nobre
2022	—	`conf`	A Review of the Main Factors, Computational Methods, and Databases Used in Depression Studies. HEALTHINF Ariane C. B. da Silva, Renata C. Santana, Thiago H. N. de Lima, Maycoln L. M. Teodoro, Mark A. J. Song, Luis E. Zárate, Cristiane Neri Nobre
2022	—	`conf`	Application of Formal Concept Analysis and Data Mining to Characterize Infant Mortality in Two Regions of the State of Minas Gerais. ICEIS (1) Deivid Santos, Cristiane Nobre, Luis E. Zárate, Mark A. J. Song
2022	—	`conf`	Data Balancing using Deep Convolutional Generative Adversarial Networks (DCGAN) in Patients with Congenital Syndrome by Zika Virus. HEALTHINF Érika G. de Assis, Mark A. J. Song, Luis E. Zárate, Cristiane Neri Nobre
2022	—	`conf`	Formal Concept Analysis Applied to a Longitudinal Study of COVID-19. ICEIS (1) Paulo Lana, Cristiane Nobre, Luis E. Zárate, Mark A. J. Song
2022	J	`jnl`	Impact of metrics on biclustering solution and quality: A review. Pattern Recognit. Marta D. M. Noronha, Rui Henriques, Sara C. Madeira, Luis E. Zárate
2022	—	`conf`	Predicting Depression in Children and Adolescents using the SHAP Approach. HEALTHINF Marcelo de Sousa Balbino, Renata Santana, Maycoln L. M. Teodoro, Mark A. J. Song, Luis E. Zárate, Cristiane Nobre
2022	—	`conf`	Selection of Representative Instances using Ant Colony: A Case Study in a Database of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder. HEALTHINF Henrique R. Hott, Caroline Jandre, Pedro H. S. Xavier, Amal Miloud-Aouidate, Débora M. Miranda, Mark A. J. Song, Luis E. Zárate, Cristiane Neri Nobre
2021	—	`conf`	Analysis of School Performance of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder: A Dimensionality Reduction Approach. HEALTHINF Caroline Jandre, Bruno César dos Santos, Marcelo de Sousa Balbino, Débora de Miranda, Luis E. Zárate, Cristiane Nobre
2021	—	`conf`	Applying Formal Concept Analysis for the Recognition of Infant Mortality Patterns. MedInfo Lorenzo Marzano, Cristiane Nobre, Luis E. Zárate, Mark A. J. Song
2021	—	`conf`	Characterizing Infant Mortality Using Data Mining - A Case Study in Two Brazilian States - Santa Catarina and Amapá. MedInfo Wanderson L. Soares, Mark A. J. Song, Luis E. Zárate, Cristiane Neri Nobre
2021	—	`conf`	Interpreting the Human Longevity Profile Through Triadic Rules - A Case Study Based on the ELSA-UK Longitudinal Study. MedInfo Marta D. M. Noronha, Cristiane Neri Nobre, Mark A. J. Song, Luis E. Zárate
2021	—	`conf`	Towards Interpretable Machine Learning Models to Aid the Academic Performance of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder. BIOSTEC (Selected Papers) Caroline Jandre, Marcelo de Sousa Balbino, Débora de Miranda, Luis E. Zárate, Cristiane Nobre
2021	J	`jnl`	Triadic concept approximation. Inf. Sci. Kaio H. A. Ananias, Rokia Missaoui, Pedro H. B. Ruas, Luis E. Zárate, Mark A. J. Song
2020	—	`conf`	An FCA-based Approach to Direct Edges in a Causal Bayesian Network: A Pilot Study using a Surgery Data Set. ICEIS (1) Walisson Ferreira de Carvalho, Mark A. J. Song, Luis E. Zárate
2020	Misc	`conf`	Applying binary decision diagram to extract concepts from triadic formal context. SAC Julio C. V. Neves, Kaio H. A. Ananias, Cristiane Nobre, Luis E. Zárate, Mark A. J. Song
2020	Misc	`conf`	Characterization of long-lived and non-long lived profiles through biclustering. SAC Marta D. M. Noronha, Marcos W. Rodrigues, Caio Eduardo Ribeiro, Cristiane Neri Nobre, Mark A. J. Song, Luis E. Zárate
2020	J	`jnl`	Exploring Different Paradigms to Extract Proper Implications From High Dimensional Formal Contexts. IEEE Access Julio C. V. Neves, Pedro Henrique Batista Ruas da Silveira, Rokia Missaoui, Sérgio M. Dias, Luis E. Zárate, Mark A. J. Song
2020	J	`jnl`	Extraction of qualitative behavior rules for industrial processes from reduced concept lattice. Intell. Data Anal. Sérgio M. Dias, Luis E. Zárate, Mark A. J. Song, Newton José Vieira, Ch. Aswani Kumar
2019	J	`jnl`	Feature Selection and Comparison of Classifiers for Protein Function Prediction. J. Inf. Data Manag. Bruno César dos Santos, Cora Silberschneider, Marcos W. Rodrigues, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
2019	B	`conf`	Feature selection with genetic algorithm for protein function prediction. SMC Bruno César dos Santos, Marcos W. Rodrigues, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
2019	J	`jnl`	Identification and characterisation of Facebook user profiles considering interaction aspects. Behav. Inf. Technol. Pedro Henrique Batista Ruas da Silveira, Alan D. Machado, Michelle C. Silva, Magali R. G. Meireles, Ana Maria Pereira Cardoso, Luis E. Zárate, Cristiane Neri Nobre
2019	B	`conf`	Improving the quality of enzyme prediction by using feature selection and dimensionality reduction. IJCNN Luis Henrique S. Brito, Ana L. C. V. Lara, Luis E. Zárate, Cristiane Neri Nobre
2019	—	`conf`	Manipulating Triadic Concept Analysis Contexts through Binary Decision Diagrams. ICEIS (1) Kaio H. A. Ananias, Julio C. V. Neves, Pedro H. B. Ruas, Luis E. Zárate, Mark A. J. Song
2019	—	`conf`	Rule Induction Algorithms Applied in Educational Data Set. CSEDU (1) Walisson Ferreira de Carvalho, Cristiane Neri Nobre, Luis E. Zárate
2018	—	`conf`	An Approach to Extract Proper Implications Set from High-dimension Formal Contexts using Binary Decision Diagram. ICEIS (1) Phillip Santos, Julio C. V. Neves, Paula R. C. Silva, Sérgio M. Dias, Luis E. Zárate, Mark A. J. Song
2018	J	`jnl`	Cascade Support Vector Machines applied to the Translation Initiation Site prediction problem. J. Inf. Data Manag. Wallison William Guimarães, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
2018	Misc	`conf`	Evaluation of inductive and transductive inference in the context of translation initiation site. SAC Wallison William Guimarães, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
2018	J	`jnl`	Handling high dimensionality contexts in formal concept analysis via binary decision diagrams. Inf. Sci. Sebastião M. Neto, Luis E. Zárate, Mark A. J. Song
2018	J	`jnl`	Identification of substructures in complex networks using formal concept analysis. Int. J. Web Inf. Syst. Sebastião M. Neto, Sérgio Dias, Rokia Missaoui, Luis E. Zárate, Mark A. J. Song
2018	J	`jnl`	ImplicPBDD: A New Approach to Extract Proper Implications Set from High-Dimension Formal Contexts Using a Binary Decision Diagram Inf. Phillip Santos, Pedro Henrique Batista Ruas da Silveira, Julio C. V. Neves, Paula R. C. Silva, Sérgio M. Dias, Luis E. Zárate, Mark A. J. Song
2018	J	`jnl`	Minimal implications base for social network analysis. Int. J. Web Inf. Syst. Paula Raissa, Sérgio Dias, Mark A. J. Song, Luis E. Zárate
2018	—	`conf`	Recommending Scientific Collaboration from ResearchGate. BRACIS Marcos Wander Rodrigues, Wladmir Cardoso Brandão, Luis E. Zárate
2018	B	`conf`	TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation Site. IJCNN Wallison William Guimarães, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
2017	—	`conf`	Extraction of Conservative Rules for Translation Initiation Site Prediction using Formal Concept Analysis. ICEIS (1) Leandro M. Ferreira, Cristiano Lacerda Nunes Pinto, Sérgio M. Dias, Cristiane Neri Nobre, Luis E. Zárate
2017	—	`conf`	Formal Concept Analysis Applied to Professional Social Networks Analysis. ICEIS (1) Paula R. C. Silva, Sérgio M. Dias, Wladmir C. Brandão, Mark A. J. Song, Luis E. Zárate
2017	—	`conf`	Persuasion strategies in mobile systems: a case study of Facebook application. IHC Andressa P. C. de Oliveira, Pedro Henrique Batista Ruas da Silveira, Luis E. Zárate, Cristiane Neri Nobre
2017	—	`conf`	Professional Competence Identification Through Formal Concept Analysis. ICEIS (Revised Selected Papers) Paula R. C. Silva, Sérgio M. Dias, Wladmir C. Brandão, Mark A. J. Song, Luis E. Zárate
2017	C	`conf`	The Relevance of Upstream and Downstream Regions of mRNA in the Prediction of Translation Initiation Site of the Protein. BIBE Wallison William Guimarães, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
2016	J	`jnl`	Parallelization of the next Closure algorithm for generating the minimum set of implication rules. Artif. Intell. Res. Nilander R. M. de Moraes, Sérgio M. Dias, Henrique C. Freitas, Luis E. Zárate
2015	A	`conf`	Canonical Computational Models Based on Formal Concept Analysis for Social Network Analysis and Representation. ICWS Gustavo Jota Resende, Nilander R. M. de Moraes, Sérgio M. Dias, Humberto T. Marques-Neto, Luis E. Zárate
2015	—	`conf`	Caracterização do Comportamento dos Usuários da Rede Social Facebook Utilizando Métricas de Redes Complexas e Algoritmos de Clusterização. SBBD (Short Papers) Pedro Henrique Batista Ruas da Silveira, Ana Maria Pereira Cardoso, Luis E. Zárate
2015	J	`jnl`	Categorical data clustering: What similarity measure to recommend? Expert Syst. Appl. Tiago Rodrigues Lopes dos Santos, Luis E. Zárate
2015	J	`jnl`	Characterization of time series for analyzing of the evolution of time series clusters. Expert Syst. Appl. Ana P. Serra, Luis E. Zárate
2015	J	`jnl`	Data mining in the reduction of the number of places of experiments for plant cultivates. Comput. Electron. Agric. Wanderley Clarete Lanza Meirelles, Luis E. Zárate
2015	—	`conf`	Minimal Cover of Implication Rules to Represent Two Mode Networks. WI-IAT (1) Sebastião M. Neto, Luis E. Zárate, Mark A. J. Song, Sérgio M. Dias
2015	C	`conf`	Using implications from FCA to represent a two mode network data. SEKE Sebastião M. Neto, Mark A. J. Song, Luis E. Zárate, Sérgio M. Dias
2014	J	`jnl`	A brief review of the main approaches for treatment of missing data. Intell. Data Anal. Luciana O. Silva, Luis E. Zárate
2014	—	`conf`	Extraction of Classes Through the Application of Formal Concept Analysis. ICEIS (2) Decius Pereira, Luis E. Zárate, Mark A. J. Song
2013	J	`jnl`	Applying Artificial Neural Networks to prediction of stock price and improvement of the directional prediction index - Case study of PETR4, Petrobras, Brazil. Expert Syst. Appl. Fagner Andrade de Oliveira, Cristiane Neri Nobre, Luis E. Zárate
2013	—	`conf`	Applying Formal Concept Analysis to assist class hierarchy construction in biomedical systems. BMEI Decius Pereira, Luis E. Zárate, Mark A. J. Song
2013	J	`jnl`	Extracting reducible knowledge from ANN with JBOS and FCANN approaches. Expert Syst. Appl. Sérgio M. Dias, Luis E. Zárate, Newton José Vieira
2013	J	`jnl`	Hybrid thermal model for swimming pools based on artificial neural networks for southeast region of Brazil. Expert Syst. Appl. Enock T. Santos, Luis E. Zárate, Elizabeth Marques Duarte Pereira
2013	B	`conf`	SCGaz - A Synthetic Formal Context Generator with Density Control for Test and Evaluation of FCA Algorithms. SMC Andrei Rimsa, Mark A. J. Song, Luis E. Zárate
2013	J	`jnl`	Using Iceberg Concept Lattices and Implications Rules to Extract Knowledge from Ann. Intell. Autom. Soft Comput. Sérgio M. Dias, Luis E. Zárate, Newton José Vieira
2012	B	`conf`	A symbolic model checking appproach to verifying transact-SQL. SMC Rodrigo Diana, Humberto Marques-Neto, Luis E. Zárate, Mark A. J. Song
2012	J	`jnl`	Fuzzy Sliding Mode Controller for a PH Process in Stirred Tanks. Intell. Autom. Soft Comput. Luis E. Zárate, Peterson Resende
2012	B	`conf`	Parallel and distributed kmeans to identify the translation initiation site of proteins. SMC Laerte M. Rodrigues, Luis E. Zárate, Cristiane Neri Nobre, Henrique C. Freitas
2011	J	`jnl`	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. Appl. Soft Comput. Fabricio R. Bittencout, Luis E. Zárate
2010	—	`conf`	A Distributed Algorithm for Formal Concepts Processing based on Search Subspaces. ICEIS (1) Nilander R. M. de Moraes, Luis E. Zárate, Henrique C. Freitas
2010	C	`conf`	A Framework for Solar Energy Applications Photovoltaic Systems. SEKE Frederico Papatella, Tiago Figueiredo Carvalho, Luis E. Zárate, Elizabeth Marques Duarte Pereira, Mark A. J. Song
2010	B	`conf`	Neural models to insert climatic information in thermal model of swimming pools - simulation for different climate conditions and profile of human activity. SMC Enock T. Santos, Luis E. Zárate, Elizabeth Marques Duarte Pereira
2010	B	`conf`	SolarEnergy: A framework for photovoltaic systems - A case study. SMC Frederico Papatella, Tiago Figueiredo Carvalho, Luis E. Zárate, Elizabeth Marques Duarte Pereira, Mark A. J. Song
2009	B	`conf`	A representative validation of a neural 3G admission control through rules extraction. IJCNN Anna Izabel J. Tostes Ribeiro, Luis E. Zárate, Fátima de L. P. Duarte-Figueiredo
2009	B	`conf`	Climatic data neural representation for large territorial extensions: Case study for the State of Minas Gerais. IJCNN Enock T. Santos, Luis E. Zárate, Elizabeth Marques Duarte Pereira
2009	—	`conf`	Distributed BMC: A Depth-First Approach to Explore Clause Symmetry. ECBS S. Campos, Julio C. V. Neves, Luis E. Zárate, Mark A. J. Song
2009	—	`conf`	Evaluation of Different BDD Libraries to Extract Concepts in FCA - Perspectives and Limitations. ICCS (1) Andrei Rimsa, Luis E. Zárate, Mark A. J. Song
2009	C	`conf`	Handling Large Formal Context Using BDD - Perspectives and Limitations. ICFCA Andrei Rimsa, Luis E. Zárate, Mark A. J. Song
2009	J	`jnl`	Qualitative behavior rules for the cold rolling process extracted from trained ANN via the FCANN method. Eng. Appl. Artif. Intell. Luis E. Zárate, Sérgio M. Dias
2008	C	`conf`	An Artificial Neural Network Approach for Mechanisms of Call Admission Control in UMTS 3G Networks. HIS Anna Izabel T. Ribeiro, Fátima de L. P. Duarte-Figueiredo, Gabriel Novy, Carlos R. Storck, Sérgio M. Dias, Luis E. Zárate
2008	J	`jnl`	FCANN: A new approach for extraction and representation of knowledge from ANN trained via Formal Concept Analysis. Neurocomputing Luis E. Zárate, Sérgio Mariano Dias, Mark Alan Junho Song
2007	C	`conf`	Comparison of Classifiers Efficiency on Missing Values Recovering: Application in a Marketing Database with Massive Missing Data. CIDM Bruno M. Nogueira, Tadeu R. A. Santos, Luis E. Zárate
2007	—	`conf`	Exploring Clause Symmetry in a Distributed Bounded Model Checking Algorithm. ECBS Hugo Barros, Sérgio Vale Aguiar Campos, Mark A. J. Song, Luis E. Zárate
2007	B	`conf`	FCANN Method Applications for Knowledge Extraction From Previously Trained ANN. IJCNN Luis E. Zárate, Sérgio M. Dias, Mark A. J. Song
2007	B	`conf`	Neural Networks Applied to Adjustment and Combination of the Control Actions for the Cold Rolling Process. IJCNN Luis E. Zárate, Fabricio R. Bittencout
2006	B	`conf`	Parametric Analysis of Solar Collectors Through Sensitivity Factors Via Artificial Neural Networks. IJCNN Luis E. Zárate, Elizabeth Marques Duarte Pereira
2006	C	`conf`	SOPHIANN: A Tool for Extraction Knowledge Rules from ANN Previously Trained A Case Study. SEKE Mark A. J. Song, Luis E. Zárate, Sérgio M. Dias, Ana Alvarez, Bruno Soares, Bruno M. Nogueira, Renato Vimieiro, Tadeu R. A. Santos, Newton Vieira
2006	B	`conf`	Techniques for Missing Value Recovering in Imbalanced Databases: Application in a Marketing Database with Massive Missing Data. SMC Luis E. Zárate, Bruno Magalhães Nogueira, Tadeu Renato André Santos, Mark Alan Junho Song
2006	B	`conf`	Techniques for Training Sets Selection in the Representation of a Thermosiphon System Via ANN. IJCNN Luis E. Zárate, Elizabeth Marques Duarte Pereira, Leonardo A. R. Oliveira, Victor P. Gil, Tadeu R. A. Santos, Bruno M. Nogueira
2005	C	`conf`	Formal Verification of Transactional Systems Based on UML Specifications. SEKE Mark A. J. Song, Adriano C. M. Pereira, Sérgio Vale Aguiar Campos, Luis E. Zárate
2004	—	`conf`	Data Mining Application to Obtain Profiles of Patients with Nephrolithiasis. ICEIS (2) Luis E. Zárate, Paulo Alvarenga, Romero Paoliello, Thiago Ribeiro
2004	C	`conf`	Neural Representation of a Solar Collector with Statistical Optimization of the Training Set. IEA/AIE Luis E. Zárate, Elizabeth Marques Duarte Pereira, João Paulo D. Silva, Renato Vimieiro, Antônia Sônia Cardoso Diniz
2004	—	`conf`	Optimization of Neural Network's Training Sets via Clustering: Application in Solar Collector Representation. ICEIS (2) Luis E. Zárate, Elizabeth Marques Duarte Pereira, Daniel A. Soares, João Paulo D. Silva, Renato Vimieiro, Antônia Sônia Cardoso Diniz
2000	—	`conf`	A Model for the Simulation of a Cold Rolling Mill, Using Neural Networks and Sensitivity Factors. SBRN Luis E. Zárate