A Model for the Simulation of a Cold Rolling Mill, Using Neural Networks and Sensitivity Factors. - Luis E. Zárate (SBRN, 2000)

Data Mining Application to Obtain Profiles of Patients with Nephrolithiasis. - Luis E. Zárate; Paulo Alvarenga; Romero Paoliello; Thiago Ribeiro (ICEIS (2), 2004)

Optimization of Neural Network's Training Sets via Clustering: Application in Solar Collector Representation. - Luis E. Zárate; Elizabeth Marques Duarte Pereira; Daniel A. Soares; João Paulo D. Silva; Renato Vimieiro; Antônia Sônia Cardoso Diniz (ICEIS (2), 2004)

Neural Representation of a Solar Collector with Statistical Optimization of the Training Set. - Luis E. Zárate; Elizabeth Marques Duarte Pereira; João Paulo D. Silva; Renato Vimieiro; Antônia Sônia Cardoso Diniz (IEA/AIE, 2004)

Formal Verification of Transactional Systems Based on UML Specifications. - Mark A. J. Song; Adriano C. M. Pereira; Sérgio Vale Aguiar Campos; Luis E. Zárate (SEKE, 2005)

Parametric Analysis of Solar Collectors Through Sensitivity Factors Via Artificial Neural Networks. - Luis E. Zárate; Elizabeth Marques Duarte Pereira (IJCNN, 2006)

Techniques for Training Sets Selection in the Representation of a Thermosiphon System Via ANN. - Luis E. Zárate; Elizabeth Marques Duarte Pereira; Leonardo A. R. Oliveira; Victor P. Gil; Tadeu R. A. Santos; Bruno M. Nogueira 001 (IJCNN, 2006)

SOPHIANN: A Tool for Extraction Knowledge Rules from ANN Previously Trained A Case Study. - Mark A. J. Song; Luis E. Zárate; Sérgio M. Dias; Ana Alvarez; Bruno Soares; Bruno M. Nogueira 001; Renato Vimieiro; Tadeu R. A. Santos; Newton Vieira (SEKE, 2006)

Techniques for Missing Value Recovering in Imbalanced Databases: Application in a Marketing Database with Massive Missing Data. - Luis E. Zárate; Bruno Magalhães Nogueira 001; Tadeu Renato André Santos; Mark Alan Junho Song (SMC, 2006)

Comparison of Classifiers Efficiency on Missing Values Recovering: Application in a Marketing Database with Massive Missing Data. - Bruno M. Nogueira 001; Tadeu R. A. Santos; Luis E. Zárate (CIDM, 2007)

Exploring Clause Symmetry in a Distributed Bounded Model Checking Algorithm. - Hugo Barros; Sérgio Vale Aguiar Campos; Mark A. J. Song; Luis E. Zárate (ECBS, 2007)

Neural Networks Applied to Adjustment and Combination of the Control Actions for the Cold Rolling Process. - Luis E. Zárate; Fabricio R. Bittencout (IJCNN, 2007)

FCANN Method Applications for Knowledge Extraction From Previously Trained ANN. - Luis E. Zárate; Sérgio M. Dias; Mark A. J. Song (IJCNN, 2007)

An Artificial Neural Network Approach for Mechanisms of Call Admission Control in UMTS 3G Networks. - Anna Izabel T. Ribeiro; Fátima de L. P. Duarte-Figueiredo; Gabriel Novy; Carlos R. Storck; Sérgio M. Dias; Luis E. Zárate (HIS, 2008)

FCANN: A new approach for extraction and representation of knowledge from ANN trained via Formal Concept Analysis. - Luis E. Zárate; Sérgio Mariano Dias; Mark Alan Junho Song (Neurocomputing, 2008)

Distributed BMC: A Depth-First Approach to Explore Clause Symmetry. - S. Campos; Julio C. V. Neves; Luis E. Zárate; Mark A. J. Song (ECBS, 2009)

Evaluation of Different BDD Libraries to Extract Concepts in FCA - Perspectives and Limitations. - Andrei Rimsa; Luis E. Zárate; Mark A. J. Song (ICCS (1), 2009)

Handling Large Formal Context Using BDD - Perspectives and Limitations. - Andrei Rimsa; Luis E. Zárate; Mark A. J. Song (ICFCA, 2009)

The usage of Artificial Neural Networks in the classification and forecast of potable water consumption. - Diego Marinho de Oliveira; Andre Luis de Oliveira Andrade; Cristiane Neri Nobre; Luis Enrique Zárate (IJCNN, 2009)

A representative validation of a neural 3G admission control through rules extraction. - Anna Izabel J. Tostes Ribeiro; Luis E. Zárate; Fátima de L. P. Duarte-Figueiredo (IJCNN, 2009)

Climatic data neural representation for large territorial extensions: Case study for the State of Minas Gerais. - Enock T. Santos; Luis E. Zárate; Elizabeth Marques Duarte Pereira (IJCNN, 2009)

Qualitative behavior rules for the cold rolling process extracted from trained ANN via the FCANN method. - Luis E. Zárate; Sérgio M. Dias (Eng. Appl. Artif. Intell., 2009)

A Distributed Algorithm for Formal Concepts Processing based on Search Subspaces. - Nilander R. M. de Moraes; Luis E. Zárate; Henrique C. Freitas (ICEIS (1), 2010)

A Framework for Solar Energy Applications Photovoltaic Systems. - Frederico Papatella; Tiago Figueiredo Carvalho; Luis E. Zárate; Elizabeth Marques Duarte Pereira; Mark A. J. Song (SEKE, 2010)

Applying neural networks to determine the socio-environmental factors responsible for potable water consumption. - Diego Marinho de Oliveira; Cristiane Neri Nobre; Luis Henrique Zárate (SMC, 2010)

SolarEnergy: A framework for photovoltaic systems - A case study. - Frederico Papatella; Tiago Figueiredo Carvalho; Luis E. Zárate; Elizabeth Marques Duarte Pereira; Mark A. J. Song (SMC, 2010)

Neural models to insert climatic information in thermal model of swimming pools - simulation for different climate conditions and profile of human activity. - Enock T. Santos; Luis E. Zárate; Elizabeth Marques Duarte Pereira (SMC, 2010)

The use of artificial neural networks in the analysis and prediction of stock prices. - Fagner Andrade de Oliveira; Luis Enrique Zárate; Marcos de Azevedo Reis; Cristiane Neri Nobre (SMC, 2011)

Prediction of protein translation initiation site from the perspective of imbalanced classes. - Felipe Carvalho de Souza Teixeira; Cristiane Neri Nobre; Livia Marcia Silva; Luis Enrique Zárate (SMC, 2011)

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. - Fabricio R. Bittencout; Luis E. Zárate (Appl. Soft Comput., 2011)

Prospects and limitations in the context of knowledge discovery in database for manipulation of domains through ontologies to support the modeling of data warehouse -Case study in social databases. - Adriana Costa Monteiro; Luis Enrique Zárate Gálvez (CLEI, 2012)

GCA: An algorithm based on the gower similarity for clustering of categorical variables. - Tiago Rodrigues Lopes dos Santos; Luis Enrique Zárate (CLEI, 2012)

Sphere-M: An ontology capture method. - Rafael Odon de Alencar; Luis Enrique Zárate; Mark Alan Junho Song (SMC, 2012)

A symbolic model checking appproach to verifying transact-SQL. - Rodrigo Diana; Humberto Marques-Neto; Luis E. Zárate; Mark A. J. Song (SMC, 2012)

Parallel and distributed kmeans to identify the translation initiation site of proteins. - Laerte M. Rodrigues; Luis E. Zárate; Cristiane Neri Nobre; Henrique C. Freitas (SMC, 2012)

Fuzzy Sliding Mode Controller for a PH Process in Stirred Tanks. - Luis E. Zárate; Peterson Resende (Intell. Autom. Soft Comput., 2012)

Applying Formal Concept Analysis to assist class hierarchy construction in biomedical systems. - Decius Pereira; Luis E. Zárate; Mark A. J. Song (BMEI, 2013)

SCGaz - A Synthetic Formal Context Generator with Density Control for Test and Evaluation of FCA Algorithms. - Andrei Rimsa; Mark A. J. Song; Luis E. Zárate (SMC, 2013)

Extracting reducible knowledge from ANN with JBOS and FCANN approaches. - Sérgio M. Dias; Luis E. Zárate; Newton José Vieira (Expert Syst. Appl., 2013)

Applying Artificial Neural Networks to prediction of stock price and improvement of the directional prediction index - Case study of PETR4, Petrobras, Brazil. - Fagner Andrade de Oliveira; Cristiane Neri Nobre; Luis E. Zárate (Expert Syst. Appl., 2013)

Hybrid thermal model for swimming pools based on artificial neural networks for southeast region of Brazil. - Enock T. Santos; Luis E. Zárate; Elizabeth Marques Duarte Pereira (Expert Syst. Appl., 2013)

Using Iceberg Concept Lattices and Implications Rules to Extract Knowledge from Ann. - Sérgio M. Dias; Luis E. Zárate; Newton José Vieira (Intell. Autom. Soft Comput., 2013)

A Genetic Algorithm for the Selection of Features Used in the Prediction of Protein Function. - Larissa Fernandes Leijoto; Thiago Assis De Oliveira Rodrigues; Luis Enrique Zárate; Cristiane Neri Nobre (BIBE, 2014)

Extraction of Classes Through the Application of Formal Concept Analysis. - Decius Pereira; Luis E. Zárate; Mark A. J. Song (ICEIS (2), 2014)

A brief review of the main approaches for treatment of missing data. - Luciana O. Silva; Luis E. Zárate (Intell. Data Anal., 2014)

Canonical Computational Models Based on Formal Concept Analysis for Social Network Analysis and Representation. - Gustavo Jota Resende; Nilander R. M. de Moraes; Sérgio M. Dias; Humberto T. Marques-Neto; Luis E. Zárate (ICWS, 2015)

Caracterização do Comportamento dos Usuários da Rede Social Facebook Utilizando Métricas de Redes Complexas e Algoritmos de Clusterização. - Pedro Henrique Batista Ruas da Silveira; Ana Maria Pereira Cardoso; Luis E. Zárate (SBBD (Short Papers), 2015)

Using implications from FCA to represent a two mode network data. - Sebastião M. Neto; Mark A. J. Song; Luis E. Zárate; Sérgio M. Dias (SEKE, 2015)

Minimal Cover of Implication Rules to Represent Two Mode Networks. - Sebastião M. Neto; Luis E. Zárate; Mark A. J. Song; Sérgio M. Dias (WI-IAT (1), 2015)

Data mining in the reduction of the number of places of experiments for plant cultivates. - Wanderley Clarete Lanza Meirelles; Luis E. Zárate (Comput. Electron. Agric., 2015)

Categorical data clustering: What similarity measure to recommend? - Tiago Rodrigues Lopes dos Santos; Luis E. Zárate (Expert Syst. Appl., 2015)

Characterization of time series for analyzing of the evolution of time series clusters. - Ana P. Serra; Luis E. Zárate (Expert Syst. Appl., 2015)

Parallelization of the next Closure algorithm for generating the minimum set of implication rules. - Nilander R. M. de Moraes; Sérgio M. Dias; Henrique C. Freitas; Luis E. Zárate (Artif. Intell. Res., 2016)

Data Preparation for Longitudinal Data Mining: a case study on human ageing. - Caio Eduardo Ribeiro; Luis Enrique Zárate (J. Inf. Data Manag., 2016)

The Relevance of Upstream and Downstream Regions of mRNA in the Prediction of Translation Initiation Site of the Protein. - Wallison William Guimarães; Cristiano Lacerda Nunes Pinto; Cristiane Neri Nobre; Luis E. Zárate (BIBE, 2017)

Extraction of Conservative Rules for Translation Initiation Site Prediction using Formal Concept Analysis. - Leandro M. Ferreira; Cristiano Lacerda Nunes Pinto; Sérgio M. Dias; Cristiane Neri Nobre; Luis E. Zárate (ICEIS (1), 2017)

Formal Concept Analysis Applied to Professional Social Networks Analysis. - Paula R. C. Silva; Sérgio M. Dias; Wladmir C. Brandão; Mark A. J. Song; Luis E. Zárate (ICEIS (1), 2017)

Professional Competence Identification Through Formal Concept Analysis. - Paula R. C. Silva; Sérgio M. Dias; Wladmir C. Brandão; Mark A. J. Song; Luis E. Zárate (ICEIS (Revised Selected Papers), 2017)

Persuasion strategies in mobile systems: a case study of Facebook application. - Andressa P. C. de Oliveira; Pedro Henrique Batista Ruas da Silveira; Luis E. Zárate; Cristiane Neri Nobre (IHC, 2017)

Transductive learning as an alternative to translation initiation site identification. - Cristiano Lacerda Nunes Pinto; Cristiane Neri Nobre; Luis Enrique Zárate (BMC Bioinform., 2017)

A revision and analysis of the comprehensiveness of the main longitudinal studies of human aging for data mining research. - Caio Eduardo Ribeiro; Luis Henrique S. Brito; Cristiane Neri Nobre; Alex Alves Freitas; Luis Enrique Zárate (WIREs Data Mining Knowl. Discov., 2017)

Recommending Scientific Collaboration from ResearchGate. - Marcos Wander Rodrigues; Wladmir Cardoso Brandão; Luis E. Zárate (BRACIS, 2018)

Multi-Objective Genetic Algorithm for Feature Selection in a Protein Function Prediction Context. - Bruno César dos Santos; Cristiane Neri Nobre; Luis Enrique Zárate (CEC, 2018)

Applying Causal Inference in Educational Data Mining: A Pilot Study. - Walisson Ferreira de Carvalho; Bráulio Roberto Gonçalves Marinho Couto; Ana Paula Ladeira; Osmar Ventura Gomes; Luis Enrique Zárate (CSEDU (1), 2018)

An Approach to Extract Proper Implications Set from High-dimension Formal Contexts using Binary Decision Diagram. - Phillip Santos; Julio C. V. Neves; Paula R. C. Silva; Sérgio M. Dias; Luis E. Zárate; Mark A. J. Song (ICEIS (1), 2018)

TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation Site. - Wallison William Guimarães; Cristiano Lacerda Nunes Pinto; Cristiane Neri Nobre; Luis E. Zárate (IJCNN, 2018)

Evaluation of inductive and transductive inference in the context of translation initiation site. - Wallison William Guimarães; Cristiano Lacerda Nunes Pinto; Cristiane Neri Nobre; Luis E. Zárate (SAC, 2018)

Identification of substructures in complex networks using formal concept analysis. - Sebastião M. Neto; Sérgio Dias; Rokia Missaoui; Luis E. Zárate; Mark A. J. Song (Int. J. Web Inf. Syst., 2018)

Minimal implications base for social network analysis. - Paula Raissa; Sérgio Dias; Mark A. J. Song; Luis E. Zárate (Int. J. Web Inf. Syst., 2018)

ImplicPBDD: A New Approach to Extract Proper Implications Set from High-Dimension Formal Contexts Using a Binary Decision Diagram †. - 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 (Inf., 2018)

Handling high dimensionality contexts in formal concept analysis via binary decision diagrams. - Sebastião M. Neto; Luis E. Zárate; Mark A. J. Song (Inf. Sci., 2018)

Cascade Support Vector Machines applied to the Translation Initiation Site prediction problem. - Wallison William Guimarães; Cristiano Lacerda Nunes Pinto; Cristiane Neri Nobre; Luis E. Zárate (J. Inf. Data Manag., 2018)

Educational Data Mining: A review of evaluation process in the e-learning. - Marcos Wander Rodrigues; Seiji Isotani; Luiz Enrique Zárate (Telematics Informatics, 2018)

Rule Induction Algorithms Applied in Educational Data Set. - Walisson Ferreira de Carvalho; Cristiane Neri Nobre; Luis E. Zárate (CSEDU (1), 2019)

Manipulating Triadic Concept Analysis Contexts through Binary Decision Diagrams. - Kaio H. A. Ananias; Julio C. V. Neves; Pedro H. B. Ruas; Luis E. Zárate; Mark A. J. Song (ICEIS (1), 2019)

Genetic Algorithms for Feature Selection in the Children and Adolescents Depression Context. - Renata C. Santana; Bruno César dos Santos; Thiago H. N. de Lima; Maycoln L. M. Teodoro; Saulo Pinto; Luiz Zárate; Cristiane Nobre (ICMLA, 2019)

Improving the quality of enzyme prediction by using feature selection and dimensionality reduction. - Luis Henrique S. Brito; Ana L. C. V. Lara; Luis E. Zárate; Cristiane Neri Nobre (IJCNN, 2019)

Causality relationship among attributes applied in an educational data set. - Walisson Ferreira de Carvalho; Luis Enrique Zárate (SAC, 2019)

Time Series Analysis Using Synthetic Data for Monitoring the Temporal Behavior of Sensor Signals. - Marcos Wander Rodrigues; Luis Enrique Zárate (SMC, 2019)

Feature selection with genetic algorithm for protein function prediction. - Bruno César dos Santos; Marcos W. Rodrigues; Cristiano Lacerda Nunes Pinto; Cristiane Neri Nobre; Luis E. Zárate (SMC, 2019)

Identification and characterisation of Facebook user profiles considering interaction aspects. - 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 (Behav. Inf. Technol., 2019)

Classifying longevity profiles through longitudinal data mining. - Caio Eduardo Ribeiro; Luis Enrique Zárate (Expert Syst. Appl., 2019)

A Fast Parallel K-Modes Algorithm for Clustering Nucleotide Sequences to Predict Translation Initiation Sites. - Guilherme Torres Castro; Luis Enrique Zárate; Cristiane Neri Nobre; Henrique C. Freitas (J. Comput. Biol., 2019)

Feature Selection and Comparison of Classifiers for Protein Function Prediction. - Bruno César dos Santos; Cora Silberschneider; Marcos W. Rodrigues; Cristiano Lacerda Nunes Pinto; Cristiane Neri Nobre; Luis E. Zárate (J. Inf. Data Manag., 2019)

An FCA-based Approach to Direct Edges in a Causal Bayesian Network: A Pilot Study using a Surgery Data Set. - Walisson Ferreira de Carvalho; Mark A. J. Song; Luis E. Zárate (ICEIS (1), 2020)

Applying binary decision diagram to extract concepts from triadic formal context. - Julio C. V. Neves; Kaio H. A. Ananias; Cristiane Nobre; Luis E. Zárate; Mark A. J. Song (SAC, 2020)

Characterization of long-lived and non-long lived profiles through biclustering. - Marta D. M. Noronha; Marcos W. Rodrigues; Caio Eduardo Ribeiro; Cristiane Neri Nobre; Mark A. J. Song; Luis E. Zárate (SAC, 2020)

Exploring Different Paradigms to Extract Proper Implications From High Dimensional Formal Contexts. - Julio C. V. Neves; Pedro Henrique Batista Ruas da Silveira; Rokia Missaoui; Sérgio M. Dias; Luis E. Zárate; Mark A. J. Song (IEEE Access, 2020)

Extraction of qualitative behavior rules for industrial processes from reduced concept lattice. - Sérgio M. Dias; Luis E. Zárate; Mark A. J. Song; Newton José Vieira; Ch. Aswani Kumar (Intell. Data Anal., 2020)

OrgBR-M: a method to assist in organizing bibliographic material based on formal concept analysis - a case study in educational data mining. - Marcos Wander Rodrigues; Luis Enrique Zárate (Int. J. Digit. Libr., 2020)

Towards Interpretable Machine Learning Models to Aid the Academic Performance of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder. - Caroline Jandre; Marcelo de Sousa Balbino; Débora de Miranda; Luis E. Zárate; Cristiane Nobre (BIOSTEC (Selected Papers), 2021)

Analysis of School Performance of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder: A Dimensionality Reduction Approach. - Caroline Jandre; Bruno César dos Santos; Marcelo de Sousa Balbino; Débora de Miranda; Luis E. Zárate; Cristiane Nobre (HEALTHINF, 2021)

Applying Formal Concept Analysis for the Recognition of Infant Mortality Patterns. - Lorenzo Marzano; Cristiane Nobre; Luis E. Zárate; Mark A. J. Song (MedInfo, 2021)

Interpreting the Human Longevity Profile Through Triadic Rules - A Case Study Based on the ELSA-UK Longitudinal Study. - Marta D. M. Noronha; Cristiane Neri Nobre; Mark A. J. Song; Luis E. Zárate (MedInfo, 2021)

Characterizing Infant Mortality Using Data Mining - A Case Study in Two Brazilian States - Santa Catarina and Amapá. - Wanderson L. Soares; Mark A. J. Song; Luis E. Zárate; Cristiane Neri Nobre (MedInfo, 2021)

Evaluating biological characteristics for protein function prediction using support vector machine. - Gabriela Teodoro De Oliveira Santos; Cristiane Neri Nobre; Luis Enrique Zárate (Int. J. Bioinform. Res. Appl., 2021)

Triadic concept approximation. - Kaio H. A. Ananias; Rokia Missaoui; Pedro H. B. Ruas; Luis E. Zárate; Mark A. J. Song (Inf. Sci., 2021)

Effectively clustering researchers in scientific collaboration networks: case study on ResearchGate. - Marcos Wander Rodrigues; Mark Alan Junho Song; Luis Enrique Zárate (Soc. Netw. Anal. Min., 2021)

Data Balancing using Deep Convolutional Generative Adversarial Networks (DCGAN) in Patients with Congenital Syndrome by Zika Virus. - Érika G. de Assis; Mark A. J. Song; Luis E. Zárate; Cristiane Neri Nobre (HEALTHINF, 2022)

Predicting Depression in Children and Adolescents using the SHAP Approach. - Marcelo de Sousa Balbino; Renata Santana; Maycoln L. M. Teodoro; Mark A. J. Song; Luis E. Zárate; Cristiane Nobre (HEALTHINF, 2022)

Selection of Representative Instances using Ant Colony: A Case Study in a Database of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder. - 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 (HEALTHINF, 2022)

A Review of the Main Factors, Computational Methods, and Databases Used in Depression Studies. - 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 (HEALTHINF, 2022)

Formal Concept Analysis Applied to a Longitudinal Study of COVID-19. - Paulo Lana; Cristiane Nobre; Luis E. Zárate; Mark A. J. Song (ICEIS (1), 2022)

Application of Formal Concept Analysis and Data Mining to Characterize Infant Mortality in Two Regions of the State of Minas Gerais. - Deivid Santos; Cristiane Nobre; Luis E. Zárate; Mark A. J. Song (ICEIS (1), 2022)

Extracting concepts from triadic contexts using Binary Decision Diagram. - Julio Cesar Vale Neves; Luiz Enrique Zárate; Mark Alan Junho Song (J. Univers. Comput. Sci., 2022)

Impact of metrics on biclustering solution and quality: A review. - Marta D. M. Noronha; Rui Henriques; Sara C. Madeira; Luis E. Zárate (Pattern Recognit., 2022)

Parallelism in the Generation of Concepts Through the Formal Context Object Partitioning Using the In-Close 4 Algorithm. - André Alves; Luis E. Zárate; Henrique C. Freitas; Mark A. J. Song (ICEIS (2), 2023)

SciBR-M: a method to map the evolution of scientific interest - A case study in educational data mining. - Luiz Zárate; Marcos W. Rodrigues; Sérgio Mariano Dias; Cristiane Nobre; Mark A. J. Song (Libr. Hi Tech, 2023)

Prediction of enzymatic function with high efficiency and a reduced number of features using genetic algorithm. - Diogo Rodrigo dos Reis; Bruno César dos Santos; Lucas Bleicher; Luis E. Zárate; Cristiane Neri Nobre (Comput. Biol. Medicine, 2023)

CSSE - An agnostic method of counterfactual, selected, and social explanations for classification models. - Marcelo de Sousa Balbino; Luis Enrique Zárate Gálvez; Cristiane Neri Nobre (Expert Syst. Appl., 2023)

Longitudinal Data Analysis Based on Triadic Rules to Describe of the Psychological Reactions During COVID 19 Pandemic. - Lincoln A. N. Coutinho; Mark A. J. Song; Luis E. Zárate (BIOSTEC (2), 2024)

Application of Formal Concept Analysis to Characterize Driving Behaviors and Socio-Cultural Factors Related to Driving. - Diogo Miranda; Luis E. Zárate; Mark A. J. Song (BIOSTEC (2), 2024)

Triadic Rules for Analysis of Productive and Well-Being Social in Activity-Based Working Environments. - Thiago H. C. Oliveira; Mark A. J. Song; Luis E. Zárate (BIOSTEC (2), 2024)

Análise dos Fatores Socioambientais e Comportamentais na Identificação do Transtorno Obsessivo Compulsivo: Uma Abordagem com Dados da Pesquisa Nacional de Saúde 2019. - Anna Puga Campos Rodrigues; Luis Enrique Zárate Gálvez (SBBD, 2024)

A multivariate method for detecting and characterizing the changes in responses of sensors when extreme outliers arise. - Marcos Wander Rodrigues; Luis Enrique Zárate (Eng. Appl. Artif. Intell., 2024)

Identifying longevity profiles from longitudinal data through factor analysis and biclustering. - Marta D. M. Noronha; Luis E. Zárate (Intell. Data Anal., 2024)

Predicting inmates misconduct using the SHAP approach. - Fábio M. Oliveira; Marcelo de Sousa Balbino; Luis E. Zárate; Fawn Ngo; Ramakrishna Govindu; Anurag Agarwal; Cristiane Neri Nobre (Artif. Intell. Law, 2024)

Understanding Stroke Risk Profiles in Middle-Aged Adults: A Genetic Algorithm-Based Feature Selection Aproach. - Ligia Ferreira de Carvalho Gonçalves; Caio Davi Rabelo Fiorini; Daniel Rocha Franca; Marta Dias Moreira Noronha; Mark Alan Junho Song; Luis Enrique Zárate Gálvez (BIOSTEC (2): HEALTHINF, 2025)

Formal Concept Analysis Applied to Characterize Longitudinal Associations Between Depressive and Anxiety Disorders and Somatization. - Diogo Miranda; Julio C. V. Neves; Luiz Zárate; Mark A. J. Song (BIOSTEC (2): HEALTHINF, 2025)

The Use of Formal Concept Analysis for Characterizing the Behavior of the Residents of Bangladesh Regarding the COVID-19 Pandemic. - Mateus Sobreira; Martha Dias; Luiz Zárate; Mark A. J. Song (BIOSTEC (2): HEALTHINF, 2025)

Analysis of Health Indicators for Heart Disease Based on Formal Concept Analysis. - Laura Xavier; Julio C. V. Neves; Luiz Zárate; Mark A. J. Song (BIOSTEC (2): HEALTHINF, 2025)

A Knowledge Discovery Pipeline to Describe the High Cholesterol Profile in Young People Using GA for Feature Selection. - Daniel Rocha Franca; Caio Davi Rabelo Fiorini; Ligia Ferreira de Carvalho Gonçalves; Marta Dias Moreira Noronha; Mark Alan Junho Song; Luis Enrique Zárate Gálvez (ICEIS (1), 2025)

Exploring Links Between Social Media Habits, Loneliness, and Sleep: A Formal Concept Analysis Approach. - Fernanda M. Gomes; Julio C. V. Neves; Luis Enrique Zárate Gálvez; Mark Alan Junho Song (ICEIS (1), 2025)