HiSP: A Probabilistic Data Mining Technique for Protein Classification. - Luiz Henrique de Campos Merschmann; Alexandre Plastino 001 (International Conference on Computational Science (2), 2006)

A Bayesian approach for protein classification. - Luiz Henrique de Campos Merschmann; Alexandre Plastino 001 (SAC, 2006)

K-NN: Estimating an Adequate Value for Parameter K. - Bruno Borsato; Alexandre Plastino 001; Luiz Henrique de Campos Merschmann (ICEIS (2), 2008)

A hybrid heuristic algorithm for the open-pit-mining operational planning problem. - Marcone J. F. Souza; Igor Machado Coelho; Sabir Ribas; Haroldo G. Santos; Luiz Henrique de Campos Merschmann (Eur. J. Oper. Res., 2010)

HiSP-GC: A Classification Method Based on Probabilistic Analysis of Patterns. - Luiz Henrique de Campos Merschmann; Alexandre Plastino 001 (J. Inf. Data Manag., 2010)

Identifying Significant Features in HIV Sequence to Predict Patients' Response to Therapies. - Samuel Evangelista de Lima Oliveira; Luiz Henrique de Campos Merschmann; Leoneide Erica Maduro Bouillet (BSB, 2011)

Lazy attribute selection: Choosing attributes at classification time. - Rafael B. Pereira; Alexandre Plastino 001; Bianca Zadrozny; Luiz Henrique de Campos Merschmann; Alex Alves Freitas (Intell. Data Anal., 2011)

Improving Lazy Attribute Selection. - Rafael B. Pereira; Alexandre Plastino 001; Bianca Zadrozny; Luiz Henrique de Campos Merschmann; Alex Alves Freitas (J. Inf. Data Manag., 2011)

An Extended Local Hierarchical Classifier for Prediction of Protein and Gene Functions. - Luiz Henrique de Campos Merschmann; Alex Alves Freitas (DaWaK, 2013)

Detecting tip spam in location-based social networks. - Helen Costa; Fabrício Benevenuto; Luiz Henrique de Campos Merschmann (SAC, 2013)

Avaliação de técnicas de mineração de dados para predição de ocorrência do mexilhão dourado em rios da América Latina. - Valter Hugo Guadalupe; Luiz Henrique de Campos Merschmann (SBSI, 2014)

Influence of Sequence Length in Promoter Prediction Performance. - Sávio G. Carvalho; Renata Guerra-Sá; Luiz Henrique de Campos Merschmann (BSB, 2014)

Pollution, bad-mouthing, and local marketing: The underground of location-based social networks. - Helen Costa; Luiz Henrique de Campos Merschmann; Fabrício Barth; Fabrício Benevenuto (Inf. Sci., 2014)

Predição de Rankings de Artistas por Meio de Regressão [Prediction of Artists' Rankings by Regression]. - Felipe Lopes de Melo Faria; Álvaro R. Pereira Jr.; Luiz H. C. Merschmann (SBSI, 2015)

Information Gain Feature Selection for Multi-Label Classification. - Rafael B. Pereira; Alexandre Plastino 001; Bianca Zadrozny; Luiz H. C. Merschmann (J. Inf. Data Manag., 2015)

The impact of sequence length and number of sequences on promoter prediction performance. - Sávio G. Carvalho; Renata Guerra-Sá; Luiz Henrique de Campos Merschmann (BMC Bioinform., 2015)

HSIM: A Supervised Imputation Method for Hierarchical Classification Scenario. - Leandro Galvão 002; Luiz H. C. Merschmann (DS, 2016)

Análise de Coocorrência de Itens Executados em Programações de Rádios [Co-occurrence Analysis for Items Played in Radio Stations Programs]. - Alexandre P. Norberto; Luiz H. C. Merschmann; Amanda Sávio Nascimento; Álvaro Rodrigues Pereira Júnior (SBSI, 2016)

A Methodology to Handle Social Media Posts in Brazilian Portuguese for Text Mining Applications. - Milton Stiilpen Junior; Luiz Henrique de Campos Merschmann (WebMedia, 2016)

Data Mining Approach for Feature Based Parameter Tunning for Mixed-Integer Programming Solvers. - Matheus G. Vilas Boas; Haroldo G. Santos; Rafael de S. O. Martins; Luiz H. C. Merschmann (ICCS, 2017)

Evaluating a hierarchical approach for heartbeat classification from ECG. - Eduardo José da S. Luz; Luiz H. C. Merschmann; David Menotti; Gladston J. P. Moreira (Int. J. Bioinform. Res. Appl., 2017)

HCAIM: A Discretizer for the Hierarchical Classification Scenario Applied to Bioinformatics Datasets. - Valter Hugo Guandaline; Luiz Henrique de Campos Merschmann (J. Inf. Data Manag., 2017)

Editorial. - Caetano Traina Júnior; Robson L. F. Cordeiro; Luiz Henrique de Campos Merschmann (J. Inf. Data Manag., 2017)

Categorizing feature selection methods for multi-label classification. - Rafael B. Pereira; Alexandre Plastino 001; Bianca Zadrozny; Luiz H. C. Merschmann (Artif. Intell. Rev., 2018)

Optimal Decision Trees for Feature Based Parameter Tuning: Integer Programming Model and VNS Heuristic. - Matheus G. Vilas Boas; Haroldo Gambini Santos; Luiz Henrique de Campos Merschmann (Electron. Notes Discret. Math., 2018)

A VNS algorithm for feature selection in hierarchical classification context. - Helen Costa; Leandro Galvão 002; Luiz H. C. Merschmann; Marcone J. F. Souza (Electron. Notes Discret. Math., 2018)

Correlation analysis of performance measures for multi-label classification. - Rafael B. Pereira; Alexandre Plastino 001; Bianca Zadrozny; Luiz H. C. Merschmann (Inf. Process. Manag., 2018)

Metalearning Applied to Multi-label Text Classification. - Vânia Batista dos Santos; Luiz Henrique de Campos Merschmann (SBSI, 2020)

Is Rank Aggregation Effective in Recommender Systems? An Experimental Analysis. - Samuel E. L. Oliveira; Victor Diniz; Anísio Lacerda; Luiz H. C. Merschmann; Gisele L. Pappa (ACM Trans. Intell. Syst. Technol., 2020)

Uma Abordagem Híbrida para Predição de Gênero a partir de Textos em Português. - João Pedro M. de Morais; Luiz Henrique de Campos Merschmann (SBBD, 2021)

A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification. - Helen Costa; Fernando E. B. Otero; Luiz H. C. Merschmann; Marcone J. F. Souza (IEEE Access, 2021)

A lazy feature selection method for multi-label classification. - Rafael B. Pereira; Alexandre Plastino 001; Bianca Zadrozny; Luiz H. C. Merschmann (Intell. Data Anal., 2021)

Optimal decision trees for the algorithm selection problem: integer programming based approaches. - Matheus Guedes Vilas Boas; Haroldo Gambini Santos; Luiz Henrique de Campos Merschmann; Greet Vanden Berghe (Int. Trans. Oper. Res., 2021)

Joint evaluation of preprocessing tasks with classifiers for sentiment analysis in Brazilian Portuguese language. - Douglas Nunes de Oliveira; Luiz Henrique de Campos Merschmann (Multim. Tools Appl., 2021)

A Cascade Approach for Gender Prediction from Texts in Portuguese Language. - João Pedro Moreira de Morais; Luiz Henrique de Campos Merschmann (WebMedia, 2022)

An Auto-ML Approach Applied to Text Classification. - Douglas Nunes de Oliveira; Luiz Henrique de Campos Merschmann (WebMedia, 2022)

Evaluating a New Auto-ML Approach for Sentiment Analysis and Intent Recognition Tasks. - Douglas Nunes de Oliveira; Milo Noronha Rocha Utsch; Diogo Villela Pedro de Almeida Machado; Nina Goulart Pena; Ramon Gomes Durães de Oliveira; Arthur Iperoyg Rodrigues Carvalho; Luiz Henrique de Campos Merschmann (J. Interact. Syst., 2023)