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ORCIDLuiz H. C. Merschmann
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- affiliation: Federal University of Lavras, Brazil
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Journal Articles
- 2023
[j20]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:
Evaluating a New Auto-ML Approach for Sentiment Analysis and Intent Recognition Tasks. J. Interact. Syst. 14(1): 92-105 (2023)- 2021
- [j19]Helen Costa, Fernando E. B. Otero, Luiz H. C. Merschmann, Marcone J. F. Souza:
A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification. IEEE Access 9: 127278-127292 (2021) - [j18]Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann:
A lazy feature selection method for multi-label classification. Intell. Data Anal. 25(1): 21-34 (2021) - [j17]Matheus Guedes Vilas Boas, Haroldo Gambini Santos, Luiz Henrique de Campos Merschmann, Greet Vanden Berghe:
Optimal decision trees for the algorithm selection problem: integer programming based approaches. Int. Trans. Oper. Res. 28(5): 2759-2781 (2021) - [j16]Douglas Nunes de Oliveira, Luiz Henrique de Campos Merschmann:
Joint evaluation of preprocessing tasks with classifiers for sentiment analysis in Brazilian Portuguese language. Multim. Tools Appl. 80(10): 15391-15412 (2021) - 2020
- [j15]Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Luiz H. C. Merschmann, Gisele L. Pappa:
Is Rank Aggregation Effective in Recommender Systems? An Experimental Analysis. ACM Trans. Intell. Syst. Technol. 11(2): 16:1-16:26 (2020) - 2018
- [j14]Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann:
Categorizing feature selection methods for multi-label classification. Artif. Intell. Rev. 49(1): 57-78 (2018) - [j13]Helen Costa, Leandro Galvão, Luiz H. C. Merschmann, Marcone J. F. Souza:
A VNS algorithm for feature selection in hierarchical classification context. Electron. Notes Discret. Math. 66: 79-86 (2018) - [j12]Matheus G. Vilas Boas, Haroldo Gambini Santos, Luiz Henrique de Campos Merschmann:
Optimal Decision Trees for Feature Based Parameter Tuning: Integer Programming Model and VNS Heuristic. Electron. Notes Discret. Math. 66: 223-230 (2018) - [j11]Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann:
Correlation analysis of performance measures for multi-label classification. Inf. Process. Manag. 54(3): 359-369 (2018) - 2017
- [j10]Eduardo José da S. Luz, Luiz H. C. Merschmann, David Menotti, Gladston J. P. Moreira:
Evaluating a hierarchical approach for heartbeat classification from ECG. Int. J. Bioinform. Res. Appl. 13(2): 146-160 (2017) - [j9]Caetano Traina Júnior, Robson L. F. Cordeiro, Luiz Henrique de Campos Merschmann:
Editorial. J. Inf. Data Manag. 8(2): 100-101 (2017) - [j8]Valter Hugo Guandaline, Luiz Henrique de Campos Merschmann:
HCAIM: A Discretizer for the Hierarchical Classification Scenario Applied to Bioinformatics Datasets. J. Inf. Data Manag. 8(2): 146-162 (2017) - 2015
- [j7]Sávio G. Carvalho, Renata Guerra-Sá, Luiz Henrique de Campos Merschmann:
The impact of sequence length and number of sequences on promoter prediction performance. BMC Bioinform. 16(S19): S5 (2015) - [j6]Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann:
Information Gain Feature Selection for Multi-Label Classification. J. Inf. Data Manag. 6(1): 48-58 (2015) - 2014
- [j5]Helen Costa, Luiz Henrique de Campos Merschmann, Fabrício Barth, Fabrício Benevenuto:
Pollution, bad-mouthing, and local marketing: The underground of location-based social networks. Inf. Sci. 279: 123-137 (2014) - 2011
- [j4]Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas:
Lazy attribute selection: Choosing attributes at classification time. Intell. Data Anal. 15(5): 715-732 (2011) - [j3]Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas:
Improving Lazy Attribute Selection. J. Inf. Data Manag. 2(3): 447-462 (2011) - 2010
- [j2]Marcone J. F. Souza, Igor Machado Coelho, Sabir Ribas, Haroldo G. Santos, Luiz Henrique de Campos Merschmann:
A hybrid heuristic algorithm for the open-pit-mining operational planning problem. Eur. J. Oper. Res. 207(2): 1041-1051 (2010) - [j1]Luiz Henrique de Campos Merschmann, Alexandre Plastino:
HiSP-GC: A Classification Method Based on Probabilistic Analysis of Patterns. J. Inf. Data Manag. 1(3): 423-438 (2010)
Conference and Workshop Papers
- 2022
- [c17]Douglas Nunes de Oliveira, Luiz Henrique de Campos Merschmann:
An Auto-ML Approach Applied to Text Classification. WebMedia 2022: 108-116 - [c16]João Pedro Moreira de Morais, Luiz Henrique de Campos Merschmann:
A Cascade Approach for Gender Prediction from Texts in Portuguese Language. WebMedia 2022: 142-149 - 2021
- [c15]João Pedro M. de Morais, Luiz Henrique de Campos Merschmann:
Uma Abordagem Híbrida para Predição de Gênero a partir de Textos em Português. SBBD 2021: 49-60 - 2020
- [c14]Vânia Batista dos Santos, Luiz Henrique de Campos Merschmann:
Metalearning Applied to Multi-label Text Classification. SBSI 2020: 36:1-36:8 - 2017
- [c13]Matheus G. Vilas Boas, Haroldo G. Santos, Rafael de S. O. Martins, Luiz H. C. Merschmann:
Data Mining Approach for Feature Based Parameter Tunning for Mixed-Integer Programming Solvers. ICCS 2017: 715-724 - 2016
- [c12]Leandro Galvão, Luiz H. C. Merschmann:
HSIM: A Supervised Imputation Method for Hierarchical Classification Scenario. DS 2016: 134-148 - [c11]Alexandre P. Norberto, Luiz H. C. Merschmann, Amanda Sávio Nascimento, Álvaro Rodrigues Pereira Júnior:
Análise de Coocorrência de Itens Executados em Programações de Rádios [Co-occurrence Analysis for Items Played in Radio Stations Programs]. SBSI 2016: 337-344 - [c10]Milton Stiilpen Junior, Luiz Henrique de Campos Merschmann:
A Methodology to Handle Social Media Posts in Brazilian Portuguese for Text Mining Applications. WebMedia 2016: 239-246 - 2015
- [c9]Felipe Lopes de Melo Faria, Álvaro R. Pereira Jr., Luiz H. C. Merschmann:
Predição de Rankings de Artistas por Meio de Regressão [Prediction of Artists' Rankings by Regression]. SBSI 2015: 95-102 - 2014
- [c8]Valter Hugo Guadalupe, Luiz Henrique de Campos Merschmann:
Avaliação de técnicas de mineração de dados para predição de ocorrência do mexilhão dourado em rios da América Latina. SBSI 2014: 663-674 - [c7]Sávio G. Carvalho, Renata Guerra-Sá, Luiz Henrique de Campos Merschmann:
Influence of Sequence Length in Promoter Prediction Performance. BSB 2014: 41-48 - 2013
- [c6]Luiz Henrique de Campos Merschmann, Alex Alves Freitas:
An Extended Local Hierarchical Classifier for Prediction of Protein and Gene Functions. DaWaK 2013: 159-171 - [c5]Helen Costa, Fabrício Benevenuto, Luiz Henrique de Campos Merschmann:
Detecting tip spam in location-based social networks. SAC 2013: 724-729 - 2011
- [c4]Samuel Evangelista de Lima Oliveira, Luiz Henrique de Campos Merschmann, Leoneide Erica Maduro Bouillet:
Identifying Significant Features in HIV Sequence to Predict Patients' Response to Therapies. BSB 2011: 18-25 - 2008
- [c3]Bruno Borsato, Alexandre Plastino, Luiz Henrique de Campos Merschmann:
K-NN: Estimating an Adequate Value for Parameter K. ICEIS (2) 2008: 459-466 - 2006
- [c2]Luiz Henrique de Campos Merschmann, Alexandre Plastino:
HiSP: A Probabilistic Data Mining Technique for Protein Classification. International Conference on Computational Science (2) 2006: 863-870 - [c1]Luiz Henrique de Campos Merschmann, Alexandre Plastino:
A Bayesian approach for protein classification. SAC 2006: 200-201
Informal and Other Publications
- 2019
- [i1]Matheus Guedes Vilas Boas, Haroldo Gambini Santos, Luiz Henrique de Campos Merschmann, Greet Vanden Berghe:
Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches. CoRR abs/1907.02211 (2019)
Coauthor Index
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