Rafael Gomes Mantovani

Author

Also Known As

Lang, Michel, MANTOVANI, ROBERTO, Mantovani, Rafael G., Mantovani, Rafael Gomes, R Mantovani, R. G. Mantovani, Rafael G. Mantovani, Rafael Gomes Mantovani, Rafael Mantovani, Roberta Mantovani

Publications

Citations

H-Index

Concepts

All Affiliations

Universidade de São Paulo Universidade Tecnológica Federal do Paraná Universidade Federal de São Carlos Universidade Estadual de Londrina Eindhoven University of Technology

About

Rafael Gomes Mantovani is an author at Universidade de São Paulo specializing in engineering, machine learning, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	15	703
2	Management	6	6	356
3	Health Sciences	2	2	90
4	Business	1	1	13
5	Language Studies	1	1	50

Rafael Gomes Mantovani

Publications

909

Citations

H-Index

Page 1

	Year	Citations
Effectiveness of Random Search in SVM hyper-parameter tuning Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren, Artificial IntelligenceEngineeringMachine LearningModel TuningRandom Search	2015	133
Machine learning hyperparameter selection for Contrast Limited Adaptive Histogram Equalization Gabriel Fillipe Centini Campos, Saulo Martiello Mastelini, Gabriel Jonas Aguiar, EURASIP Journal on Image and Video Processing	2019	111
Hyper-Parameter Tuning of a Decision Tree Induction Algorithm Rafael Gomes Mantovani, Tomáš Horváth, Ricardo Cerri, Artificial IntelligenceEngineeringMachine LearningModel TuningHyperparameter Estimation	2016	98
A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Information Sciences Artificial IntelligenceHyperparameter EstimationEngineeringInformation RetrievalData Science	2019	79
To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren, Artificial IntelligenceEngineeringMachine LearningModel TuningMeta-learning	2015	72
Machine Learning Applied to Near-Infrared Spectra for Chicken Meat Classification Sylvio Barbon, Ana Paula Ayub da Costa Barbon, Rafael Gomes Mantovani, Journal of Spectroscopy EngineeringMachine LearningChicken Quality ParametersMeat QualityClassification Method	2018	54
Applying multi-label techniques in emotion identification of short texts Alex Marino Gonçalves de Almeida, Ricardo Cerri, Emerson Cabrera Paraíso, Neurocomputing LinguisticsEmotion IdentificationAffective ComputingDocument ClassificationSocial Sciences	2018	50
A meta-learning approach for selecting image segmentation algorithm Gabriel Jonas Aguiar, Rafael Gomes Mantovani, Saulo Martiello Mastelini, Pattern Recognition Letters Machine VisionMachine LearningImage AnalysisMeta-learningPattern Recognition	2019	46
Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms Rafael Gomes Mantovani, Tomáš Horváth, André Luis Debiaso Rossi, Data Mining and Knowledge Discovery Artificial IntelligenceEngineeringMachine LearningHyperparameter EstimationInformation Retrieval	2024	45
Storage time prediction of pork by Computational Intelligence Ana Paula Ayub da Costa Barbon, Sylvio Barbon, Rafael Gomes Mantovani, Computers and Electronics in Agriculture Meat PackagingEngineeringMachine LearningPredictive AnalyticsStorage Time Prediction	2016	36

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