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Picture for Renato A. Krohling

A Smartphone based Application for Skin Cancer Classification Using Deep Learning with Clinical Images and Lesion Information


Apr 28, 2021
Breno Krohling, Pedro B. C. Castro, Andre G. C. Pacheco, Renato A. Krohling


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Discovering an Aid Policy to Minimize Student Evasion Using Offline Reinforcement Learning


Apr 20, 2021
Leandro M. de Lima, Renato A. Krohling

* 8 pages, 6 figures, accepted for publication in 2021 International Joint Conference on Neural Networks (IJCNN 2021) 

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Recent advances in deep learning applied to skin cancer detection


Dec 06, 2019
Andre G. C. Pacheco, Renato A. Krohling

* Paper accepted in the Retrospectives Workshop @ NeurIPS 2019 

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The impact of patient clinical information on automated skin cancer detection


Sep 16, 2019
Andre G. C. Pacheco, Renato A. Krohling


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A smartphone application to detection and classification of coffee leaf miner and coffee leaf rust


Mar 19, 2019
Giuliano L. Manso, Helder Knidel, Renato A. Krohling, Jose A. Ventura


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Application of Genetic Algorithms to the Multiple Team Formation Problem


Mar 08, 2019
Jose G. M. Esgario, Iago E. da Silva, Renato A. Krohling


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Ranking of classification algorithms in terms of mean-standard deviation using A-TOPSIS


Oct 22, 2016
Andre G. C. Pacheco, Renato A. Krohling

* 16 pages, 8 figures and 11 tables 

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An approach to dealing with missing values in heterogeneous data using k-nearest neighbors


Aug 13, 2016
Davi E. N. Frossard, Igor O. Nunes, Renato A. Krohling


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