Renato A. Krohling

Design of optimal disturbance rejection PID controllers using genetic algorithms

Renato A. Krohling, J.P. Rey · IEEE Transactions on Evolutionary Computation · 2001 · 419 citations

Control Method, Pid Controller, Engineering +13

Fuzzy TOPSIS for group decision making: A case study for accidents with oil spill in the sea

Renato A. Krohling, Vinicius C. Campanharo · Expert Systems with Applications · 2010 · 359 citations

Fuzzy Multi-criteria Decision-making, Fuzzy Logic, Engineering +14

Deep learning for classification and severity estimation of coffee leaf biotic stress

José G. M. Esgario, Renato A. Krohling, José Aires Ventura · Computers and Electronics in Agriculture · 2020 · 314 citations

Convolutional Neural Network, Engineering, Machine Learning +7

Combining prospect theory and fuzzy numbers to multi-criteria decision making

Renato A. Krohling, Talles T. M. de Souza · Expert Systems with Applications · 2012 · 227 citations

Fuzzy Multi-criteria Decision-making, Fuzzy Logic, Engineering +14

An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification

André G. C. Pacheco, Renato A. Krohling · IEEE Journal of Biomedical and Health Informatics · 2021 · 223 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +21