| 2025 | IJCNN | CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis. | Humberto Giuri Calente, Renato A. Krohling |
| 2021 | IJCNN | Discovering an Aid Policy to Minimize Student Evasion Using Offline Reinforcement Learning. | Leandro M. de Lima, Renato A. Krohling |
| 2020 | CVPR | On Out-of-Distribution Detection Algorithms with Deep Neural Skin Cancer Classifiers. | Andr G. C. Pacheco, Chandramouli Shama Sastry, Thomas Trappenberg, Sageev Oore, Renato A. Krohling |
| 2020 | IJCNN | An app to detect melanoma using deep learning: An approach to handle imbalanced data based on evolutionary algorithms. | Pedro B. C. Castro, Breno Krohling, Andr G. C. Pacheco, Renato A. Krohling |
| 2020 | IJCNN | Learning dynamic weights for an ensemble of deep models applied to medical imaging classification. | Andr G. C. Pacheco, Thomas Trappenberg, Renato A. Krohling |
| 2019 | IJCNN | Skin lesion segmentation using deep learning for images acquired from smartphones. | Gabriel De Angelo, Andr G. C. Pacheco, Renato A. Krohling |
| 2019 | IJCNN | Semi-Supervised Online Elastic Extreme Learning Machine with Forgetting Parameter to deal with concept drift in data streams. | Carlos A. S. da Silva, Renato A. Krohling |
| 2018 | IJCNN | An approach to improve online sequential extreme learning machines using restricted Boltzmann machines. | Andr G. C. Pacheco, Renato A. Krohling |
| 2018 | IJCNN | Semi-Supervised Online Elastic Extreme Learning Machine for Data Classification. | Carlos A. S. da Silva, Renato A. Krohling |
| 2014 | CEC | Bare bones particle swarm with scale mixtures of Gaussians for dynamic constrained optimization. | Mauro Campos, Renato A. Krohling |
| 2013 | CEC | Hierarchical bare bones particle swarm for solving constrained optimization problems. | Mauro Campos, Renato A. Krohling |
| 2010 | CEC | Differential evolution algorithm on the GPU with C-CUDA. | Lucas de Paula Veronese, Renato A. Krohling |
| 2009 | CEC | Bare Bones Particle Swarm Optimization with Gaussian or Cauchy jumps. | Renato A. Krohling, Eduardo Mendel |
| 2009 | CEC | Swarm's flight: Accelerating the particles using C-CUDA. | Lucas de Paula Veronese, Renato A. Krohling |
| 2006 | CEC | PSO-E: Particle Swarm with Exponential Distribution. | Renato A. Krohling, Leandro dos Santos Coelho |
| 2006 | IJCNN | Nonlinear System Identification Based on B-Spline Neural Network and Modified Particle Swarm Optimization. | Leandro dos Santos Coelho, Renato A. Krohling |
| 2005 | CEC | Gaussian particle swarm with jumps. | Renato A. Krohling |
| 2004 | CEC | Co-evolutionary particle swarm optimization for min-max problems using Gaussian distribution. | Renato A. Krohling, Frank Hoffmann, Leandro dos Santos Coelho |
| 2002 | CEC | Solving numerical equations of hydraulic problems using particle swarm optimization. | Renato A. Krohling, Helder Knidel, Yuhui Shi |
| 2002 | CEC | Co-evolutionary particle swarm optimization to solve min-max problems. | Yuhui Shi, Renato A. Krohling |