| 2026 | GECCO | Limited Perfect Monotonical Surrogates Constructed Using Low-Cost Recursive Linkage Discovery with Guaranteed Output. | Michal Witold Przewozniczek, Francisco Chicano, Marcin Komarnicki, Renato Tins |
| 2026 | GECCO | Obtaining Partition Crossover masks using Statistical Linkage Learning for solving noised optimization problems with hidden variable dependency structure. | Michal Przewozniczek, Bartosz Frej, Marcin Komarnicki, Michal Prusik, Renato Tins |
| 2026 | GECCO | An Approach to Estimating Variable Importance in Genetic Algorithms with Different Mutation Rates. | Renato Tins, Francisco Chicano, Michal Przewozniczek |
| 2025 | FOGA | Empirical Linkage Discovery in Bi-Objective Optimization. | Michal Witold Przewozniczek, Marcin M. Komarnicki, Renato Tins |
| 2025 | GECCO | Moving between high-quality optima using multi-satisfiability characteristics in hard-to-solve Max3Sat instances. | Jedrzej Piatek, Michal Witold Przewozniczek, Francisco Chicano, Renato Tins |
| 2025 | GECCO | On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence. | Michal Witold Przewozniczek, Francisco Chicano, Renato Tins, Jakub Nalepa, Bogdan Ruszczak, Agata Wijata |
| 2025 | ICMLA | Clustering and Explainable AI for Supporting Energy Contracting in the Brazilian Free Energy Market. | Srgio Baldo Jnior, Gabriel S. Matz, Marcos B. S. Paula, Ewerton Guarnier, Donato da Silva-Filho, Raquel L. Melo, Lucas B. Picarelli, Victor C. V. Rosa, Zhao Liang, Renato Tins |
| 2025 | IJCNN | Attention to EEG signals: a transformer-based architecture for the prognosis of patients in coma. | Joo L. M. Barbosa, Murillo G. Carneiro, Srgio Baldo Jnior, Renato Tins, Donghong Ji, Liang Zhao, Joo-Batista Destro-Filho |
| 2024 | GECCO | Overlapping Cooperative Co-Evolution for Overlapping Large-Scale Global Optimization Problems. | Marcin Michal Komarnicki, Michal Witold Przewozniczek, Renato Tins, Xiaodong Li |
| 2024 | GECCO | CANNIBAL Unveils the Hidden Gems: Hyperspectral Band Selection via Clustering of Weighted Variable Interaction Graphs. | Lukasz Tulczyjew, Michal Przewozniczek, Renato Tins, Agata M. Wijata, Jakub Nalepa |
| 2024 | PPSN | Generalizing and Unifying Gray-Box Combinatorial Optimization Operators. | Francisco Chicano, Darrell Whitley, Gabriela Ochoa, Renato Tins |
| 2023 | GECCO | First Improvement Hill Climber with Linkage Learning - on Introducing Dark Gray-Box Optimization into Statistical Linkage Learning Genetic Algorithms. | Michal Witold Przewozniczek, Renato Tins, Marcin Michal Komarnicki |
| 2023 | GECCO | Genetic Algorithm with Linkage Learning. | Renato Tins, Michal Przewozniczek, Darrell Whitley, Francisco Chicano |
| 2023 | IJCNN | Feature Selection using Complex Networks to Support Price Trend Forecast in Energy Markets. | Douglas Castilho, Moiss R. Santos, Renato Tins, Andr C. P. L. F. de Carvalho, Marcos B. S. Paula, Lucas Ladeira, Ewerton Guarnier, Donato da Silva-Filho, Danilo Y. Suiama, Antonio Carlos De Oliveira Jnior, Lucas Penido Alpio |
| 2023 | IJCNN | Classification of coma etiology using convolutional neural networks and long-short term memory networks. | Srgio Baldo Jnior, Murillo G. Carneiro, Joo-Batista Destro-Filho, Liang Zhao, Renato Tins |
| 2022 | GECCO | On turning black - into dark gray-optimization with the direct empirical linkage discovery and partition crossover. | Michal Witold Przewozniczek, Renato Tins, Bartosz Frej, Marcin M. Komarnicki |
| 2022 | GECCO | Iterated local search with perturbation based on variables interaction for pseudo-boolean optimization. | Renato Tins, Michal Witold Przewozniczek, Darrell Whitley |
| 2021 | GECCO | An efficient implementation of iterative partial transcription for the traveling salesman problem. | Anirban Mukhopadhyay, L. Darrell Whitley, Renato Tins |
| 2021 | GECCO | Partition crossover for continuous optimization: ePX. | Renato Tins, Darrell Whitley, Francisco Chicano, Gabriela Ochoa |
| 2019 | GECCO | Next generation genetic algorithms. | L. Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Andrew M. Sutton, Renato Tins |
| 2018 | CEC | A Fusion Mechanism for the Generalized Asymmetric Partition Crossover. | Renato Tins, L. Darrell Whitley |
| 2018 | CEC | Feature Learning in Feature-Sample Networks Using Multi-Objective Optimization. | Filipe Alves Neto Verri, Renato Tins, Liang Zhao |
| 2018 | GECCO | Tunneling between plateaus: improving on a state-of-the-art MAXSAT solver using partition crossover. | Wenxiang Chen, L. Darrell Whitley, Renato Tins, Francisco Chicano |
| 2018 | GECCO | Enhancing partition crossover with articulation points analysis. | Francisco Chicano, Gabriela Ochoa, L. Darrell Whitley, Renato Tins |
| 2018 | GECCO | Next generation genetic algorithms. | L. Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Andrew M. Sutton, Renato Tins |
| 2018 | PPSN | Efficient Recombination in the Lin-Kernighan-Helsgaun Traveling Salesman Heuristic. | Renato Tins, Keld Helsgaun, L. Darrell Whitley |
| 2018 | PPSN | Optimal Neuron Selection and Generalization: NK Ensemble Neural Networks. | L. Darrell Whitley, Renato Tins, Francisco Chicano |
| 2017 | GECCO | Optimizing one million variable NK landscapes by hybridizing deterministic recombination and local search. | Francisco Chicano, L. Darrell Whitley, Gabriela Ochoa, Renato Tins |
| 2017 | GECCO | Building a better heuristic for the traveling salesman problem: combining edge assembly crossover and partition crossover. | Danilo Sipoli Sanches, L. Darrell Whitley, Renato Tins |
| 2017 | GECCO | Improving an exact solver for the traveling salesman problem using partition crossover. | Danilo Sipoli Sanches, L. Darrell Whitley, Renato Tins |
| 2016 | GECCO | Efficient Hill Climber for Constrained Pseudo-Boolean Optimization Problems. | Francisco Chicano, L. Darrell Whitley, Renato Tins |
| 2016 | GECCO | A New Evaluation Function for Clustering: The NK Internal Validation Criterion. | Renato Tins, Liang Zhao, Francisco Chicano, L. Darrell Whitley |
| 2016 | PPSN | Artificially Inducing Environmental Changes in Evolutionary Dynamic Optimization. | Renato Tins, Shengxiang Yang |
| 2016 | PPSN | Tunnelling Crossover Networks for the Asymmetric TSP. | Nadarajen Veerapen, Gabriela Ochoa, Renato Tins, L. Darrell Whitley |
| 2015 | FOGA | Partition Crossover for Pseudo-Boolean Optimization. | Renato Tins, L. Darrell Whitley, Francisco Chicano |
| 2015 | GECCO | Tunnelling Crossover Networks. | Gabriela Ochoa, Francisco Chicano, Renato Tins, L. Darrell Whitley |
| 2014 | GECCO | Use of explicit memory in the dynamic traveling salesman problem. | Renato Tins, L. Darrell Whitley, Adele E. Howe |
| 2014 | GECCO | Generalized asymmetric partition crossover (GAPX) for the asymmetric TSP. | Renato Tins, L. Darrell Whitley, Gabriela Ochoa |
| 2012 | GECCO | Analysing fitness landscape changes in evolutionary robots. | Renato Tins |
| 2012 | IDEAL | A Model Based on Genetic Algorithm for Investigation of the Behavior of Rats in the Elevated Plus-Maze. | Ariadne A. Costa, Antnio Carlos Roque-da-Silva, Silvio Morato, Renato Tins |
| 2010 | PPSN | An Analysis of the XOR Dynamic Problem Generator Based on the Dynamical System. | Renato Tins, Shengxiang Yang |
| 2009 | GECCO | Control of the number of random imigrants in genetic algorithms for protein structure prediction. | Vinicius Tragante do, Renato Tins |
| 2008 | CEC | Evolutionary programming with q-Gaussian mutation for dynamic optimization problems. | Renato Tins, Shengxiang Yang |
| 2008 | CEC | Hyper-selection in dynamic environments. | Shengxiang Yang, Renato Tins |
| 2007 | CEC | Self-adaptation of mutation distribution in evolutionary algorithms. | Renato Tins, Shengxiang Yang |
| 2007 | CEC | Continuous dynamic problem generators for evolutionary algorithms. | Renato Tins, Shengxiang Yang |
| 2005 | CEC | Genetic algorithms with self-organized criticality for dynamic optimization problems. | Renato Tins, Shengxiang Yang |
| 2004 | CEC | A genetic algorithm with gene dependent mutation probability for non-stationary optimization problems. | Renato Tins, Andr Carlos Ponce de Leon Ferreira de Carvalho |
| 2002 | ESANN | Free-swinging and locked joint fault detection and isolation in cooperative manipulators. | Renato Tins, Marco H. Terra |
| 2002 | ICRA | Fault Tolerance in Cooperative Manipulators. | Renato Tins, Marco H. Terra, Marcel Bergerman |
| 2001 | IROS | Fault tolerant localization for teams of distributed robots. | Renato Tins, Luis E. Navarro-Serment, Christiaan J. J. Paredis |
| 1998 | SMC | Fault detection and isolation for robotic systems using a multilayer perceptron and a radial basis function network. | Marco Henrique Terra, Renato Tins |