| 2024 | Enhancing Imbalanced Classification with Support Vector Machines via Evolutionary Oversampling Algorithms. | Haiwei Wang, Yongchao Chen, Chenchen Zhang, Yaqing Hou, Xiangrong Tong, Qiang Zhang |
| 2024 | FlexKalmanNet: A Modular AI-Enhanced Kalman Filter Framework Applied to Spacecraft Motion Estimation. | Moritz D. Pinheiro-Torres Vogt, Markus Huwald, Mohamed Khalil Ben Larbi, Enrico Stoll |
| 2024 | Optimizing Maritime Propeller Design with Continuous Evolutionary Algorithms. | Joe Jonas Vogel, Paulo Barbato Fogaa de Almeida, Paulo Lilles Jorge Drews Junior, Crstofer Hood Marques, Jnata Tyska Carvalho |
| 2024 | Automatic Design of LSTM Networks with Skip Connections through Evolutionary and Differentiable Architecture Search. | Ramya Anasseriyil Viswambaran, Mohammad Nekooei, Gang Chen, Bing Xue |
| 2024 | Evolutionary Design of Long Short Term Memory Networks and Ensembles through Genetic Algorithms. | Ramya Anasseriyil Viswambaran, Mohammad Nekooei, Gang Chen, Bing Xue |
| 2024 | Towards Evolution of Deep Neural Networks through Contrastive Self-Supervised Learning. | Adriano Vinhas, Joo Correia, Penousal Machado |
| 2024 | ACSLs for Large-Scale Bounded Single Depot Multiple Travelling Salesman Problem. | Shanu Verma, Millie Pant |
| 2024 | Automated Synthesis of Commutative Approximate Arithmetic Operators. | Zdenek Vascek |
| 2024 | Sequential Transfer with Multi-Objective Genetic Algorithm for Feature Selection of Small, High-Dimensional Datasets. | Parth C. Upadhyay, Guilherme N. DeSouza, John A. Lory |
| 2024 | Fitness Landscape k-Nearest Neighbors Classification Based on Fitness Values Distribution. | Vojtech Uher, Pavel Krmer |
| 2024 | Harnessing LSTMs for Enhanced Prediction of Psychotic Episodes in Schizophrenia Spectrum. | Paraskevi V. Tsakmaki, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2024 | Enhanced Soil Property Estimations from Earth Observation Data with Differential Evolution-Based Multi-Objective TSK Model. | Nikolaos L. Tsakiridis, Nikiforos Samarinas, Eleni Kalopesa, John B. Theocharis, George C. Zalidis |
| 2024 | An Effective Algorithm Based on Space Net Optimization for Multi-Objective Optimization. | Chun-Wei Tsai, Cheng-Hao Lin, Wei-Hong Wang |
| 2024 | Evolutionary Deep Reinforcement Learning via Hybridizing Estimation-of-Distribution Algorithms with Policy Gradients. | Thai Bao Tran, Ngoc Hoang Luong |
| 2024 | Outlier Interpretation Using Regularized Auto Encoders and Genetic Algorithm. | Seyed Mohamad Ali Tousi, Guilherme N. DeSouza |
| 2024 | Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms. | Pablo Torrijos, Jos A. Gmez, Jos M. Puerta |
| 2024 | Multi-Agent Reinforcement Learning with Asymmetric Representation Assisted by Multi-Objective Evolutionary Algorithms. | Ye Tian, Weixin Wang, Shangshang Yang, Panpan Zhang, Xingyi Zhang |
| 2024 | ROIL: Rule Optimization via Large Language Model for Imitation Learning. | Yossathorn Tianrungroj, Hitoshi Iba |
| 2024 | Learning Heuristics via Genetic Programming for Multi-Mode Resource-Constrained Project Scheduling. | Yuan Tian, Yi Mei, Mengjie Zhang |
| 2024 | Synchronous Parallel Heuristics for Solving the Joint Order Batching and Picker Routing Problem. | Son Tran Thai, Rui Jorge Almeida, Christof Defryn, Inneke Van Nieuwenhuyse |
| 2024 | Genetic Drift Regularization: On Preventing Actor Injection from Breaking Evolution Strategies. | Paul Templier, Emmanuel Rachelson, Antoine Cully, Dennis G. Wilson |
| 2024 | A Dual-Model Assisted Evolutionary Algorithm Based on Decomposition for Expensive Multi-Objective Optimization. | Yanyan Tan, Zhaomin Zhai, Yukun Zhang |
| 2024 | A Modified EACOP Implementation for Real-Parameter Single Objective Optimization Problems. | Andrea Tangherloni, Vasco Coelho, Francesca M. Buffa, Paolo Cazzaniga |
| 2024 | Genetic Programming with Multi-Task Feature Selection for Alzheimer's Disease Diagnosis. | Shanshan Tang, Qi Chen, Bing Xue, Min Huang, Mengjie Zhang |
| 2024 | Designing Helper Objectives in Multi-Objectivization. | Shoichiro Tanaka, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato |