- Synergies Between Optimization and Machine Learning.- How is the objective function of the Feature Selection problem formulated?.- HOTS : A containers resource allocation hybrid method using machine.- Optimisation-based classiFication tree: A game theoretic approach to group fairness.- JaxDecompiler: RedeFining Gradient-Informed Software Design.- Adapted Q-learning for the Blocking Job Shop Scheduling Problem.- NeuroLGP-SM: A Surrogate-assisted Neuroevolution Approach using Linear Genetic Programming.- Neural Architecture Tuning: A BO-Powered NAS Tool.
- Enhancing Optimization and Learning Techniques.- A Multi-objective Clustering Algorithm Integrating Intra-clustering and Inter-clustering Measures.- A Bayesian Optimization Approach to Algorithm Parameter Tuning in Constrained Multiobjective Optimization.- Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning.- A Benchmark for Missing Data Imputation Techniques: development perspectives and performance comparative.- Approaching Single-Episode Survival Reinforcement Learning with Safety-Threshold Q-Learning.- Feature Selection Based on Membrane Clustering.- Transportation and Routing.
- Learning Insertion Patterns to Enhance Operational Eciency in Large-Scale Dial-a-Ride Systems .- A Constraint Programming Approach for the Preference Tourist Trip Design Problem.- Solving a shareable-setup time prize collection VRP applied to an electrical maintenance sector.- Applications.- Biologically-Inspired Algorithms for Adaptive Non-Player Character Behavior in Video-Games.- Optimization of Hydro Generation and Load Forecasting Based On LSTN.- Patient Visits Forecasting in the Post-Pandemic Era at Emergency Departments.- Nature-Inspired Techniques for Combinatorial Reverse Auctions in Electricity Consumption.
- Robust Models for Learning Languages.- Advancing Road Safety Metrics: Exploring Index construction.- S3EA: A Self-Supervised Stacked Ensemble Framework for Robust Anomaly Detection to Reduce False Alarms.- A Parallel Genetic Algorithm for Qubit Mapping on Noisy Intermediate-Scale Quantum Machines.