127 citations · 176 across the 16 of their papers we have counts for
3 papers · 1 filter
Neural Improvement Heuristics for Graph Combinatorial Optimization Problems
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
Recent advances in graph neural network architectures and increased computation power have revolutionized the field of combinatorial optimization (CO). Among the proposed models fo…
Neural Combinatorial Optimization: a New Player in the Field
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
Neural Combinatorial Optimization attempts to learn good heuristics for solving a set of problems using Neural Network models and Reinforcement Learning. Recently, its good perform…
Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine Learning
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu +1
As in other cybersecurity areas, machine learning (ML) techniques have emerged as a promising solution to detect Android malware. In this sense, many proposals employing a variety…