3 papers
cs.NE2026
Evolutionary Extreme Learning Machine of ab-initio Energy Landscapes for Crystal Structure Prediction using Manta Ray Optimization with Levy Flight
Adrian Rubio-Solis
The Manta Ray Foraging Optimization algorithm (MRFO) has proven to be a powerful heuristic strategy in the optimal solution of a large number of engineering problems. In this paper…
cs.CV2025
A Hybrid Multilayer Extreme Learning Machine for Image Classification with an Application to Quadcopters
Rolando A. Hernandez-Hernandez, Adrian Rubio-Solis
Multilayer Extreme Learning Machine (ML-ELM) and its variants have proven to be an effective technique for the classification of different natural signals such as audio, video, aco…
cs.RO2025
On-board Sonar Data Classification for Path Following in Underwater Vehicles using Fast Interval Type-2 Fuzzy Extreme Learning Machine
Adrian Rubio-Solis, Luciano Nava-Balanzar, Tomas Salgado-Jimenez
In autonomous underwater missions, the successful completion of predefined paths mainly depends on the ability of underwater vehicles to recognise their surroundings. In this study…