Miguel Lastra Leidinger

Universidad de Granada

Publicaciones

A Green AI Methodology Based on Persistent Homology for Compressing BERT
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez

Applied Sciences

An Efficient Green AI Approach to Time Series Forecasting Based on Deep Learning
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez

Big Data and Cognitive Computing

Optimizing Convolutional Neural Network Architectures
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez

Mathematics

Optimizing dense feed-forward neural networks
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez

Neural Networks

Efficient multilayer shallow-water simulation system based on GPUs

Mathematics and Computers in Simulation

GPU Processing for Biometric Big Data Based Identi.ication. Why and what for?

Biostatistics and Biometrics Open Access Journal

SMOTE-GPU: Big Data preprocessing on commodity hardware for imbalanced classification
AUTHORS: Gutierrez, Pablo D.; Lastra, Miguel; Benitez, Jose M.; Herrera, Francisco

Progress in Artificial Intelligence

GPU-SME-kNN: Scalable and memory efficient kNN and lazy learning using GPUs
AUTHORS: Gutiérrez, P.D.; Lastra, M.; Bacardit, J.; Benítez, J.M.; Herrera, F.

Information Sciences

A high performance memetic algorithm for extremely high-dimensional problems

Information Sciences

Fast fingerprint identification using GPUs
AUTHORS: Lastra, M.; Carabaño, J.; Gutiérrez, P.D.; Benítez, J.M.; Herrera, F.

Information Sciences

A high performance fingerprint matching system for large databases based on GPU
AUTHORS: Gutierrez, P.D.; Lastra, M.; Herrera, F.; Benitez, J.M.

IEEE Transactions on Information Forensics and Security

A High Order Finite Volume Numerical Scheme for Shallow Water System: An Efficient Implementation on GPUs

Numerical Mathematics and Advanced Applications 2009

Simulation of shallow-water systems using graphics processing units

Mathematics and Computers in Simulation