Miguel León Ortiz

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Differential Evolution

Global Optimization Problems

Control Parameters

Top Venues

Int. J. Comput. Intell. Syst.

GECCO Companion

Publications

Tijana Markovic, Miguel León Ortiz, David Buffoni, Sasikumar Punnekkat
Random forest with differential privacy in federated learning framework for network attack detection and classification. Appl. Intell. 54 (17-18) (2024)
Miguel León Ortiz, Tijana Markovic, Sasikumar Punnekkat
Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data. GECCO Companion (2023)
Miguel León Ortiz, Tijana Markovic, Sasikumar Punnekkat
Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning. GECCO Companion (2022)
Martin Suero, Carsten Paul Gassen, Dimitrije Mitic, Ning Xiong, Miguel León Ortiz
A Deep Neural Network Model for Music Genre Recognition. ICNC-FSKD (2019)
Carl Ahlberg, Miguel León Ortiz, Fredrik Ekstrand, Mikael Ekström
Unbounded Sparse Census Transform Using Genetic Algorithm. WACV (2019)
Miguel León Ortiz, Ning Xiong, Daniel Molina, Francisco Herrera
A Novel Memetic Framework for Enhancing Differential Evolution Algorithms via Combination With Alopex Local Search. Int. J. Comput. Intell. Syst. 12 (2) (2019)
Javier Ramos, Miguel León Ortiz, Ning Xiong
MPADE: An Improved Adaptive Multi-Population Differential Evolution Algorithm Based on JADE. CEC (2018)
Miguel León Ortiz, Ning Xiong
Alopex-based mutation strategy in Differential Evolution. CEC (2017)
Ning Xiong, Miguel León Ortiz
Differential Evolution based on Decomposition for Solving Multi-objective Optimization Problems. ICAART (2) (2016)
Miguel León Ortiz, Yigen Zenlander, Ning Xiong, Francisco Herrera
Designing optimal harmonic filters in power systems using greedy adaptive Differential Evolution. ETFA (2016)
Miguel León Ortiz, Ning Xiong
Adapting Differential Evolution Algorithms For Continuous Optimization Via Greedy Adjustment Of Control Parameters. J. Artif. Intell. Soft Comput. Res. 6 (2) (2016)
Miguel León Ortiz, Ning Xiong
A New Differential Evolution Algorithm with Alopex-Based Local Search. ICAISC (1) (2016)
Ning Xiong, Daniel Molina, Miguel León Ortiz, Francisco Herrera
A Walk into Metaheuristics for Engineering Optimization: Principles, Methods and Recent Trends. Int. J. Comput. Intell. Syst. 8 (4) (2015)
Miguel León Ortiz, Magnus Evestedt, Ning Xiong
Adaptive Differential Evolution Supports Automatic Model Calibration in Furnace Optimized Control System. IJCCI (Selected Papers) (2015)
Miguel León Ortiz, Magnus Evestedt, Ning Xiong
Application of Adaptive Differential Evolution for Model Identification in Furnace Optimized Control System. IJCCI (ECTA) (2015)
Miguel León Ortiz, Ning Xiong
Greedy adaptation of control parameters in differential evolution for global optimization problems. CEC (2015)
Miguel León Ortiz, Ning Xiong
Eager Random Search for Differential Evolution in Continuous Optimization. EPIA (2015)
Miguel León Ortiz, Ning Xiong
Investigation of Mutation Strategies in Differential Evolution for Solving Global Optimization Problems. ICAISC (1) (2014)