Miren Nekane Bilbao

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 47

Top Topics

Ant Colony Optimization

Traveling Salesman

Echo State Networks

Top Venues

Publications

Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
AiGAS-dEVL: An Adaptive Incremental Neural Gas Model for Drifting Data Streams under Extreme Verification Latency. CoRR (2024)
Javier Del Ser, Alain Andres, Miren Nekane Bilbao, Ibai Laña, Jesus L. Lobo
Evolutionary Multi-Objective Quantization of Randomization-Based Neural Networks. SSCI (2023)
Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser
On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification. Neural Comput. Appl. 34 (13) (2022)
Javier Del Ser, Miren Nekane Bilbao, Ibai Laña, Khan Muhammad, David Camacho
Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks. IJCNN (2022)
Javier Del Ser, Eneko Osaba, Aritz D. Martinez, Miren Nekane Bilbao, Javier Poyatos, Daniel Molina, Francisco Herrera
More is not Always Better: Insights from a Massive Comparison of Meta-heuristic Algorithms over Real-Parameter Optimization Problems. SSCI (2021)
Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser
On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification. CoRR (2021)
Javier Del Ser, Ibai Laña, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. ITSC (2020)
Javier Del Ser, Ibai Lana, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. CoRR (2020)
Eneko Osaba, Javier Del Ser, David Camacho, Miren Nekane Bilbao, Xin-She Yang
Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics. Appl. Soft Comput. 87 (2020)
Ismael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Gálvez, Andrés Iglesias
Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms. CEC (2019)
Eneko Osaba, Miren Nekane Bilbao, Andrés Iglesias, Javier Del Ser, Akemi Gálvez, Iztok Fister Jr., Iztok Fister
Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics. ICCS (3) (2019)
Maria Carrillo, Javier Sánchez Cubillo, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser
Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics. EvoApplications (2019)
Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Eleni I. Vlahogianni
Road Traffic Forecasting using Stacking Ensembles of Echo State Networks. ITSC (2019)
Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao
Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics. EvoApplications (2018)
Eneko Osaba, Javier Del Ser, Antonio J. Nebro, Ibai Lana, Miren Nekane Bilbao, Javier J. Sánchez Medina
Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs. ITSC (2018)
Maria Carrillo, Ian Gallardo, Javier Del Ser, Eneko Osaba, Javier Sánchez Cubillo, Miren Nekane Bilbao, Akemi Gálvez, Andrés Iglesias
A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics. BIOMA (2018)
Maria Arostegi, Ana I. Torre-Bastida, Jesus L. Lobo, Miren Nekane Bilbao, Javier Del Ser
Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency. IDC (2018)
Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments. Appl. Soft Comput. 68 (2018)
Jesus L. Lobo, Ibai Laña, Javier Del Ser, Miren Nekane Bilbao, Nikola K. Kasabov
Evolving Spiking Neural Networks for online learning over drifting data streams. Neural Networks 108 (2018)
Eneko Osaba, Javier Del Ser, Miren Nekane Bilbao, Pedro López-García, Antonio J. Nebro
Multi-objective Design of Time-Constrained Bike Routes Using Bio-inspired Meta-heuristics. BIOMA (2018)
Miren Nekane Bilbao, Javier Del Ser, Cristina Perfecto, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics. Neurocomputing 271 (2018)
Eneko Osaba, Javier Del Ser, Ali Sadollah, Miren Nekane Bilbao, David Camacho
A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem. Appl. Soft Comput. 71 (2018)
Maria Arostegi, Ana I. Torre-Bastida, Miren Nekane Bilbao, Javier Del Ser
A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications. Expert Syst. J. Knowl. Eng. 35 (5) (2018)
Aritz Pérez Martínez, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser
Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments. Future Gener. Comput. Syst. 88 (2018)
Eneko Osaba, Javier Del Ser, Andrés Iglesias, Miren Nekane Bilbao, Iztok Fister Jr., Iztok Fister, Akemi Gálvez
Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment. IDC (2018)
Maciej Rybinski, William Miller, Javier Del Ser, Miren Nekane Bilbao, José Francisco Aldana Montes
On the Design and Tuning of Machine Learning Models for Language Toxicity Classification in Online Platforms. IDC (2018)
Jesus L. Lobo, Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Nikola K. Kasabov
Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks. IDC (2018)
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications. CoRR (2017)
Jesus L. Lobo, Javier Del Ser, Esther Villar-Rodriguez, Miren Nekane Bilbao, Sancho Salcedo-Sanz
On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics. ICHSA (2017)
Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz
Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems. Appl. Soft Comput. 52 (2017)
Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser
Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics. ICHSA (2017)
Maria Carrillo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, David Camacho
Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines. IDC (2017)
Javier Del Ser, Ana I. Torre-Bastida, Ibai Lana, Miren Nekane Bilbao, Cristina Perfecto
Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria. CEC (2017)
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications. EuCNC (2017)
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems. Soft Comput. 21 (17) (2017)
Jone Consul, Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser
An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics. ICHSA (2017)
Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez, Miren Nekane Bilbao, Sancho Salcedo-Sanz
A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks. Int. J. Bio Inspired Comput. 10 (2) (2017)
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Antonio González-Pardo, Sergio Campos-Cordobes
Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics. EvoApplications (1) (2016)
Javier Del Ser, Jesus L. Lobo, Esther Villar-Rodriguez, Miren Nekane Bilbao, Cristina Perfecto
Community detection in graphs based on surprise maximization using firefly heuristics. CEC (2016)
Sancho Salcedo-Sanz, Pilar García-Díaz, Javier Del Ser, Miren Nekane Bilbao, José Antonio Portilla-Figueras
A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria. Expert Syst. Appl. 55 (2016)
Esther Villar-Rodriguez, Javier Del Ser, Ana I. Torre-Bastida, Miren Nekane Bilbao, Sancho Salcedo-Sanz
A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines. Concurr. Comput. Pract. Exp. 28 (4) (2016)
Ana I. Torre-Bastida, Esther Villar-Rodriguez, Miren Nekane Bilbao, Javier Del Ser
Intelligent SPARQL Endpoints: Optimizing Execution Performance by Automatic Query Relaxation and Queue Scheduling. ICA3PP (2016)
Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser, Xabier Landa
On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints. IDC (2016)
Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach. CoRR (2016)
Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Ibai Lana, Sancho Salcedo-Sanz
A Probabilistic Sample Matchmaking Strategy for Imbalanced Data Streams with Concept Drift. IDC (2016)
Esther Villar-Rodriguez, Antonio González-Pardo, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems. CEC (2016)
Esther Villar-Rodriguez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz
A feature selection method for author identification in interactive communications based on supervised learning and language typicality. Eng. Appl. Artif. Intell. 56 (2016)
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro, Sancho Salcedo-Sanz
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks. ICHSA (2015)
Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Carlos Casanova-Mateo
On the application of multi-objective harmony search heuristics to the predictive deployment of firefighting aircrafts: a realistic case study. Int. J. Bio Inspired Comput. 7 (5) (2015)
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems. INISTA (2015)
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off. ICHSA (2015)
Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras
A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires. SOCO-CISIS-ICEUTE (2014)
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Jesús Muñoz-Bulnes, Javier Del Ser, Miren Nekane Bilbao
A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables. SOCO-CISIS-ICEUTE (2014)
Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz, Zong Woo Geem
A survey on applications of the harmony search algorithm. Eng. Appl. Artif. Intell. 26 (8) (2013)
Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz
Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics. Eng. Appl. Artif. Intell. 24 (5) (2011)
Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz
Resource allocation in rate-limited OFDMA Systems: A hybrid heuristic approach. WSA (2011)