Miren Nekane Bilbao

63 papers B 9C 2Misc 8Journal 24Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AiGAS-dEVL: An adaptive incremental neural gas model for drifting data streams under extreme verification latency. Inf. Sci. Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
2025	B	`conf`	AiGAS-dEVL-RC: An Adaptive Growing Neural Gas Model for Recurrently Drifting Unsupervised Data Streams. IJCNN Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
2025	J	`jnl`	AiGAS-dEVL-RC: An Adaptive Growing Neural Gas Model for Recurrently Drifting Unsupervised Data Streams. CoRR Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
2025	—	`conf`	Benchmarking Machine Learning Models for QoE Estimation in Video Streaming: Accuracy, Efficiency, Confidence and Explainability. NETGCOOP Miren Nekane Bilbao, Mikel Getino-Petit, Javier Del Ser
2024	J	`jnl`	AiGAS-dEVL: An Adaptive Incremental Neural Gas Model for Drifting Data Streams under Extreme Verification Latency. CoRR Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
2024	B	`conf`	Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-objective Model Compression. IJCNN Javier Del Ser, Aitor Martínez-Seras, Miren Nekane Bilbao, Jesus L. Lobo, Ibai Laña, Francisco Herrera
2024	—	`conf`	On the Connection Between Neural Activations and Uncertainty in Object Detection Transformers Using Topological Data Analysis. ITSC Javier Del Ser, Aitor Martínez-Seras, Ibai Laña, Miren Nekane Bilbao, Panagiotis Fafoutellis, Eleni I. Vlahogianni
2023	—	`conf`	Evolutionary Multi-Objective Quantization of Randomization-Based Neural Networks. SSCI Javier Del Ser, Alain Andres, Miren Nekane Bilbao, Ibai Laña, Jesus L. Lobo
2022	B	`conf`	Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks. IJCNN Javier Del Ser, Miren Nekane Bilbao, Ibai Laña, Khan Muhammad, David Camacho
2022	J	`jnl`	On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification. Neural Comput. Appl. Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser
2021	—	`conf`	More is not Always Better: Insights from a Massive Comparison of Meta-heuristic Algorithms over Real-Parameter Optimization Problems. SSCI Javier Del Ser, Eneko Osaba, Aritz D. Martinez, Miren Nekane Bilbao, Javier Poyatos, Daniel Molina, Francisco Herrera
2021	J	`jnl`	On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification. CoRR Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser
2020	J	`jnl`	Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics. Appl. Soft Comput. Eneko Osaba, Javier Del Ser, David Camacho, Miren Nekane Bilbao, Xin-She Yang
2020	—	`conf`	Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. ITSC Javier Del Ser, Ibai Laña, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
2020	J	`jnl`	Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. CoRR Javier Del Ser, Ibai Lana, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
2019	—	`conf`	Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics. ICCS (3) Eneko Osaba, Miren Nekane Bilbao, Andrés Iglesias, Javier Del Ser, Akemi Gálvez, Iztok Fister Jr., Iztok Fister
2019	B	`conf`	Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms. CEC Ismael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Gálvez, Andrés Iglesias
2019	—	`conf`	Road Traffic Forecasting using Stacking Ensembles of Echo State Networks. ITSC Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Eleni I. Vlahogianni
2019	B	`conf`	Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics. EvoApplications Maria Carrillo, Javier Sánchez Cubillo, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser
2018	—	`conf`	A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics. BIOMA Maria Carrillo, Ian Gallardo, Javier Del Ser, Eneko Osaba, Javier Sánchez Cubillo, Miren Nekane Bilbao, Akemi Gálvez, Andrés Iglesias
2018	J	`jnl`	A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem. Appl. Soft Comput. Eneko Osaba, Javier Del Ser, Ali Sadollah, Miren Nekane Bilbao, David Camacho
2018	J	`jnl`	A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications. Expert Syst. J. Knowl. Eng. Maria Arostegi, Ana I. Torre-Bastida, Miren Nekane Bilbao, Javier Del Ser
2018	Misc	`conf`	Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency. IDC Maria Arostegi, Ana I. Torre-Bastida, Jesus L. Lobo, Miren Nekane Bilbao, Javier Del Ser
2018	J	`jnl`	Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics. Neurocomputing Miren Nekane Bilbao, Javier Del Ser, Cristina Perfecto, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2018	J	`jnl`	DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments. Appl. Soft Comput. Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
2018	Misc	`conf`	Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks. IDC Jesus L. Lobo, Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Nikola K. Kasabov
2018	J	`jnl`	Evolving Spiking Neural Networks for online learning over drifting data streams. Neural Networks Jesus L. Lobo, Ibai Laña, Javier Del Ser, Miren Nekane Bilbao, Nikola K. Kasabov
2018	Misc	`ed.`	Intelligent Distributed Computing XII, 12th International Symposium on Intelligent Distributed Computing, IDC 2018, Bilbao, Spain, 15-17 October 2018 IDC Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Javier J. Sánchez Medina, Massimo Vecchio, Xin-She Yang
2018	J	`jnl`	Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments. Future Gener. Comput. Syst. Aritz Pérez Martínez, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser
2018	—	`conf`	Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs. ITSC Eneko Osaba, Javier Del Ser, Antonio J. Nebro, Ibai Lana, Miren Nekane Bilbao, Javier J. Sánchez Medina
2018	—	`conf`	Multi-objective Design of Time-Constrained Bike Routes Using Bio-inspired Meta-heuristics. BIOMA Eneko Osaba, Javier Del Ser, Miren Nekane Bilbao, Pedro López-García, Antonio J. Nebro
2018	Misc	`conf`	On the Design and Tuning of Machine Learning Models for Language Toxicity Classification in Online Platforms. IDC Maciej Rybinski, William Miller, Javier Del Ser, Miren Nekane Bilbao, José Francisco Aldana-Montes
2018	Misc	`conf`	Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment. IDC Eneko Osaba, Javier Del Ser, Andrés Iglesias, Miren Nekane Bilbao, Iztok Fister Jr., Iztok Fister, Akemi Gálvez
2018	B	`conf`	Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics. EvoApplications Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao
2017	J	`jnl`	A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks. Int. J. Bio Inspired Comput. Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2017	J	`jnl`	A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems. Soft Comput. Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
2017	—	`conf`	An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics. ICHSA Jone Consul, Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser
2017	J	`jnl`	Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications. CoRR Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
2017	—	`conf`	Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications. EuCNC Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
2017	—	`conf`	Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics. ICHSA Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser
2017	J	`jnl`	Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems. Appl. Soft Comput. Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz
2017	B	`conf`	Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria. CEC Javier Del Ser, Ana I. Torre-Bastida, Ibai Lana, Miren Nekane Bilbao, Cristina Perfecto
2017	—	`conf`	On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics. ICHSA Jesus L. Lobo, Javier Del Ser, Esther Villar-Rodriguez, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2017	Misc	`conf`	Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines. IDC Maria Carrillo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, David Camacho
2016	Misc	`conf`	A Probabilistic Sample Matchmaking Strategy for Imbalanced Data Streams with Concept Drift. IDC Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Ibai Lana, Sancho Salcedo-Sanz
2016	J	`jnl`	A feature selection method for author identification in interactive communications based on supervised learning and language typicality. Eng. Appl. Artif. Intell. Esther Villar-Rodriguez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016	J	`jnl`	A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria. Expert Syst. Appl. Sancho Salcedo-Sanz, Pilar García-Díaz, Javier Del Ser, Miren Nekane Bilbao, José Antonio Portilla-Figueras
2016	B	`conf`	A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems. CEC Esther Villar-Rodriguez, Antonio González-Pardo, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016	J	`jnl`	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. Esther Villar-Rodriguez, Javier Del Ser, Ana I. Torre-Bastida, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016	J	`jnl`	Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach. CoRR Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis
2016	B	`conf`	Community detection in graphs based on surprise maximization using firefly heuristics. CEC Javier Del Ser, Jesus L. Lobo, Esther Villar-Rodriguez, Miren Nekane Bilbao, Cristina Perfecto
2016	C	`conf`	Intelligent SPARQL Endpoints: Optimizing Execution Performance by Automatic Query Relaxation and Queue Scheduling. ICA3PP Ana I. Torre-Bastida, Esther Villar-Rodriguez, Miren Nekane Bilbao, Javier Del Ser
2016	—	`conf`	Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics. EvoApplications (1) Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Antonio González-Pardo, Sergio Campos-Cordobes
2016	Misc	`conf`	On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints. IDC Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser, Xabier Landa
2015	—	`conf`	A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off. ICHSA Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
2015	—	`conf`	Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks. ICHSA Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro, Sancho Salcedo-Sanz
2015	J	`jnl`	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. Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Carlos Casanova-Mateo
2015	C	`conf`	On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems. INISTA Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
2014	—	`conf`	A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires. SOCO-CISIS-ICEUTE Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras
2014	—	`conf`	A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables. SOCO-CISIS-ICEUTE Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Jesús Muñoz-Bulnes, Javier Del Ser, Miren Nekane Bilbao
2013	J	`jnl`	A survey on applications of the harmony search algorithm. Eng. Appl. Artif. Intell. Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz, Zong Woo Geem
2011	J	`jnl`	Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics. Eng. Appl. Artif. Intell. Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz
2011	—	`conf`	Resource allocation in rate-limited OFDMA Systems: A hybrid heuristic approach. WSA Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz