Miren Nekane Bilbao
Orcid: 0000-0002-0519-8728
According to our database1,
Miren Nekane Bilbao
authored at least 52 papers
between 2011 and 2023.
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Bibliography
2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
2022
On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification.
Neural Comput. Appl., 2022
Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
More is not Always Better: Insights from a Massive Comparison of Meta-heuristic Algorithms over Real-Parameter Optimization Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
2020
Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics.
Appl. Soft Comput., 2020
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the Computational Science - ICCS 2019, 2019
Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics.
Proceedings of the Applications of Evolutionary Computation, 2019
Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Neural Networks, 2018
Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics.
Neurocomputing, 2018
Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments.
Future Gener. Comput. Syst., 2018
A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications.
Expert Syst. J. Knowl. Eng., 2018
A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem.
Appl. Soft Comput., 2018
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments.
Appl. Soft Comput., 2018
Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
On the Design and Tuning of Machine Learning Models for Language Toxicity Classification in Online Platforms.
Proceedings of the Intelligent Distributed Computing XII, 2018
Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment.
Proceedings of the Intelligent Distributed Computing XII, 2018
Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks.
Proceedings of the Intelligent Distributed Computing XII, 2018
Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency.
Proceedings of the Intelligent Distributed Computing XII, 2018
Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics.
Proceedings of the Applications of Evolutionary Computation, 2018
Multi-objective Design of Time-Constrained Bike Routes Using Bio-inspired Meta-heuristics.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018
A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018
2017
A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems.
Soft Comput., 2017
A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks.
Int. J. Bio Inspired Comput., 2017
Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems.
Appl. Soft Comput., 2017
Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines.
Proceedings of the Intelligent Distributed Computing XI - Proceedings of the 11th International Symposium on Intelligent Distributed Computing, 2017
On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics.
Proceedings of the Harmony Search Algorithm, 2017
An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics.
Proceedings of the Harmony Search Algorithm, 2017
Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics.
Proceedings of the Harmony Search Algorithm, 2017
Proceedings of the 2017 European Conference on Networks and Communications, 2017
Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria.
Expert Syst. Appl., 2016
A feature selection method for author identification in interactive communications based on supervised learning and language typicality.
Eng. Appl. Artif. Intell., 2016
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach.
CoRR, 2016
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., 2016
A Probabilistic Sample Matchmaking Strategy for Imbalanced Data Streams with Concept Drift.
Proceedings of the Intelligent Distributed Computing X - Proceedings of the 10th International Symposium on Intelligent Distributed Computing, 2016
On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints.
Proceedings of the Intelligent Distributed Computing X - Proceedings of the 10th International Symposium on Intelligent Distributed Computing, 2016
Intelligent SPARQL Endpoints: Optimizing Execution Performance by Automatic Query Relaxation and Queue Scheduling.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016
Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Community detection in graphs based on surprise maximization using firefly heuristics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
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., 2015
On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off.
Proceedings of the Harmony Search Algorithm, 2015
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks.
Proceedings of the Harmony Search Algorithm, 2015
2014
A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
2013
Eng. Appl. Artif. Intell., 2013
2011
Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics.
Eng. Appl. Artif. Intell., 2011
Proceedings of the 2011 International ITG Workshop on Smart Antennas, 2011