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2020 – today
- 2024
[c35]Javier Del Ser, Aitor Martínez-Seras, Miren Nekane Bilbao, Jesus L. Lobo, Ibai Laña, Francisco Herrera:
Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-objective Model Compression. IJCNN 2024: 1-8- [i5]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 abs/2407.05379 (2024) - 2023
- [c34]Javier Del Ser, Alain Andres
, Miren Nekane Bilbao, Ibai Laña, Jesus L. Lobo:
Evolutionary Multi-Objective Quantization of Randomization-Based Neural Networks. SSCI 2023: 1346-1351 - 2022
- [j17]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): 10257-10277 (2022) - [c33]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: 1-7 - 2021
- [c32]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: 1-7 - [i4]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 abs/2102.08634 (2021) - 2020
- [j16]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: 106010 (2020) - [c31]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: 1-6 - [i3]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 abs/2004.08170 (2020)
2010 – 2019
- 2019
- [c30]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: 755-761 - [c29]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: 599-615 - [c28]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: 367-380 - [c27]Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Eleni I. Vlahogianni:
Road Traffic Forecasting using Stacking Ensembles of Echo State Networks. ITSC 2019: 2591-2597 - 2018
- [j15]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: 693-709 (2018) - [j14]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: 277-290 (2018) - [j13]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) - [j12]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: 792-805 (2018) - [j11]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: 18-27 (2018) - [j10]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: 1-19 (2018) - [c26]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: 75-87 - [c25]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: 197-210 - [c24]Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao:
Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics. EvoApplications 2018: 21-32 - [c23]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: 11-25 - [c22]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: 82-94 - [c21]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: 181-191 - [c20]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: 329-343 - [c19]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: 865-870 - [e1]Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Javier J. Sánchez Medina, Massimo Vecchio, Xin-She Yang:
Intelligent Distributed Computing XII, 12th International Symposium on Intelligent Distributed Computing, IDC 2018, Bilbao, Spain, 15-17 October 2018. Studies in Computational Intelligence 798, Springer 2018, ISBN 978-3-319-99625-7 [contents] - 2017
- [j9]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: 760-770 (2017) - [j8]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): 109-118 (2017) - [j7]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): 4939-4952 (2017) - [c18]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: 480-487 - [c17]Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao:
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications. EuCNC 2017: 1-6 - [c16]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: 67-77 - [c15]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: 157-167 - [c14]Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser:
Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics. ICHSA 2017: 168-178 - [c13]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: 175-184 - [i2]Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao:
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications. CoRR abs/1704.07553 (2017) - 2016
- [j6]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): 1385-1395 (2016) - [j5]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: 175-184 (2016) - [j4]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: 388-402 (2016) - [c12]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: 2233-2239 - [c11]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: 3139-3145 - [c10]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: 235-250 - [c9]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: 3-17 - [c8]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: 195-204 - [c7]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: 237-246 - [i1]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 abs/1605.05522 (2016) - 2015
- [j3]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): 270-284 (2015) - [c6]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: 121-131 - [c5]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: 133-145 - [c4]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: 1-8 - 2014
- [c3]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: 93-103 - [c2]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: 251-258 - 2013
- [j2]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): 1818-1831 (2013) - 2011
- [j1]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): 748-756 (2011) - [c1]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: 1-5
Coauthor Index
[c35] [i5] [c34] [j17] [c33] [c32] [i4] [j16] [c31] [i3] [c30] [c29] [c28] [c27] [j15] [j14] [j13] [j12] [j11] [j10] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [e1] [j9] [j8] [j7] [c18] [c17] [c16] [c15] [c14] [c13] [i2] [j6] [j5] [j4] [c12] [c11] [c10] [c9] [c8] [c7] [i1] [j3] [c6] [c5] [c4] [c3] [c2] [j2] [j1] [c1]
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last updated on 2024-10-07 22:18 CEST by the dblp team
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