A survey on applications of the harmony search algorithm D Manjarres, I Landa-Torres, S Gil-Lopez, J Del Ser, MN Bilbao, ... Engineering Applications of Artificial Intelligence 26 (8), 1818-1831, 2013 | 457 | 2013 |
Big Data for transportation and mobility: recent advances, trends and challenges AI Torre‐Bastida, J Del Ser, I Laña, M Ilardia, MN Bilbao, ... IET Intelligent Transport Systems 12 (8), 742-755, 2018 | 171 | 2018 |
A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem E Osaba, J Del Ser, A Sadollah, MN Bilbao, D Camacho Applied Soft Computing 71, 277-290, 2018 | 124 | 2018 |
Evolving spiking neural networks for online learning over drifting data streams JL Lobo, I Laña, J Del Ser, MN Bilbao, N Kasabov Neural Networks 108, 1-19, 2018 | 95 | 2018 |
Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics E Osaba, J Del Ser, D Camacho, MN Bilbao, XS Yang Applied Soft Computing 87, 106010, 2020 | 66 | 2020 |
Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis E Villar-Rodriguez, J Del Ser, I Oregi, MN Bilbao, S Gil-Lopez Energy 137, 118-128, 2017 | 50 | 2017 |
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments JL Lobo, J Del Ser, MN Bilbao, C Perfecto, S Salcedo-Sanz Applied Soft Computing 68, 693-709, 2018 | 29 | 2018 |
Deep echo state networks for short-term traffic forecasting: Performance comparison and statistical assessment J Del Ser, I Lana, EL Manibardo, I Oregi, E Osaba, JL Lobo, MN Bilbao, ... 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 24 | 2020 |
On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification A Barredo Arrieta, S Gil-Lopez, I Laña, MN Bilbao, J Del Ser Neural Computing and Applications, 1-21, 2022 | 21 | 2022 |
Hybridizing cartesian genetic programming and harmony search for adaptive feature construction in supervised learning problems A Elola, J Del Ser, MN Bilbao, C Perfecto, E Alexandre, S Salcedo-Sanz Applied Soft Computing 52, 760-770, 2017 | 21 | 2017 |
Community detection in graphs based on surprise maximization using firefly heuristics J Del Ser, JL Lobo, E Villar-Rodriguez, MN Bilbao, C Perfecto 2016 IEEE congress on evolutionary computation (CEC), 2233-2239, 2016 | 21 | 2016 |
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications C Perfecto, J Del Ser, M Bennis, MN Bilbao 2017 European Conference on Networks and Communications (EuCNC), 1-6, 2017 | 19 | 2017 |
Multi-objective optimization of bike routes for last-mile package delivery with drop-offs E Osaba, J Del Ser, AJ Nebro, I Laña, MN Bilbao, JJ Sanchez-Medina 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 17 | 2018 |
A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines E Villar‐Rodríguez, J Del Ser, AI Torre‐Bastida, MN Bilbao, ... Concurrency and Computation: Practice and Experience 28 (4), 1385-1395, 2016 | 17 | 2016 |
A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications M Arostegi, A Torre‐Bastida, MN Bilbao, J Del Ser Expert Systems 35 (5), e12259, 2018 | 16 | 2018 |
On the application of multi-objective harmony search heuristics to the predictive deployment of firefighting aircrafts: a realistic case study MN Bilbao, JD Ser, S Salcedo-Sanz, C Casanova-Mateo International Journal of Bio-Inspired Computation 7 (5), 270-284, 2015 | 16 | 2015 |
Drift detection over non-stationary data streams using evolving spiking neural networks JL Lobo, J Del Ser, I Laña, MN Bilbao, N Kasabov Intelligent Distributed Computing XII, 82-94, 2018 | 15 | 2018 |
A bio-inspired approach for collaborative exploration with mobile battery recharging in swarm robotics M Carrillo, I Gallardo, J Del Ser, E Osaba, J Sanchez-Cubillo, MN Bilbao, ... Bioinspired Optimization Methods and Their Applications: 8th International …, 2018 | 15 | 2018 |
A feature selection method for author identification in interactive communications based on supervised learning and language typicality E Villar-Rodriguez, J Del Ser, MN Bilbao, S Salcedo-Sanz Engineering Applications of Artificial Intelligence 56, 175-184, 2016 | 15 | 2016 |
Beamwidth optimization in millimeter wave small cell networks with relay nodes: A swarm intelligence approach C Perfecto, J Del Ser, MI Ashraf, MN Bilbao, M Bennis European Wireless 2016; 22th European Wireless Conference, 1-6, 2016 | 15 | 2016 |