Jesus L. Lobo
Jesus L. Lobo
Researcher at Tecnalia Research & Innovation
Verified email at tecnalia.com - Homepage
Title
Cited by
Cited by
Year
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
402018
Adaptive long-term traffic state estimation with evolving spiking neural networks
I Laña, JL Lobo, E Capecci, J Del Ser, N Kasabov
Transportation Research Part C: Emerging Technologies 101, 126-144, 2019
252019
Spiking neural networks and online learning: An overview and perspectives
JL Lobo, J Del Ser, A Bifet, N Kasabov
Neural Networks 121, 88-100, 2020
242020
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
192018
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
122016
Cognitive Workload Classification using Eye-tracking and EEG Data
ZM Jesus L. Lobo, Javier Del Ser, Flavia De Simone, Roberta Presta, Simona ...
Proceedings of the International Conference on Human-Computer Interaction in …, 2016
82016
Multifactorial cellular genetic algorithm (mfcga): Algorithmic design, performance comparison and genetic transferability analysis
E Osaba, AD Martinez, JL Lobo, J Del Ser, F Herrera
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
72020
Drift detection over non-stationary data streams using evolving spiking neural networks
JL Lobo, J Del Ser, I Laña, MN Bilbao, N Kasabov
International symposium on intelligent and distributed computing, 82-94, 2018
72018
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
52020
On the creation of diverse ensembles for nonstationary environments using bio-inspired heuristics
JL Lobo, J Del Ser, E Villar-Rodriguez, MN Bilbao, S Salcedo-Sanz
International Conference on Harmony Search Algorithm, 67-77, 2017
52017
Identifying recommendation opportunities for computer‐supported collaborative environments
JL Lobo, OC Santos, JG Boticario, J Del Ser
Expert Systems 33 (5), 463-479, 2016
52016
New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data
EL Manibardo, I Laña, JL Lobo, J Del Ser
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
32020
Unsupervised anomaly detection in stream data with online evolving spiking neural networks
PS Maciąg, M Kryszkiewicz, R Bembenik, JL Lobo, J Del Ser
arXiv preprint arXiv:1912.08785, 2019
32019
Road traffic forecasting using neucube and dynamic evolving spiking neural networks
I Laña, E Capecci, J Del Ser, JL Lobo, N Kasabov
International Symposium on Intelligent and Distributed Computing, 192-203, 2018
32018
A probabilistic sample matchmaking strategy for imbalanced data streams with concept drift
JL Lobo, J Del Ser, MN Bilbao, I Lana, S Salcedo-Sanz
International Symposium on Intelligent and Distributed Computing, 237-246, 2016
32016
Multi-objective heuristics applied to robot task planning for inspection plants
I Landa-Torres, JL Lobo, I Murua, D Manjarres, J Del Ser
2017 IEEE Congress on Evolutionary Computation (CEC), 1621-1628, 2017
22017
LUNAR: Cellular automata for drifting data streams
FH Jesus L. Lobo, Javier Del Ser
Information Sciences 543, 467-487, 2021
1*2021
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking
E Osaba, J Del Ser, AD Martinez, JL Lobo, F Herrera
arXiv preprint arXiv:2010.03917, 2020
12020
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking
E Osaba, AD Martinez, JL Lobo, I Laña, J Del Ser
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
12020
Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning
JL Lobo, I Oregi, A Bifet, J Del Ser
Neural Networks 123, 118-133, 2020
12020
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Articles 1–20