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
252018
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
162019
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
162018
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
112016
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
102020
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
62018
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
52016
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
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
32017
Identifying recommendation opportunities for computer‐supported collaborative environments
JL Lobo, OC Santos, JG Boticario, J Del Ser
Expert Systems 33 (5), 463-479, 2016
32016
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
22016
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, ...
arXiv preprint arXiv:2004.08170, 2020
12020
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis
E Osaba, AD Martinez, JL Lobo, J Del Ser, F Herrera
arXiv preprint arXiv:2003.10768, 2020
12020
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
12017
Towards semantic descriptions of collaboration indicators to support collaboration models transferability
JL Lobo, OC Santos, JG Boticario
AIED 2013 Workshops Proceedings, 77, 2013
12013
On the Transferability of Knowledge among Vehicle Routing Problems by using a Cellular Evolutionary Multitasking
E Osaba, AD Martinez, JL Lobo, I Laña, J Del Ser
arXiv preprint arXiv:2005.05066, 2020
2020
New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data
EL Manibardo, I Laña, JL Lobo, J Del Ser
arXiv preprint arXiv:2003.14304, 2020
2020
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
2020
LUNAR: Cellular Automata for Drifting Data Streams
JL Lobo, J Del Ser, F Herrera
arXiv preprint arXiv:2002.02164, 2020
2020
Stream Learning in Energy IoT Systems: A Case Study in Combined Cycle Power Plants
JL Lobo, I Ballesteros, I Oregi, J Del Ser, S Salcedo-Sanz
Energies 13 (3), 740, 2020
2020
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Articles 1–20