Jesus L. Lobo
Jesus L. Lobo
Researcher at Tecnalia Research & Innovation
Verified email at tecnalia.com - Homepage
TitleCited byYear
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
142018
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
132018
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
82019
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
72016
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
62016
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
42018
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
22018
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
22017
Identifying recommendation opportunities for computer‐supported collaborative environments
JL Lobo, OC Santos, JG Boticario, J Del Ser
Expert Systems 33 (5), 463-479, 2016
22016
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
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
12016
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
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, 2019
2019
Online Ranking with Concept Drifts in Streaming Data
E Irurozki, J Lobo, A Perez, J Del Ser
arXiv preprint arXiv:1910.08795, 2019
2019
Real-time Electrical Power Prediction in a Combined Cycle Power Plant
JL Lobo, I Ballesteros, I Oregi, J Del Ser
arXiv preprint arXiv:1907.11653, 2019
2019
Modelling gene interaction networks from time-series gene expression data using evolving spiking neural networks
E Capecci, JL Lobo, I Laña, JI Espinosa-Ramos, N Kasabov
Evolving Systems, 1-15, 2019
2019
Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency
M Arostegi, AI Torre-Bastida, JL Lobo, MN Bilbao, J Del Ser
International Symposium on Intelligent and Distributed Computing, 11-25, 2018
2018
New perspectives and methods for stream learning in the presence of concept drift
JL Lobo
Universidad del País Vasco-Euskal Herriko Unibertsitatea, 2018
2018
Towards a transferable and domain-independent reputation indicator to group students in the Collaborative Logical Framework approach
JL Lobo, OC Santos, JG Boticario
Personalization Approaches in Learning Environments, 24, 2014
2014
Towards semantic descriptions of collaboration indicators to support collaboration models transferability
JL Lobo, OC Santos, JG Boticario
AIED 2013 Workshops Proceedings, 77, 2013
2013
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Articles 1–20