Research output per year
Research output per year
Personal profile
Research interests
Adaptive AI, AI and Alignment, AI Ethics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, New Perspectives and Methods for Stream Learning in the Presence of Concept Drift, Universidad del País Vasco (UPV/EHU)
Award Date: 18 Oct 2018
External positions
Affiliate Professor, Universitat Oberta de Catalunya (UOC)
30 Jun 2022 → …
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An Evolutionary Computation-Based Platform for Optimizing Infrastructure-as-Code Deployment Configurations
Osaba, E., Diaz-de-Arcaya, J., Alonso, J., Lobo, J. L., Benguria, G. & Etxaniz, I., 2024, Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023. Yang, X.-S., Sherratt, R. S., Dey, N. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 321-330 10 p. (Lecture Notes in Networks and Systems; vol. 695 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects: Definitions, related areas, recent advances, and prospects
Barcina-Blanco, M., Lobo, J. L., Garcia-Bringas, P. & Del Ser, J., 28 Sept 2024, In: Neurocomputing. 599, 128073.Research output: Contribution to journal › Short survey › peer-review
Open Access -
A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability
Martinez-Seras, A., Del Ser, J., L. Lobo, J., Garcia-Bringas, P. & Kasabov, N., Dec 2023, In: Information Fusion. 100, 101943.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks
Maciąg, P. S., Bembenik, R., Piekarzewicz, A., Del Ser, J., Lobo, J. L. & Kasabov, N. K., Dec 2023, In: Environmental Modelling and Software. 170, 105851.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus) -
Evolutionary Multi-Objective Quantization of Randomization-Based Neural Networks
Del Ser, J., Andres, A., Bilbao, M. N., Lana, I. & Lobo, J. L., 2023, 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023. Institute of Electrical and Electronics Engineers Inc., p. 1346-1351 6 p. (2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Thesis
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Concept drift en entornos no estacionarios con desbalanceo
Lopez Lobo, J. (Author), Bilbao Maron (Supervisor) & Del Ser Lorente (Supervisor), 2018Doctoral thesis: Doctoral Thesis
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