Research output per year
Research output per year
Personal profile
Education/Academic qualification
Computer Science, PhD, Vrije Universiteit Brussel
Aug 2015 → Oct 2020
Award Date: 9 Oct 2020
Computer Science, MSc, University "Marta Abreu" of Las Villas
Sep 2011 → Sep 2014
Award Date: 18 Sep 2014
Computer Science, BSc, University "Marta Abreu" of Las Villas
Sep 2006 → Jul 2011
Award Date: 15 Jul 2011
External positions
Assistant Professor, Eindhoven University of Technology
Sep 2021 → …Teaching Assistant, University "Marta Abreu" of Las Villas
Sep 2011 → Sep 2017Fingerprint
Dive into the research topics where Isel Del Carmen Grau Garcia is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Challenges in describing the conformation and dynamics of proteins with ambiguous behavior
Roca Martinez, J., Lazar, T., Gavalda Garcia, J., Bickel, D., Pancsa, R., Dixit, B., Tzavella, K., Ramasamy, P., Sanchez Fornaris, M., Grau, I. & Vranken, W., 3 Aug 2022, In: Frontiers in Molecular Biosciences. 9, 17 p., 959956.Research output: Contribution to journal › Article › peer-review
Open AccessFile32 Downloads (Pure) -
Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models
Concepcion, L., Napoles, G., Grau, I. & Pedrycz, W., May 2022, In: IEEE Transactions on Cybernetics. 52, 5, p. 2994-3005 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)60 Downloads (Pure) -
Long short-term cognitive networks
Nápoles, G., Grau, I., Jastrzebska, A. & Salgueiro, Y., Oct 2022, In: Neural Computing & Applications. 34, 19, p. 16959-16971 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Modeling implicit bias with fuzzy cognitive maps
Nápoles, G., Grau, I., Concepción, L., Koumeri, L. K. & Papa, J. P., 7 Apr 2022, In: Neurocomputing. 481, p. 33-45 13 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification
Napoles, G., Salgueiro, Y., Grau, I. & Espinosa, M. L., 27 Apr 2022, In: IEEE Transactions on Cybernetics. p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
Activities
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Interpretable Machine Learning. Grey-box models as an alternative.
Isel Del Carmen Grau Garcia (Invited speaker)
3 Sep 2020Activity: Talk or presentation › Talk at an external academic organisation
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An interpretable semi-supervised classifiers with bioinformatics applications
Isel Del Carmen Grau Garcia (Speaker)
13 Feb 2020Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Self-labeling Grey-Box Model: An Interpretable Semi-Supervised Classifier (Event)
Isel Del Carmen Grau Garcia (Presenter), Ann Nowe (Supervisor) & Beat Signer (Chair)
2020Activity: Membership › Member of PhD committee
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An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling
Isel Del Carmen Grau Garcia (Speaker)
Nov 2020Activity: Talk or presentation › Talk or presentation at a conference
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An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling
Isel Del Carmen Grau Garcia (Speaker)
20 Jul 2020Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Self-labeling Grey-Box Model: An Interpretable Semi-Supervised Classifier
Author: Grau, I., 9 Oct 2020Supervisor: Nowe, A. (Promotor), García Lorenzo, M. M. (External person) (Co-promotor), Signer, B. (Jury), Vranken, W. (Jury), Lenaerts, T. (Jury), Van Dooren, S. (Jury), Vanhoof, K. (External person) (Jury) & Cornelis, C. (External person) (Jury)
Student thesis: Doctoral Thesis