Research output per year
Research output per year
Personal profile
Education/Academic qualification
Computer Science, PhD, Vrije Universiteit Brussel
Aug 2015 → Oct 2020
Computer Science, MSc, University "Marta Abreu" of Las Villas
Sep 2011 → Sep 2014
Computer Science, BSc, University "Marta Abreu" of Las Villas
Sep 2006 → Jul 2011
External positions
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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Research output
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On the Performance of the Nonsynaptic Backpropagation for Training Long-term Cognitive Networks
Nápoles, G., Grau, I., Concepcion, L. & Salgueiro, Y., 2021, (Accepted/In press) Proceedings of the 11th International Conference on Pattern Recognition Systems. p. 1-6Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
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An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling
Grau, I., Sengupta, D., Garcia Lorenzo, M. M. & Nowe, A., 2020, Proceedings of the 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, p. 1-8Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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An interpretable semi-supervised classifier using two different strategies for amended self-labeling
Grau, I., Sengupta, D., Garcia, M. M. & Nowe, A., 26 Jan 2020, arXiv, 36 p.Research output: Working paper
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Extended Abstract: An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling.
Grau, I., Sengupta, D., Garcia Lorenzo, M. M. & Nowe, A., 2020, Proceedings of the 32th Benelux Conference on Artificial Intelligence and the 29th Belgian Dutch Conference on Machine Learning (BNAIC/BENELEARN 2020). Cao, L., Kosters, W. & Lijffijt, J. (eds.). Leiden, the Netherlands, p. 376-377Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open Access -
Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models
Concepcion, L., Napoles, G., Grau, I. & Pedrycz, W., 2020, In : IEEE Transactions on Cybernetics. 2020, 12 p.Research output: Contribution to journal › Article
Activities
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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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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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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
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Talking to your data
Isel Del Carmen Grau Garcia (Speaker), Leticia Arco Garcia (Speaker), Ann Nowe (Speaker)Jun 2019Activity: Talk or presentation › Talk at a festival/exhibition
Thesis
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Exploring Ontology Driven Edition of Decision Trees
Author: Dutta, S., Grau, I. & Nowe, A., 2020Supervisor: Nowe, A. (Promotor)
Student thesis: Master's 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