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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Interpretable Semi-Supervised Classifier for Predicting Cancer Stages
Grau, I., Sengupta, D. & Nowe, A., Jun 2021, Machine Learning, Big Data, and IoT for Medical Informatics. Kumar, P., Kumar, Y. & Tawhid, M. (eds.). 1 ed. Elsevier, p. 1-19 19 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Interpreting a black box predictor to gain insights into early folding mechanisms
Grau, I., Nowé, A. & Vranken, W., Aug 2021, In : Computational and Structural Biotechnology Journal. 19, p. 4919-4930 12 p.Research output: Contribution to journal › Article
Open AccessFile -
Long Short-term Cognitive Networks
Nápoles, G., Grau, I., Jastrzebska, A. & Salgueiro, Y., 2021, arXiv, p. 1-10, 10 p.Research output: Working paper › Preprint
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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, Proceedings of the 11th International Conference on Pattern Recognition Systems. Institution of Engineering and Technology, p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification
Nápoles, G., Salgueiro, Y., Grau, I. & Leon Espinosa, M., 2021, arXiv, p. 1-12, 12 p.Research output: Working paper › Preprint
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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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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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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)20 Jul 2020Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Exploring Ontology Driven Edition of Decision Trees
Author: Dutta, S. & Grau, I., Jun 2020Supervisor: Nowe, A. (Promotor) & Grau Garcia, I. D. C. (Advisor)
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