Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Persoonlijk profiel
Opleiding / Academische kwalificatie
Computer Science, PhD, Vrije Universiteit Brussel
aug 2015 → okt 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
Externe posities
Assistant Professor, Eindhoven University of Technology
sep 2021 → …Teaching Assistant, University "Marta Abreu" of Las Villas
sep 2011 → sep 2017Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Isel Del Carmen Grau Garcia actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Netwerk
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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Encore Abstract: Interpreting a Black-Box Predictor to Gain Insights into Early Folding Mechanisms
Grau, I., Nowé, A. & Vranken, W., 2021, Proceedings of the 33rd Benelux Conference on Artificial Intelligence and the 30th Belgian-Dutch Conference on Machine Learning BNAIC/BeneLearn 2021. blz. 674-676 3 blz.Onderzoeksoutput: Conference paper
Open Access -
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. (redactie). 1 redactie Elsevier, blz. 1-19 19 blz.Onderzoeksoutput: Chapter
Open AccessBestand3 Downloads (Pure) -
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, blz. 4919-4930 12 blz.Onderzoeksoutput: Article
Open AccessBestand7 Downloads (Pure) -
Long Short-term Cognitive Networks
Nápoles, G., Grau, I., Jastrzebska, A. & Salgueiro, Y., 2021, arXiv, blz. 1-10, 10 blz.Onderzoeksoutput: Preprint
Bestand -
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, blz. 25-30 6 blz.Onderzoeksoutput: Conference paper
Open AccessBestand5 Downloads (Pure)
Activiteiten
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An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling
Isel Del Carmen Grau Garcia (Speaker)20 jul 2020Activiteit: 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 2020Activiteit: 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 2020Activiteit: Talk or presentation at a workshop/seminar
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Self-labeling Grey-Box Model: An Interpretable Semi-Supervised Classifier (Evenement)
Isel Del Carmen Grau Garcia (Presenter), Ann Nowe (Supervisor), Beat Signer (Chair)2020Activiteit: 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 2020Activiteit: Talk or presentation at a conference
Scriptie
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Exploring Ontology Driven Edition of Decision Trees
Auteur: Dutta, S. & Grau, I., jun 2020Begeleider: Nowe, A. (Promotor) & Grau Garcia, I. D. C. (Advisor)
Scriptie/masterproef: Master's Thesis
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Self-labeling Grey-Box Model: An Interpretable Semi-Supervised Classifier
Auteur: Grau, I., 9 okt 2020Begeleider: Nowe, A. (Promotor), García Lorenzo, M. M. (Externe persoon) (Co-promotor), Signer, B. (Jury), Vranken, W. (Jury), Lenaerts, T. (Jury), Van Dooren, S. (Jury), Vanhoof, K. (Externe persoon) (Jury) & Cornelis, C. (Externe persoon) (Jury)
Scriptie/masterproef: Doctoral Thesis