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Fiorella Cravero

Hybridizing Feature Selection and Feature Learning Approaches in QSAR Modeling for Drug Discovery
2017 · Ignacio Ponzoni, Víctor Sebastián-Pérez, et al. · Scientific Reports · 77
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QSAR Classification Models for Predicting the Activity of Inhibitors of Beta-Secretase (BACE1) Associated with Alzheimer’s Disease
2019 · Ignacio Ponzoni, Víctor Sebastián-Pérez, et al. · Scientific Reports · 75
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Polymer informatics: Expert-in-the-loop in QSPR modeling of refractive index
2021 · Santiago A. Schustik, Fiorella Cravero, et al. · Computational Materials Science · 30
Computational modelling of mechanical properties for new polymeric materials with high molecular weight
2019 · Fiorella Cravero, M. Jimena Martínez, et al. · Chemometrics and Intelligent Laboratory Systems · 16
Polymer informatics for QSPR prediction of tensile mechanical properties. Case study: Strength at break
2022 · Fiorella Cravero, Mónica F. Díaz, et al. · The Journal of Chemical Physics · 15
Feature Selection for Polymer Informatics: Evaluating Scalability and Robustness of the FS4RVDD Algorithm Using Synthetic Polydisperse Data Sets
2019 · Fiorella Cravero, Santiago A. Schustik, et al. · Journal of Chemical Information and Modeling · 14
Computer-aided design of polymeric materials: Computational study for characterization of databases for prediction of mechanical properties under polydispersity
2019 · Fiorella Cravero, Santiago A. Schustik, et al. · Chemometrics and Intelligent Laboratory Systems · 13
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GeRNet: a gene regulatory network tool
2017 · J.S. Dussaut, C.A. Gallo, et al. · Biosystems · 12
Feature Learning applied to the Estimation of Tensile Strength at Break in Polymeric Material Design
2016 · Cravero, Fiorella, Martinez, Maria Jimena, et al. · PubMed · 10
From prediction to understanding: A review of XAI applications and innovations in materials science
2026 · Fiorella Cravero, Ignacio Ponzoni, et al. · Computational Materials Science · 9
Second ISCB Latin American Student Council Symposium (LA-SCS) 2016
2017 · Alexander Miguel Monzon, Marcia A. Hasenahuer, et al. · F1000Research · 7
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Feature Learning applied to the Estimation of Tensile Strength at Break in Polymeric Material Design
2016 · Cravero Fiorella, Martínez M. Jimena, et al. · Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics · 7
How can polydispersity information be integrated in the QSPR modeling of mechanical properties?
2022 · F. Cravero, S. A. Schustik, et al. · Science and Technology of Advanced Materials Methods · 5
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Feature Selection and Polydispersity Characterization for QSPR Modelling: Predicting a Tensile Property
2018 · Fiorella Cravero, Santiago Schustik, et al. · Advances in intelligent systems and computing · 4
FS4RVDD: A Feature Selection Algorithm for Random Variables with Discrete Distribution
2018 · Fiorella Cravero, Santiago Schustik, et al. · Communications in computer and information science · 4
Highlights of the 1st Argentine Symposium of Young Bioinformatics Researchers (1SAJIB) organized by the ISCB RSG-Argentina
2016 · R. Gonzalo Parra, Lucas A Defelipe, et al. · 4
QSAR Classification Models for Predicting Affinity to Blood or Liver of Volatile Organic Compounds in e-Health
2017 · Fiorella Cravero, María Jimena Martínez, et al. · Lecture notes in computer science · 3
Highlights of the 1st Argentine Symposium of Young Bioinformatics Researchers (1SAJIB) organized by the ISCB RSG-Argentina
2016 · R. Gonzalo Parra, Lucas A Defelipe, et al. · 3
PolyMaS: A new software to generate high molecular weight polymer macromolecules from repeating structural units
2021 · Santiago Ariel Schustik, Fiorella Cravero, et al. · Polimery · 2
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A Database Curation for Prediction of the Refractive Index in the Virtual Testing of Polymeric Materials by Using Machine Learning
2021 · Santiago A. Schustik, Fiorella Cravero, et al. · Communications in computer and information science · 1
2nd Argentine Symposium of Young Bioinformatics Researchers (2SAJIB) organized by the ISCB-SC RSG-Argentina
2018 · Fiorella Cravero, Lionel Uran Landaburu, et al. · 1
2nd Argentine Symposium of Young Bioinformatics Researchers (2SAJIB) organized by the ISCB-SC RSG-Argentina
2018 · Fiorella Cravero, Lionel Uran Landaburu, et al. · 1
Intelligent Systems for Predictive Modelling in Cheminformatics: QSPR Models for Material Design Using Machine Learning and Visual Analytics Tools
2016 · F. Cravero, M. J. Martinez, et al. · Advances in intelligent systems and computing · 1
El caolín de Misud (Argentina). Geología, mineralogía y aplicaciones
1994 · Fiorella Cravero, Isabel González-Díez, et al. · Boletín de la Sociedad Española de Mineralogía · 1
Decoding Guardrails: XAI-Guided Perturbation Analysis of Prompt Injection Detection
2026 · Outeda, Fernando, Betarte, Gustavo, et al. · arXiv (Cornell University)
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Works count: 41
Citation count: 315
H-index: 9
I10-index: 9
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