Isel Grau

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 29

Top Topics

Hebbian Learning

Drug Resistance

Top Venues

Knowl. Based Syst.

IEEE Trans. Cybern.

Publications

Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
A revised cognitive mapping methodology for modeling and simulation. Knowl. Based Syst. 299 (2024)
Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro, Agnieszka Jastrzebska
Forward Composition Propagation for Explainable Neural Reasoning. IEEE Comput. Intell. Mag. 19 (1) (2024)
Gonzalo Nápoles, Isel Grau
Long Short-term Cognitive Networks: An Empirical Performance Study. EAIS (2024)
Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro
Backpropagation through time learning for recurrence-aware long-term cognitive networks. Knowl. Based Syst. 295 (2024)
Gonzalo Nápoles, Isel Grau
Presumably Correct Undersampling. CIARP (2023)
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
Presumably correct decision sets. Pattern Recognit. 141 (2023)
Mozhgan Vazifehdoostirani, Mohsen Abbaspour Onari, Isel Grau, Laura Genga, Remco M. Dijkman
Uncovering the Hidden Significance of Activities Location in Predictive Process Monitoring. ICPM Workshops (2023)
Mohsen Abbaspour Onari, Isel Grau, Marco S. Nobile, Yingqian Zhang
Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model. CoRR (2023)
Mohsen Abbaspour Onari, Isel Grau, Marco S. Nobile, Yingqian Zhang
Trustworthy Artificial Intelligence in Medical Applications: A Mini Survey. CIBCB (2023)
Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps. CoRR (2023)
Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification. IEEE Trans. Cybern. 53 (10) (2023)
Leonardo Concepción, Gonzalo Nápoles, Isel Grau, Witold Pedrycz
Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models. IEEE Trans. Cybern. 52 (5) (2022)
Mohsen Abbaspour Onari, Marco S. Nobile, Isel Grau, Caro Fuchs, Yingqian Zhang, Arjen-Kars Boer, Volkher Scharnhorst
Comparing Interpretable AI Approaches for the Clinical Environment: an Application to COVID-19. CIBCB (2022)
Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa
Modeling implicit bias with fuzzy cognitive maps. Neurocomputing 481 (2022)
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
Long short-term cognitive networks. Neural Comput. Appl. 34 (19) (2022)
Gonzalo Nápoles, Isel Grau, Çiçek Güven, Orçun Özdemir, Yamisleydi Salgueiro
Which is the best model for my data? CoRR (2022)
Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification. CoRR (2021)
Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro
Forward Composition Propagation for Explainable Neural Reasoning. CoRR (2021)
Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa
Modeling Implicit Bias with Fuzzy Cognitive Maps. CoRR (2021)
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
Long Short-term Cognitive Networks. CoRR (2021)
Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
Recommender system using Long-term Cognitive Networks. Knowl. Based Syst. 206 (2020)
Isel Grau, Dipankar Sengupta, María Matilde García Lorenzo, Ann Nowé
An interpretable semi-supervised classifier using two different strategies for amended self-labeling. CoRR (2020)
Isel Grau, Dipankar Sengupta, María Matilde García Lorenzo, Ann Nowé
An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling. FUZZ-IEEE (2020)
Gonzalo Nápoles, Carlos Mosquera, Rafael Falcon, Isel Grau, Rafael Bello, Koen Vanhoof
Fuzzy-Rough Cognitive Networks. Neural Networks 97 (2018)
Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof
FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps. Int. J. Artif. Intell. Tools 27 (7) (2018)
Gonzalo Nápoles, Maikel León, Isel Grau, Koen Vanhoof
Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification. ICTAI (2017)
Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof, Rafael Bello
Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges. Soft Computing Based Optimization and Decision Models (2017)
Isel Grau, Dipankar Sengupta, Dewan Md. Farid, Bernard Manderick, Ann Nowé, María Matilde García Lorenzo, Dorien Daneels, Maryse Bonduelle, Didier Croes, Sonia Van Dooren
Genomic Variant Classifier Tool. IntelliSys (1) (2016)
Gonzalo Nápoles, Isel Grau, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Rough Cognitive Networks. Knowl. Based Syst. 91 (2016)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou
A computational tool for simulation and learning of Fuzzy Cognitive Maps. FUZZ-IEEE (2015)
Mihail Mihaylov, Sergio Jurado, Narcís Avellana, Iván S. Razo-Zapata, Kristof Van Moffaert, Leticia Arco, Maite Bezunartea, Isel Grau, Adrian Cañadas, Ann Nowé
SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers. AAMAS (2015)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Ricardo Grau
Two-steps learning of Fuzzy Cognitive Maps for prediction and knowledge discovery on the HIV-1 drug resistance. Expert Syst. Appl. 41 (3) (2014)
Gonzalo Nápoles, Isel Grau, Koen Vanhoof, Rafael Bello
Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making. RSEISP (2014)
Gonzalo Nápoles, Isel Grau, Ricardo Pérez-García, Rafael Bello
Determining Positions Associated with Drug Resistance on HIV-1 Proteins: A Computational Approach. EvoApplications (2014)
Isis Bonet, Abdel Rodríguez, Isel Grau
Bidirectional Recurrent Neural Networks for Biological Sequences Prediction. MICAI (2) (2013)
Isel Grau, Gonzalo Nápoles, Isis Bonet, María M. García
Algoritmo de retropropagación a través de tiempo para el aprendizaje de redes neuronales recurrentes usando instancias de longitud variable. Computación y Sistemas 17 (1) (2013)
Isel Grau, Gonzalo Nápoles, María M. García
Predicting HIV-1 Protease and Reverse Transcriptase Drug Resistance Using Fuzzy Cognitive Maps. CIARP (2) (2013)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Rafael Falcon, Ajith Abraham
Self-adaptive differential particle swarm using a ring topology for multimodal optimization. ISDA (2013)
Gonzalo Nápoles, Isel Grau, Maikel León, Ricardo Grau
Modelling, Aggregation and Simulation of a Dynamic Biological System through Fuzzy Cognitive Maps. MICAI (2) (2012)
Gonzalo Nápoles, Isel Grau, Rafael Bello
Constricted Particle Swarm Optimization based Algorithm for Global Optimization. Polibits 46 (2012)
Libia I. García, Isel Grau, Ricardo Grau
Predicting the Efficiency with Knowledge Discovery of a Budgeted Company: A Cuban University - Validation through Three Semesters. KDIR (2012)
Gonzalo Nápoles, Isel Grau, Rafael Bello
Particle Swarm Optimization with Random Sampling in Variable Neighbourhoods for Solving Global Minimization Problems. ANTS (2012)
Isel Grau, Gonzalo Nápoles, Maikel León, Ricardo Grau
Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance. IBERAMIA (2012)