Isel Grau

According to our database, Isel Grau authored at least 44 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Forward Composition Propagation for Explainable Neural Reasoning.

Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro, Agnieszka Jastrzebska

IEEE Comput. Intell. Mag., February, 2024

Backpropagation through time learning for recurrence-aware long-term cognitive networks.

Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro

Knowl. Based Syst., 2024

A revised cognitive mapping methodology for modeling and simulation.

Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro

Knowl. Based Syst., 2024

Sparseness-Optimized Feature Importance.

Isel Grau, Gonzalo Nápoles

Proceedings of the Explainable Artificial Intelligence, 2024

Long Short-term Cognitive Networks: An Empirical Performance Study.

Gonzalo Nápoles, Isel Grau

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023

Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification.

Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa

IEEE Trans. Cybern., October, 2023

Presumably correct decision sets.

Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro

Pattern Recognit., September, 2023

Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model.

Mohsen Abbaspour Onari, Isel Grau, Marco S. Nobile, Yingqian Zhang

CoRR, 2023

Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps.

Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof

Proceedings of the Intelligent Systems and Applications, 2023

Uncovering the Hidden Significance of Activities Location in Predictive Process Monitoring.

Mozhgan Vazifehdoostirani, Mohsen Abbaspour Onari, Isel Grau, Laura Genga, Remco M. Dijkman

Proceedings of the Process Mining Workshops, 2023

Trustworthy Artificial Intelligence in Medical Applications: A Mini Survey.

Mohsen Abbaspour Onari, Isel Grau, Marco S. Nobile, Yingqian Zhang

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023

Presumably Correct Undersampling.

Gonzalo Nápoles, Isel Grau

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022

Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models.

Leonardo Concepción, Gonzalo Nápoles, Isel Grau, Witold Pedrycz

IEEE Trans. Cybern., 2022

Long short-term cognitive networks.

Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro

Neural Comput. Appl., 2022

Modeling implicit bias with fuzzy cognitive maps.

Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa

Neurocomputing, 2022

Which is the best model for my data?

Gonzalo Nápoles, Isel Grau, Çiçek Güven, Orçun Özdemir, Yamisleydi Salgueiro

CoRR, 2022

Comparing Interpretable AI Approaches for the Clinical Environment: an Application to COVID-19.

Mohsen Abbaspour Onari, Marco S. Nobile, Isel Grau, Caro Fuchs, Yingqian Zhang, Arjen-Kars Boer, Volkher Scharnhorst

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

2021

Forward Composition Propagation for Explainable Neural Reasoning.

Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro

CoRR, 2021

2020

Recommender system using Long-term Cognitive Networks.

Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro

Knowl. Based Syst., 2020

An interpretable semi-supervised classifier using two different strategies for amended self-labeling.

Isel Grau, Dipankar Sengupta, María Matilde García Lorenzo, Ann Nowé

CoRR, 2020

An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling.

Isel Grau, Dipankar Sengupta, María Matilde García Lorenzo, Ann Nowé

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2018

Fuzzy-Rough Cognitive Networks.

Gonzalo Nápoles, Carlos Mosquera, Rafael Falcon, Isel Grau, Rafael Bello, Koen Vanhoof

Neural Networks, 2018

FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps.

Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof

Int. J. Artif. Intell. Tools, 2018

2017

Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification.

Gonzalo Nápoles, Maikel León, Isel Grau, Koen Vanhoof

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges.

Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof, Rafael Bello

Proceedings of the Soft Computing Based Optimization and Decision Models, 2017

2016

A Granular Intrusion Detection System Using Rough Cognitive Networks.

Gonzalo Nápoles, Isel Grau, Rafael Falcon, Rafael Bello, Koen Vanhoof

Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016

Rough Cognitive Networks.

Gonzalo Nápoles, Isel Grau, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof

Knowl. Based Syst., 2016

Genomic Variant Classifier Tool.

Isel Grau, Dipankar Sengupta, Dewan Md. Farid, Bernard Manderick, Ann Nowé, María Matilde García Lorenzo, Dorien Daneels, Maryse Bonduelle, Didier Croes, Sonia Van Dooren

Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

2015

A computational tool for simulation and learning of Fuzzy Cognitive Maps.

Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers.

Mihail Mihaylov, Sergio Jurado, Narcís Avellana, Iván S. Razo-Zapata, Kristof Van Moffaert, Leticia Arco, Maite Bezunartea, Isel Grau, Adrian Cañadas, Ann Nowé

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014

Two-steps learning of Fuzzy Cognitive Maps for prediction and knowledge discovery on the HIV-1 drug resistance.

Gonzalo Nápoles, Isel Grau, Rafael Bello, Ricardo Grau

Expert Syst. Appl., 2014

Hacia la diversidad de la bandada: procedimiento RSVN usando una distribución de Lévy.

Gonzalo Nápoles Ruiz, Isel Grau García, Marilyn Bello-García, Rafael Bello Pérez

Computación y Sistemas, 2014

Mutación de la proteína proteasa del VIH utilizando optimización basada en colonia de hormigas y mapas cognitivos difusos: análisis de susceptibilidad a fármacos.

Isel Grau García, Gonzalo Nápoles Ruiz

Computación y Sistemas, 2014

Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making.

Gonzalo Nápoles, Isel Grau, Koen Vanhoof, Rafael Bello

Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Determining Positions Associated with Drug Resistance on HIV-1 Proteins: A Computational Approach.

Gonzalo Nápoles, Isel Grau, Ricardo Pérez-García, Rafael Bello

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013

Algoritmo de retropropagación a través de tiempo para el aprendizaje de redes neuronales recurrentes usando instancias de longitud variable.

Isel Grau, Gonzalo Nápoles, Isis Bonet, María M. García

Computación y Sistemas, 2013

Bidirectional Recurrent Neural Networks for Biological Sequences Prediction.

Isis Bonet, Abdel Rodríguez, Isel Grau

Proceedings of the Advances in Soft Computing and Its Applications, 2013

Self-adaptive differential particle swarm using a ring topology for multimodal optimization.

Gonzalo Nápoles, Isel Grau, Rafael Bello, Rafael Falcon, Ajith Abraham

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

Predicting HIV-1 Protease and Reverse Transcriptase Drug Resistance Using Fuzzy Cognitive Maps.

Isel Grau, Gonzalo Nápoles, María M. García

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Constricted Particle Swarm Optimization based Algorithm for Global Optimization.

Gonzalo Nápoles, Isel Grau, Rafael Bello

Polibits, 2012

Modelling, Aggregation and Simulation of a Dynamic Biological System through Fuzzy Cognitive Maps.

Gonzalo Nápoles, Isel Grau, Maikel León, Ricardo Grau

Proceedings of the Advances in Computational Intelligence, 2012

Predicting the Efficiency with Knowledge Discovery of a Budgeted Company: A Cuban University - Validation through Three Semesters.

Libia I. García, Isel Grau, Ricardo Grau

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance.

Isel Grau, Gonzalo Nápoles, Maikel León, Ricardo Grau

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Particle Swarm Optimization with Random Sampling in Variable Neighbourhoods for Solving Global Minimization Problems.

Gonzalo Nápoles, Isel Grau, Rafael Bello

Proceedings of the Swarm Intelligence - 8th International Conference, 2012