Isel Grau
Isel Grau
Assistant Professor at Eindhoven University of Technology
Verified email at - Homepage
Cited by
Cited by
Two-steps learning of fuzzy cognitive maps for prediction and knowledge discovery on the HIV-1 drug resistance
G Nápoles, I Grau, R Bello, R Grau
Expert Systems with Applications 41 (3), 821-830, 2014
Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges
G Nápoles Ruiz, ML Espinosa, I Grau, K Vanhoof, R Bello
Springer International Publishing, 2017
Rough cognitive networks
G Nápoles, I Grau, E Papageorgiou, R Bello, K Vanhoof
Knowledge-Based Systems 91, 46-61, 2016
Fuzzy-rough cognitive networks
G Nápoles, C Mosquera, R Falcon, I Grau, R Bello, K Vanhoof
Neural Networks 97, 19-27, 2018
Constricted Particle Swarm Optimization based Algorithm for Global Optimization
G Nápoles, I Grau, R Bello
Polibits 46, 5-11, 2012
FCM expert: Software tool for scenario analysis and pattern classification based on fuzzy cognitive maps
G Nápoles, ML Espinosa, I Grau, K Vanhoof
International Journal on Artificial Intelligence Tools 27 (07), 1860010, 2018
SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers.
M Mihaylov, S Jurado, N Avellana, IS Razo-Zapata, K Van Moffaert, ...
AAMAS 15, 1917-1918, 2015
Modelling, aggregation and simulation of a dynamic biological system through Fuzzy Cognitive Maps
G Nápoles, I Grau, M León, R Grau
Mexican International Conference on Artificial Intelligence, 188-199, 2012
A granular intrusion detection system using rough cognitive networks
G Nápoles, I Grau, R Falcon, R Bello, K Vanhoof
Recent advances in computational intelligence in defense and security, 169-191, 2016
Fuzzy cognitive maps tool for scenario analysis and pattern classification
G Nápoles, M Leon, I Grau, K Vanhoof
2017 IEEE 29th International Conference on Tools with Artificial …, 2017
Backpropagation through time algorithm for training recurrent neural networks using variable length instances
I Grau, G Nápoles, I Bonet, MM García
Computación y Sistemas 17 (1), 15-24, 2013
Learning of Fuzzy Cognitive Maps for simulation and knowledge discovery
G Napoles, I Grau, R Pérez-García, R Bello
Fourth International Workshop on Knowledge Discovery, Knowledge Management …, 2013
Particle Swarm Optimization with Random Sampling in Variable Neighbourhoods for Solving Global Minimization Problems
G Nápoles, I Grau, R Bello
Swarm Intelligence-ANTS 2012, 352-353, 2012
Towards swarm diversity: Random Sampling in Variable Neighborhoods procedure using a Lévy distribution
G Nápoles, I Grau, M Bello, R Bello
Computación y Sistemas 18 (1), 79-95, 2014
Hybrid model based on rough sets theory and fuzzy cognitive maps for decision-making
G Nápoles, I Grau, K Vanhoof, R Bello
Rough Sets and Intelligent Systems Paradigms, 169-178, 2014
A computational tool for simulation and learning of Fuzzy Cognitive Maps
G Nápoles, I Grau, R Bello, M León, K Vahoof, E Papageorgiou
2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2015
Predicting HIV-1 protease and reverse transcriptase drug resistance using fuzzy cognitive maps
I Grau, G Nápoles, MM García
Iberoamerican Congress on Pattern Recognition, 190-197, 2013
Recommender system using long-term cognitive networks
G Nápoles, I Grau, Y Salgueiro
Knowledge-Based Systems 206, 106372, 2020
Aplicación de sistemas neuroborrosos a problemas de resistencia antiviral del VIH
IG García, GN Ruiz, AP Mariño, CM Pérez
Revista Cubana de Ciencias Informáticas 6 (2), 1-11, 2012
Grey-Box Model: An ensemble approach for addressing semi-supervised classification problems
I Grau, D Sengupta, MM Garcia Lorenzo, A Nowe
Proceedings of the 25th Belgian-Dutch Conference on Machine Learning …, 2016
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