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Interpreting a black box predictor to gain insights into early folding mechanisms

Computational and structural biotechnology journal, 2021-01, Vol.19, p.4919-4930

2021

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Challenges in describing the conformation and dynamics of proteins with ambiguous behavior

Frontiers in molecular biosciences, 2022-08, Vol.9, p.959956-959956

2022

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A revised cognitive mapping methodology for modeling and simulation

Knowledge-based systems, 2024-09, Vol.299, p.112089, Article 112089

2024

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

Knowledge-based systems, 2024-07, Vol.295, p.111825, Article 111825

2024

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

Expert systems with applications, 2014-02, Vol.41 (3), p.821-830

2014

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Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models

IEEE transactions on cybernetics, 2022-05, Vol.52 (5), p.2994-3005

2022

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Presumably correct decision sets

Pattern recognition, 2023-09, Vol.141, p.109640, Article 109640

2023

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Recommender system using Long-term Cognitive Networks

Knowledge-based systems, 2020-10, Vol.206, p.106372, Article 106372

2020

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Fuzzy-Rough Cognitive Networks

Neural networks, 2018-01, Vol.97, p.19-27

2018

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

IEEE transactions on cybernetics, 2023-10, Vol.53 (10), p.6083-6094

2023

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Modeling implicit bias with fuzzy cognitive maps

Neurocomputing (Amsterdam), 2022-04, Vol.481, p.33-45

2022

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Long short-term cognitive networks

Neural computing & applications, 2022-10, Vol.34 (19), p.16959-16971

2022

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Rough Cognitive Networks

Knowledge-based systems, 2016-01, Vol.91, p.46-61

2016

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Mutating HIV Protease Protein Using Ant Colony Optimization and Fuzzy Cognitive Maps: Drug Susceptibility Analysis

Computación y Sistemas, 2014-01, Vol.18 (1), p.51-63

2014

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Towards Swarm Diversity: Random Sampling in Variable Neighborhoods Procedure Using a Lévy Distribution

Computación y Sistemas, 2014-01, Vol.18 (1), p.79-95

2014

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Patient-reported outcome measures on mental health and psychosocial factors in patients with Brugada syndrome

Europace (London, England), 2023-08, Vol.25 (9)

2023

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Presumably Correct Undersampling

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023, Vol.14469, p.420-433

2023

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Two-steps learning of Fuzzy Cognitive Maps for prediction and knowledge discovery on the HIV-1 drug resistance: Methods and Applications of Artificial and Computational Intelligence

Expert systems with applications, 2014, Vol.41 (3), p.821-830

2014

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

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020, p.1-8

2020

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Long Short-term Cognitive Networks: An Empirical Performance Study

2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), 2024, p.1-8

2024

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Uncovering the Hidden Significance of Activities Location in Predictive Process Monitoring

Process Mining Workshops, p.191-203

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

Soft Computing Based Optimization and Decision Models, 2018, Vol.360, p.83-98

2018

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

Rough Sets and Intelligent Systems Paradigms, p.169-178

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A Granular Intrusion Detection System Using Rough Cognitive Networks

Recent Advances in Computational Intelligence in Defense and Security, 2016, p.169-191

2016

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Fuzzy Activation of Rough Cognitive Ensembles Using OWA Operators

Uncertainty Management with Fuzzy and Rough Sets, 2019, Vol.377, p.317-335

2019

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Interpreting a black box predictor to gain insights into early folding mechanisms

Challenges in describing the conformation and dynamics of proteins with ambiguous behavior

A revised cognitive mapping methodology for modeling and simulation

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

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

Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models

Presumably correct decision sets

Recommender system using Long-term Cognitive Networks

Fuzzy-Rough Cognitive Networks

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

Modeling implicit bias with fuzzy cognitive maps

Long short-term cognitive networks

Rough Cognitive Networks

Mutating HIV Protease Protein Using Ant Colony Optimization and Fuzzy Cognitive Maps: Drug Susceptibility Analysis

Towards Swarm Diversity: Random Sampling in Variable Neighborhoods Procedure Using a Lévy Distribution

Patient-reported outcome measures on mental health and psychosocial factors in patients with Brugada syndrome

Presumably Correct Undersampling

Two-steps learning of Fuzzy Cognitive Maps for prediction and knowledge discovery on the HIV-1 drug resistance: Methods and Applications of Artificial and Computational Intelligence

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

Long Short-term Cognitive Networks: An Empirical Performance Study

Uncovering the Hidden Significance of Activities Location in Predictive Process Monitoring

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

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

A Granular Intrusion Detection System Using Rough Cognitive Networks

Fuzzy Activation of Rough Cognitive Ensembles Using OWA Operators

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