Researcher
Gonzalo NAPOLES RUIZ
- Keywords:Economics and applied economics
- Disciplines:Knowledge representation and reasoning, Machine learning and decision making, Neural, evolutionary and fuzzy computation, Artificial intelligence not elsewhere classified, Modelling and simulation, Symbolic computing
Affiliations
- Quantitative Methods (Department)
Member
From1 Dec 2015 → 10 Oct 2023 - Faculty of Business Economics (Faculty)
Member
From1 Dec 2015 → 10 Oct 2023 - Business Informatics (Research group)
Member
From1 Dec 2015 → 10 Oct 2023
Projects
1 - 1 of 1
- Multivariate time series forecasting and classification using intrinsically explainable machine learning models to solve real-world problems.From1 Mar 2021 → TodayFunding: BOF - doctoral mandates
Publications
1 - 10 of 77
- Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification(2023)
Authors: Agnieszka Jastrzebska, Gonzalo NAPOLES RUIZ, Wladyslaw Homenda, Koen VANHOOF
Pages: 1348 - 1359 - Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problems(2022)
Authors: Julio C. Pena, Gonzalo NAPOLES RUIZ, Yamisleydi Salgueiro
- Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation(2022)Series: IEEE International Joint Conference on Neural Networks (IJCNN)
Authors: Marilyn Bello, Gonzalo NAPOLES RUIZ, Koen VANHOOF, Maria M. Garcia, Rafael Bello
- Measuring wind turbine health using fuzzy-concept-based drifting models(2022)
Authors: Agnieszka Jastrzebska, Alejandro MORALES HERNANDEZ, Gonzalo NAPOLES RUIZ, Yamisleydi Salgueiro, Koen VANHOOF
Pages: 730 - 740 - Multi-objective hyperparameter optimization with performance uncertainty(2022)Series: Communications in Computer and Information ScienceVolume: 1684
Authors: Alejandro MORALES HERNANDEZ, Inneke VAN NIEUWENHUYSE, Gonzalo NAPOLES RUIZ
Pages: 37 - 46Number of pages: 10 - Evaluating time series similarity using concept-based models(2022)
Authors: Agnieszka Jastrzebska, Gonzalo NAPOLES RUIZ, Yamisleydi Salgueiro, Koen VANHOOF
- A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets(2022)
Authors: Gonzalo NAPOLES RUIZ, Lisa KOUTSOVITI-KOUMERI
Pages: 29 - 36 - Modeling Implicit Bias with Fuzzy Cognitive Maps(2022)
Authors: Gonzalo NAPOLES RUIZ, Isel Grau, Leonardo CONCEPCION PEREZ, Lisa KOUTSOVITI-KOUMERI, João Paulo Papa
Pages: 33 - 45 - Best Next Preference Prediction Based on LSTM and Multi-level Interactions(2021)Series: Lecture Notes in Networks and Systems
Authors: Ivett FUENTES HERRERA, Gonzalo NAPOLES RUIZ, Leticia Arco García, Koen VANHOOF
Pages: 682 - 699Number of pages: 18 - Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections(2021)Series: Lecture Notes in Computer ScienceVolume: 13055
Authors: Marilyn BELLO GARCIA, Yaumara Aguilera, Gonzalo NAPOLES RUIZ, Maria M. Garcia, Rafael Bello, Koen VANHOOF
Pages: 3 - 12Number of pages: 10