Theory and Applications of Time Series Analysis: Selected Contributions from ITISE 2022

About

Olga Valenzuela is an Associate Professor at the Department of Applied Mathematics University of Granada Spain where she received her Ph.D. in 2003. She has worked as an invited researcher at the Department of Statistics University of Jaen Spain and at the Department of Computer and Information Science University of Genova Italy. Her research interests include optimization theory and applications statistical analysis fuzzy systems neural networks time series forecasting using linear and non-linear methods evolutionary computation and bioinformatics. She has published more than 65 papers listed in the Web of Science. Fernando Rojas is an Associate Professor at the University of Granada Spain where he received his Ph.D. in 2004. His research focuses on signal processing artificial intelligence techniques for optimization including evolutionary computation fuzzy logic neural networks etc. and the study of computer architectures for parallelprocessing in complex problems such as time series prediction. He has published over 25 articles in JCR-indexed journals. A former coordinator of the Masters Degree in Computer and Network Engineering at the University of Granada he has been the secretary of the Masters Degree in Data Science and Computer Engineering since 2014 and the secretary of the Department of Architecture and Computer Technology at the University of Granada since 2018.Luis Javier Herrera is an Associate Professor at the University of Granada Spain where he received his Ph.D. in 2006. His research focuses on machine learning techniques (fuzzy logic deep learning genetic algorithms etc.) and on their optimization and application over a wide range of scientific problems related to classification approximation and time series prediction sometimes requiring high-performance computing systems. These applications include relevant problems in several fields such as biomedicine bioinformatics biochemistry physics optics etc. He has published more than 40 papers in JCR-indexed journals. Over the last several years he has (co-)led a number of research projects backed by national and regional funding entities.Héctor Pomares has been a Full Professor at the University of Granada Spain since 2001. He has published more than 50 articles in JCR-indexed journals and contributed over 150 papers to international conferences. He has led or participated in 15 national projects one independent R&D Excellence project and 13 contracts for innovative research through the University of Granada Foundation Company and the Office of Transfer of Research Results. He has been a visiting researcher at numerous prestigious research centers outside Spain. He is currently a member of the editorial board of the Journal of Applied Mathematics (JCR-indexed) and the coordinator of the Masters Degree in Computer & Network Engineering at the University of Granada.IgnacioRojas is a Full Professor at the Department of Computer Architecture and Computer Technology University of Granada Spain. His research focuses on the study of complex multidimensional systems using intelligent systems supported by high-performance computing platforms and their applications in various fields including bioinformatics biomedicine and time series prediction. Throughout his research career he has served as a principal investigator or otherwise participated in more than 24 research projects obtained in competitive tenders including projects for the European Union the I+D+I Spanish National Government and the Unit of Excellence of the Ministry of Innovation Science and Enterprise Junta de Andalucía. He has published more than 270 contributions listed in the Web of Science including more than 120 articles in JCR-indexed journals. He has actively participated in more than 125 international conferences supervised 25 doctoral theses and organized various international conferences workshops and special sessions.