University of Ostrava - Czech Republic
AUTHOR PROFILE
ORCID
🎓 EARLY ACADEMIC PURSUITS
Professor Irina Perfilieva embarked on her academic journey at the prestigious Lomonosov State University in Moscow, Russia, where she earned her M.S. in Applied Mathematics in 1975, followed by a Ph.D. in 1980. Her early academic endeavors laid a solid foundation in applied mathematics, setting the stage for her future contributions to the field.
🏫 PROFESSIONAL ENDEAVORS
Irina Perfilieva holds the position of full professor of Applied Mathematics at the University of Ostrava in the Czech Republic. Her esteemed career has included roles as Professor Honoris Causa at the Amity Institute of Information Technology, India, and Doctor Honoris Causa at the University of Latvia. Throughout her professional journey, she has been an influential figure in the academic community, especially in the realm of fuzzy logic and applied mathematics.
📚 CONTRIBUTIONS AND RESEARCH FOCUS
Professor Perfilieva has made significant contributions to the field of fuzzy logic and mathematical modeling. She is the author and co-author of six influential books and has published over 270 papers. Her pioneering method of fuzzy transforms has found successful applications in image and time series processing, numerical analysis, and solving complex equations. Her machine learning research also delves into data analysis and the mathematical foundations of neural networks, utilizing both modern and classical approaches.
🏆 ACCOLADES AND RECOGNITION
Her extensive contributions to the scientific community have earned her numerous awards, including being named an IFSA Fellow and an honorary member of EUSFLAT. In 2012, she was the machine learning recipient of the 1st memorial Da Ruan award. These accolades reflect her esteemed status and the impact of her work globally.
🌍 IMPACT AND INFLUENCE
As an area editor for Soft Computing and a member of several prestigious editorial boards, Professor Perfilieva has influenced the direction of research in fuzzy systems. She has also served on machine learning Program Committees for leading international conferences, further amplifying her impact in the academic and research communities.
🌟 LEGACY AND FUTURE CONTRIBUTIONS
With her innovations in fuzzy logic and mathematical modeling, Irina Perfilieva's work continues to shape future research. Her methods are widely accepted and applied, demonstrating a legacy of academic excellence and practical utility. Her ongoing exploration into data analysis and neural networks signifies her commitment to advancing knowledge in these critical areas.
NOTABLE PUBLICATIONS
- Title: "A critical analysis of the theoretical framework of the Extreme Learning Machine"
Authors: Irina Perfilieva, Nicolás Madrid, Manuel Ojeda-Aciego, Piotr Artiemjew, Agnieszka Niemczynowicz
Journal: Neurocomputing
- Title: "Extreme Learning Machine – A New Machine Learning Paradigm"
Author: Irina Perfilieva
Journal: Book Chapter (part of a book series, not a journal)
- Title: "F-transform utility in the operational-matrix approach to the Volterra integral equation"
Authors: Perfilieva, Irina; Ziari, Shokrollah; Nuraei, Rahele; Pham, Thi Minh Tam
Journal: Fuzzy Sets and Systems
- Title: "Generalized Fuzzy Transform and Non-Local Laplace Operator"
Authors: Hana Zamecnıkova, Simone Cammarasana, Irina Perfilieva, Giuseppe Patane
Journal: IEEE Transactions on Fuzzy Systems
- Title: "Numerical solution of a new mathematical model for intravenous drug administration"
Authors: Alijani, Zahra; Shiri, Babak; Perfilieva, Irina; Baleanu, Dumitru
Journal: Evolutionary Intelligence