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Peter P. Groumpos

Peter P. Groumpos

D-Index & Metrics

Computer Science

D-Index
33
Citations
6228
World Ranking
12492
National Ranking
100

Overview

Peter P. Groumpos is affiliated with the University of Patras in Greece and has a research focus concentrated primarily in Computer Science, with a significant emphasis on Artificial Intelligence. Their scholarly contributions span across various subfields including Public Health, Environmental and Occupational Health, Economics and Econometrics, Management Science and Operations Research, and Cognitive Neuroscience.

Their published work addresses a range of topics aligned with cognitive science and computing. Key areas of research include:

  • Cognitive Science and Mapping
  • Cognitive Computing and Networks
  • Technology and Human Factors in Education and Health
  • Complex Systems and Decision Making
  • Neural Networks and Applications
  • Economic and Technological Innovation
  • Cognitive Science and Education Research

Frequent co-authors collaborating with Peter P. Groumpos include Ioannis D. Apostolopoulos, Maxim Shcherbakov, Vassiliki Mpelogianni, Alla G. Kravets, and D. Apostolopoulos. These collaborations suggest a diverse network working across interdisciplinary domains.

Their research has been disseminated through multiple reputable venues, with the majority of work appearing in IFAC-PapersOnLine. Other publication venues include Artificial Intelligence and Applications, Applied Sciences, Biomedical Physics & Engineering Express, and EAI Endorsed Transactions on Bioengineering and Bioinformatics.

Recent notable publications include:

  • A Critical Historical and Scientific Overview of all Industrial Revolutions, 2021, IFAC-PapersOnLine
  • A Critical Historic Overview of Artificial Intelligence: Issues, Challenges, Opportunities, and Threats, 2023, Artificial Intelligence and Applications
  • Ethical AI and Global Cultural Coherence: Issues and Challenges, 2022, IFAC-PapersOnLine

Books authored by Peter P. Groumpos have been published by Springer Science+Business Media, including two editions of Creativity in Intelligent Technologies and Data Science released in 2021 and 2023.

Best Publications

  • Modeling complex systems using fuzzy cognitive maps

    C.D. Stylios;P.P. Groumpos

  • Active Hebbian learning algorithm to train fuzzy cognitive maps

    Elpiniki Papageorgiou;Chrysostomos D. Stylios;Peter P. Groumpos

  • Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule

    Elpiniki Papageorgiou;Chrysostomos D. Stylios;Peter P. Groumpos

  • Fuzzy Cognitive Maps: Basic Theories and Their Application to Complex Systems

    Peter P. Groumpos

  • Fuzzy Cognitive Maps in modeling supervisory control systems

    Chrysostomos D. Stylios;Peter P. Groumpos

  • A first study of fuzzy cognitive maps learning using particle swarm optimization

    K.E. Parsopoulos;E.I. Papageorgiou;P.P. Groumpos;M.N. Vrahatis

  • Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links

    Elpiniki I. Papageorgiou;Chrysostomos Stylios;Peter P. Groumpos

  • Brain tumor characterization using the soft computing technique of fuzzy cognitive maps

    E. I. Papageorgiou;P. P. Spyridonos;D. Th. Glotsos;C. D. Stylios

  • An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps

    E.I. Papageorgiou;C.D. Stylios;P.P. Groumpos

  • Modelling supervisory control systems using fuzzy cognitive maps

    Peter P. Groumpos;Chrysostomos D. Stylios

  • Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines

    G. Georgoulas;D. Stylios;P. Groumpos

  • A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps

    Elpiniki I. Papageorgiou;Peter P. Groumpos

  • The challenge of modelling supervisory systems using fuzzy cognitive maps

    Chrysostomos D. Stylios;Peter P. Groumpos

  • Fuzzy cognitive maps: a model for intelligent supervisory control systems

    Chrysostomos D. Stylios;Peter P. Groumpos

  • An optimal sizing method for stand-alone photovoltaic power systems

    P.P. Groumpos;G. Papageorgiou

  • Advanced soft computing diagnosis method for tumour grading

    E. I. Papageorgiou;P. P. Spyridonos;C. D. Stylios;P. Ravazoula

  • A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems

    C. D. Stylios;P. P. Groumpos

  • Mathematical Formulation of Fuzzy Cognitive Maps

    Chrysostomos D. Stylios;Peter P. Groumpos

  • A weight adaptation method for fuzzy cognitive map learning

    I. Papageorgiou;P. Groumpos

  • Fuzzy cognitive maps: a soft computing technique for intelligent control

    C. Stylios;P.P. Groumpos

  • Introducing the theory of fuzzy cognitive maps in distributed systems

    C.D. Stylios;V.C. Georgopoulos;P.P. Groumpos

Frequent Co-Authors

Chrysostomos D. Stylios
Chrysostomos D. Stylios University of Ioannina
Elpiniki I. Papageorgiou
Elpiniki I. Papageorgiou University Of Thessaly
Konstantinos E. Parsopoulos
Konstantinos E. Parsopoulos University of Ioannina
Michael N. Vrahatis
Michael N. Vrahatis University of Patras
Alexandre Dolgui
Alexandre Dolgui IMT Atlantique
Heikki N. Koivo
Heikki N. Koivo Aalto University
George Nikolakopoulos
George Nikolakopoulos Luleå University of Technology
Salman Mohagheghi
Salman Mohagheghi Colorado School of Mines
Panos J. Antsaklis
Panos J. Antsaklis University of Notre Dame
Anthony Tzes
Anthony Tzes New York University Abu Dhabi

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