Marios M. Polycarpou

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Marios M. Polycarpou
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Born27 August, 1962[1]
NationalityCypriot
OccupationProfessor
Academic background
EducationRice University, BA, BSc, 1987 University of Southern California, MS, PhD, 1992[1]

Marios M. Polycarpou (Greek: Μάριος Μ. Πολυκάρπου; born August 27, 1962 [1]) is a Cypriot electrical engineer, academic and researcher, a pioneer in Artificial Intelligence. In 2023, he was awarded the prestigious IEEE Frank Rosenblatt Technical Field Award,[2][3] for his "Contributions to the theory and application of neural networks and learning systems in monitoring and control".

He is currently a Professor in the Department of Electrical and Computer Engineering[4][5] at the University of Cyprus, a Visiting Professor at Imperial College London[6] and Chair of the Advisory Board of the KIOS Research and Innovation Center of Excellence[7] at the University of Cyprus.[8] He is also a Founding Member of the Cyprus Academy of Sciences, Letters, and Arts [1] and a Member of Academia Europaea[9] (The Academy of Europe).

Education

Polycarpou was born in Kaimakli, Nicosia, Cyprus. He studied at Rice University and received the BA Degree in Computer Science and the BSc Degree in Electrical Engineering, both in 1987. Then, he received the M.S. and PhD Degrees in Electrical Engineering from the University of Southern California, Los Angeles, CA, in 1989 and 1992 respectively.

Career

Polycarpou joined the University of Cincinnati in 1992, initially as an Assistant Professor, and eventually became full Professor of Electrical and Computer Engineering and Computer Science. In 2001, he relocated from USA to Europe to become the first faculty to join the newly established Electrical and Computer Engineering (ECE) Department [4] at the University of Cyprus (the first ECE department in the country), where he served as founding Dept. Chair between July 2001 and February 2008. In 2008, together with other colleagues, he founded the KIOS Research Center [7] for Intelligent Systems and Networks at the University of Cyprus, which in 2017 was upgraded to a European Center of Excellence.[10] Polycarpou served as the Director of the Center from March 2008 until June of 2024.

Between 2004-2010 he served as the Editor-in-Chief of the IEEE Transactions on Neural Networks and Learning Systems,[11] between 2012-2013 as the President of the IEEE Computational Intelligence Society,[12] and between 2017-2019 as the President of the European Control Association.[13]

Research

Polycarpou's research work is focused on intelligent systems and control, adaptive and learning systems, fault diagnosis, artificial intelligence and neural networks, and critical infrastructure systems, such as water distribution networks, power and transportation systems, smart buildings, etc.

His work on neural networks-based adaptive control methods has opened new ways for designing neural control schemes with learning capabilities for uncertain dynamical systems. In 1994, he developed an entirely new approach to using a learning systems methodology in fault diagnosis. His approach is now being used in large-scale cyber-physical systems, where faults can significantly affect their operation and performance.

Polycarpou has authored more than 400 journal articles and conference proceedings and co-authored 7 books. He is also the holder of 6 patents.

Awards and honors

  • Recipient of the 2023 IEEE Frank Rosenblatt Technical Field Award.[14]
  • Elected Member of Academia Europaea (The Academy of Europe) (2022).[15]
  • Elected founding member of the Cyprus Academy of Sciences, Letters, and Arts (2019).[16]
  • Recipient of the 2016 IEEE Neural Networks Pioneer Award.[17]
  • IFAC Fellow (2016).[18]
  • Recipient of the Cyprus Distinguished Researcher Award (June 2015).[19] [20]
  • IEEE Fellow, for contributions to the theory and application of intelligent systems and control, (2006).[21]

Books

  1. Jay A. Farrell, Marios M. Polycarpou (2006). Adaptive Approximation Based Control: Unifying Neural, Fuzzy and Traditional Adaptive Approximation Approaches. John Wiley & Sons, Inc. ISBN 9780471727880.
  2. Cesare Alippi, Marios M. Polycarpou, Christos Panayiotou, Georgios Ellinas (2009). Artificial Neural Networks – ICANN 2009: 19th International Conference. Lecture Notes in Computer Science. Vol. 5768. Springer-Verlag. doi:10.1007/978-3-642-04274-4. ISBN 978-3642042768.{{cite book}}: CS1 maint: multiple names: authors list (link)
  3. Derong Liu, Huaguang Zhang, Marios Polycarpou, Cesare Alippi, Haibo He (2011). Advances in Neural Networks -- ISNN 2011. Lecture Notes in Computer Science. Vol. 6676. Springer-Verlag. doi:10.1007/978-3-642-21090-7. ISBN 978-3-642-21089-1.{{cite book}}: CS1 maint: multiple names: authors list (link)
  4. J. Wang, G. Yen and M. Polycarpou (2012). Advances in Neural Networks – ISNN 2012. Lecture Notes in Computer Science. Vol. 7368. Springer-Verlag. doi:10.1007/978-3-642-31362-2. ISBN 978-3-642-31361-5.
  5. J.S. Pan, M. Polycarpou, M. Wozniak, A. Carvalho, H. Quintian and E. Corchardo (2013). Hybrid Artificial Intelligent Systems. Lecture Notes in Computer Science. Vol. 8073. Springer-Verlag. doi:10.1007/978-3-642-40846-5. ISBN 978-3-642-40845-8.{{cite book}}: CS1 maint: multiple names: authors list (link)
  6. M. Polycarpou, A. Carvalho, J.–S Pan, M. Wozniak, H. Quintian and E. Corchardo (2014). Hybrid Artificial Intelligent Systems. Lecture Notes in Computer Science. Vol. 8480. Springer-Verlag. doi:10.1007/978-3-319-07617-1. ISBN 978-3-319-07616-4.{{cite book}}: CS1 maint: multiple names: authors list (link)
  7. E. Kyriakides and M. Polycarpou (2015). Intelligent Monitoring, Control, and Security of Critical Infrastructure Systems. Studies in Computational Intelligence. Vol. 565. Springer-Verlag. doi:10.1007/978-3-662-44160-2. ISBN 978-3-662-44159-6.

Publications (Selected)

  1. Polycarpou, M.M. (March 7, 1996). "Stable adaptive neural control scheme for nonlinear systems". IEEE Transactions on Automatic Control. 41 (3): 447–451. doi:10.1109/9.486648.
  2. Polycarpou, M.; Ioannou, P. A. (March 1, 1996). "A robust adaptive nonlinear control design". Automatica. 32 (3): 423–427. doi:10.1016/0005-1098(95)00147-6 – via ScienceDirect.
  3. Farrell, Jay A.; Polycarpou, Marios; Sharma, Manu; Dong, Wenjie (June 7, 2009). "Command Filtered Backstepping". IEEE Transactions on Automatic Control. 54 (6): 1391–1395. Bibcode:2009ITAC...54.1391F. doi:10.1109/TAC.2009.2015562.
  4. Kosmatopoulos, E.B.; Polycarpou, M.M.; Christodoulou, M.A.; Ioannou, P.A. (March 7, 1995). "High-order neural network structures for identification of dynamical systems". IEEE Transactions on Neural Networks. 6 (2): 422–431. doi:10.1109/72.363477. PMID 18263324.
  5. Dong, Wenjie; Farrell, Jay A.; Polycarpou, Marios; Djapic, Vladimir; Sharma, Manu (May 7, 2012). "Command Filtered Adaptive Backstepping". IEEE Transactions on Control Systems Technology. 20 (3): 566–580. Bibcode:2012ITCST..20..566D. doi:10.1109/TCST.2011.2121907.
  6. Zhang, Xiaodong; Polycarpou, M.M.; Parisini, T. (April 7, 2002). "A robust detection and isolation scheme for abrupt and incipient faults in nonlinear systems". IEEE Transactions on Automatic Control. 47 (4): 576–593. Bibcode:2002ITAC...47..576Z. doi:10.1109/9.995036.

References

  1. ↑ 1.0 1.1 1.2 1.3 "Μάριος Πολυκάρπου – Κυπριακή Ακαδημία Επιστημών, Γραμμάτων και Τεχνών".
  2. ↑ "KIOS Director Marios Polycarpou wins a prestigious award from the IEEE for his innovative research work in Artificial Intelligence". February 1, 2023.
  3. ↑ "IEEE Frank Rosenblatt Technical Field Award" (PDF).
  4. ↑ 4.0 4.1 "Home". Department of Electrical and Computer Engineering.
  5. ↑ "Faculty".
  6. ↑ "Visiting Professor Imperial College".
  7. ↑ 7.0 7.1 "KIOS". KIOS.
  8. ↑ "KIOS Faculty".
  9. ↑ "Academy of Europe: Polycarpou Marios". www.ae-info.org.
  10. ↑ "KIOS Research and Innovation Centre of Excellence | KIOS CoE Project | Fact Sheet | H2020". CORDIS | European Commission.
  11. ↑ "Editor and Associate Editors - IEEE Computational Intelligence Society". cis.ieee.org.
  12. ↑ "Historical Record - IEEE Computational Intelligence Society". cis.ieee.org.
  13. ↑ "History". European Control Association (EUCA).
  14. ↑ "IEEE Frank Rosenblatt Technical Field Award Ceremony 2024 and the lecture of Prof. Marios Polycarpou". October 9, 2024 – via YouTube.
  15. ↑ "KIOS CoE Director elected member of the Academia Europaea". July 12, 2022.
  16. ↑ "Ανακοίνωση Κυπριακής Ακαδημίας Επιστημών, Γραμμάτων και Τεχνών αναφορικά με τη συγκρότηση της πρώτης Συγκλήτου της Κυπριακής Ακαδημίας και Εκλογή Προεδρείων Τάξεων - Gov.cy". www.gov.cy (in Ελληνικά). 2024-04-22. Retrieved 2025-04-23.
  17. ↑ "Press release, IEEE Neural Networks Pioneer Award" (PDF).
  18. ↑ "IFAC Fellows — IFAC · International Federation of Automatic Control". www.ifac-control.org.
  19. ↑ "CYPRUS RESEARCH AWARDS". ΙδΕΚ. Retrieved 2025-04-25.
  20. ↑ "Press release, Cyprus Distinguished Researcher Award" (PDF).
  21. ↑ "IEEE Fellows Directory - Search Results". services27.ieee.org.

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