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Georgios Tsirogiannis

Assistant Professor

Georgios Tsirogiannis
Georgios TsirogiannisAssistant Professor
Rank: Assistant Professor, Knowledge Area: Βig Data Modeling and Management, Laboratory: Laboratory of Agribusiness Management, E-mail: gtsirogianni@upatras.gr, Phone: -, Office: -, Office Hours: Thursday 9:00-12:00.

Georgios Tsirogiannis

Academic Titles

  • Diploma of Computer Engineering and Informatics, Department of Computer Engineeering and Informatics, University of Patras, 1998.
  • MSc in  "Mathematics of Computers and Decision Making", Department of Computer Engineeering and Informatics, University of Patras, 2000.
  • PhD from the Department of Engineeering Sciences, University of Patras, 2006.

Research Interests

  • Modeling using:
    • statistical techniques and machine learning
    • dynamic systems
  • Big data management
  • Resource optimization
  • Photolithography

Publications

Books

  • «Προηγμένα Πληροφοριακά Συστήματα: Από τη θεωρία στην πράξη», David Avison & Guy Fitzferald, Εκδόσεις Νέων Τεχνολογιών, Αθήνα 2006, ISBN: 960-8105-86-2, Μετάφραση και Επιμέλεια της Ελληνικής Έκδοσης του βιβλίου.
  • «Ανάπτυξη Προηγμένων Πληροφοριακών Συστημάτων: Μεθοδολογίες & Εργαλεία», David Avison & Guy Fitzferald, Εκδόσεις Νέων Τεχνολογιών, Αθήνα 2007, ISBN: 960-8105-96-X, Μετάφραση και Επιμέλεια της Ελληνικής Έκδοσης του βιβλίου.

Journals (selected)

  • Tsirogiannis G.A., Davis K.E., “A Two-Level Perturbation Method for Connecting Unstable Periodic Orbits with Low Fuel Cost and Short Time of Flight”, Celestial Mechanics and Dynamical Astronomy, Volume 125, Issue 3, pp. 287-307, 2016
  • Tsirogiannis, G.A, Markellos V.V.: “A Greedy Global Search Algorithm for Connecting Unstable Periodic Orbits with Low Energy Cost”, Celestial Mechanics and Dynamical Astronomy, Volume 117, Issue 2, pp. 201-213, 2013
  • Tsirogiannis, G.A.: “A graph based methodology for mission design”, Celestial Mechanics and Dynamical Astronomy, Volume 114, Issue 4, pp. 353-363, 2012

Conference Proceedings (selected)

  • Gkorou, A. Ypma, G. Tsirogiannis, M. Giollo, D. Sonntag, G. Vinken, R. van Haren, R.J. van Wijk, J. Nije, T. Hoogenboom, “Towards Big Data Visualization for Monitoring and Diagnostics of High Volume Semiconductor Manufacturing”, Proceedings of the Computing Frontiers Conference, 338-342, Siena Italy, May 2017
  • Grigorios N. Beligiannis, Georgios A. Tsirogiannis, Panayotis E. Pintelas, “Restartings: A Technique to Improve Classic Genetic Algorithms’ Performance”, International Conference on Computational Intelligence (ICCI 2004), pp. 404‐407, Istanbul, Turkey, December, 2004

Patents (selected)

  • Adaptive Fingerprint Identification and Linking through Dynamic Factorial Analysis of Wafer Measurements (TW I664492 B, TW 201937273 A, CN 1105465574 A) Ypma, A., Bastani, V., Sontag, D., Nije, J., Cekli, H. E., Tsirogiannis, G., Van Wijk, R. J.
  • Bayesian stack tuning for YS and SMASH target design – addendum to 2016D00334, Ypma, A., Van Der Schaar, M., Tsirogiannis, G., Karssemejer, L., Fan, J.
  • Active learning of semi-supervised litho mappings (TW I659274 A, US 20190369503 A, CN 110192153 A) Ypma, A., Gkorou, D., Tsirogiannis, G., Hoogenboom, T., Van Haren, R