Μαρία ΔρακάκηΔιδακτικό προσωπικό

Μαρία Δρακάκη

Η Δρ. Μαρία Δρακάκη είναι Καθηγήτρια στην Ανθρωπιστική Μηχανική στο Τμήμα Επιστήμης και Τεχνολογίας του Πανεπιστημιακού Κέντρου Διεθνών Προγραμμάτων Σπουδών (ΠΑΚΕΔΙΠΣ) του Διεθνούς Πανεπιστημίου της Ελλάδος (ΔΙΠΑΕ). Έλαβε το διδακτορικό της δίπλωμα (Ph.D.) από το Texas at Austin, Physics Department (1992), μεταπτυχιακό δίπλωμα (M.Sc.)  από το University of Westminster σε VLSI System Design (2004) και πτυχίο Φυσικής από το Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης (1986). Ήταν Αναπληρώτρια Καθηγήτρια στο Τμήμα Μηχανικών Παραγωγής και Διοίκησης του ΔΙΠΑΕ (2019), Αναπληρώτρια Καθηγήτρια στο Τμήμα Μηχανικών Αυτοματισμού του Αλεξάνδρειου Τεχνολογικού Εκπαιδευτικού Ιδρύματος Θεσσαλονίκης (ΑΤΕΙΘ) (2018-2019), Επίκουρη Καθηγήτρια στο Τμήμα Μηχανικών Αυτοματισμού του ΑΤΕΙΘ (2014-2018). Η Καθ. Μ. Δρακάκη ήταν Επισκέπτρια Επίκουρη Καθηγήτρια στα Τμήματα Μηχανικών Αυτοματισμού του ΑΤΕΙΘ (2005-2013) και Ηλεκτρονικών Μηχανικών (1994-2011) του ΑΤΕΙΘ. Ήταν Μεταδιδακτορική Ερευνήτρια (1993,1997) και Ερευνητική Συνεργάτιδα στο ΑΠΘ  (2000-2013).

Η Καθ. Μ. Δρακάκη είναι υπότροφος Fulbright. Έχει δημοσιεύσει πλήθος άρθρων σε διεθνή περιοδικά με κριτές και πρακτικά συνεδρίων με κριτές, καθώς και κεφάλαια σε διεθνή βιβλία. Έλαβε το βραβείο καλύτερου άρθρου (best paper award) στο  International Conference on Information Systems Architecture and Technology (2017). Έχει συνδιοργανώσει special sessions σε διεθνή συνέδρια. Συμμετέχει σε ευρωπαϊκά και εθνικά έργα και έχει συμμετάσχει σε αρκετά ευρωπαϊκά και εθνικά έργα.

Τα ερευνητικά της ενδιαφέροντα περιλαμβάνουν την ανθρωπιστική μηχανική, ΑΙ (Artificial Intelligence) Μεθόδους για Διαχείριση καταστροφών, ανθρωπιστικά logistics, ευφυή συστήματα παραγωγής, συστήματα υποστήριξης αποφάσεων, και διαχείριση εφοδιαστικής αλυσίδας.

Η Καθ. Μ. Δρακάκη είναι Διευθύντρια  του Ινστιτούτου Διαχείρισης Προσφυγικών Ροών και Κρίσεων του ΔΙΠΑΕ. Είναι Αναπληρώτρια Κοσμήτορας της Σχολής Επιστήμης και Τεχνολογίας του ΠΑΚΕΔΙΠΣ, ΔΙΠΑΕ. Είναι Διευθύντρια του Προγράμματος Μεταπτυχιακών Σπουδών MSc in Environmental Management and Sustainability και Διευθύντρια του MSc in Energy and Finance του Τμήματος Επιστήμης και Τεχνολογίας του ΠΑΚΕΔΙΠΣ, ΔΙΠΑΕ. Είναι Διευθύντρια του νέου Διιδρυματικού Προγράμματος Μεταπτυχιακών Σπουδών MSc in Humanitarian Logistics and Crisis Management μεταξύ των Τμημάτων Βαλκανικών, Σλαβικών και Ανατολικών Σπουδών του Πανεπιστημίου Μακεδονίας  και Επιστήμης και Τεχνολογίας του ΠΑΚΕΔΙΠΣ, ΔΙΠΑΕ.

Η Καθ. Μ. Δρακάκη είναι μέλος της Ομάδας Εσωτερικής Αξιολόγησης του Τμήματος Επιστήμης και Τεχνολογίας. Ήταν Αναπληρώτρια Πρόεδρος στο Τμήμα Μηχανικών Παραγωγής και Διοίκησης του ΔΙΠΑΕ και ακαδημαϊκό μέλος της Επιτροπής Ερευνών του ΔΙΠΑΕ (2019), Ήταν Αναπληρώτρια Πρόεδρος του Τμήματος Μηχανικών Αυτοματισμού του ΑΤΕΙΘ (2017 – 2019). Ήταν ακαδημαϊκό μέλος της Επιτροπής Ερευνών του ΑΤΕΙΘ (2017 – 2019) και Ακαδημαϊκή Υπεύθυνη Erasmus+ του Τμήματος Μηχανικών Αυτοματισμού του ΑΤΕΙΘ (2016 – 2018) Ήταν Ακαδημαϊκή Υπεύθυνη Erasmus+ του Τμήματος Επιστήμης και Τεχνολογίας (2020- 04/21).

Τίτλος:
Ανθρωπιστική Μηχανική
Πτυχίο:
Πτυχίο Φυσικής, Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης Μεταπτυχιακό Δίπλωμα- MSc in VLSI System Design, University of Westminster, London, UK
Διδακτορικό:
PhD, University of Texas at Austin, Austin, TX, USA
Γραφείο:
Κτίριο Α, 1ος όροφος, Πανεπιστημιούπολη Θέρμης
Τηλέφωνο:
+302310807524
E-mail:
mdrakaki@ihu.gr
Πρόσφατες δημοσιεύσεις:
Journals (selected)
  1. Drakaki, M., Kovács, G., Tzionas, P., “No One Stands Alone – Partnerships for Community Resilience”, Natural Hazards, 116, 1433–1462 (2023).
  2. Mebelli, V., Drakaki, M., Tzionas, P., “ An Investigation of Time Series Models for Forecasting Mixed Migration Flows: Focusing in Germany”, Operations Research Forum 4, 34 (2023).
  3. Drakaki, M., Linardos, V., Tzionas, P., Karnavas, Y. L., :A transformers-based approach on industrial disaster consequence identification from accident narratives”, Procedia Computer Science, vol. 217, pp. 1446-1451, 2023.
  4. Linardos, V., Drakaki, M., Tzionas, P., Karnavas, Y. L., “Machine Learning in Disaster Management: Recent Developments in Methods and Applications”, Machine Learning and Knowledge Extraction, vol. 4. no. 2, pp. 446-473, 2022.
  5. Drakaki, M., Tzionas, P., “A Colored Petri Net-based modeling method for supply chain inventory management”, Simulation, vol. 98, no. 3, pp. 257–271, 2022.
  6. Drakaki, M., Karnavas, Y. L, Tziafettas, Y., Linardos, V., Tzionas, P., “Machine learning and deep learning based methods toward industry 4.0 predictive maintenance in induction motors: State of the art survey”, Journal of Industrial Engineering and Management, vol. 15, no. 1, pp. 31-57, 2022.
  7. Drakaki, M., “Operational response to address the needs of Unaccompanied Refugee and Migrant Minors in Greece”, NRDC-GR (NATO Rapid Deployment Corps) Herald Magazine, January 2022. (special guest paper).
  8. Drakaki, M., Tzionas, P., “A Fuzzy Cognitive Map-based Approach to Prioritise Environmental Objectives in the Environmental Management Systems of Ports”, International Journal of Simulation and Process Modelling, vol. 2-3, pp. 127-136, 2021.
  9. Drakaki, M., Tzionas, P., “Investigating the Impact of Site Management on Distress in Refugee Sites Using Fuzzy Cognitive Maps”, International Journal of Disaster Risk Reduction, 60, 102282, 2021.
  10. Christos T. Alexakos, Yannis L. Karnavas, Maria Drakaki, Ioannis A. Tziafettas, “Combined Short Time Fourier Transform and Image Classification Transformer Model for Rolling Element Bearings Fault Diagnosis in Electric Motors”, Machine Learning and Knowledge Extraction, vol. 3, No. 1, 2021, pp. 228-242.
  11. Drakaki, M., Karnavas, Y.L., Tzionas, P., Chasiotis, I.D., “Recent Developments Towards Industry 4.0 Oriented Predictive Maintenance in Induction Motors”, Procedia Computer Science, vol. 180, pp. 943-949, 2021.
  12. Drakaki, M., Karnavas, Y.L., Karlis, A., Chasiotis, I. D., Tzionas, P., “Study on Fault Diagnosis of Broken Rotor Bars in Squirrel Cage Induction Motors: A Multi-Agent System Approach using Intelligent Classifiers”, IET Electric Power Applications, vol. 14, No. 2, 2020, pp. 245-255.
  13. Drakaki, M., Tzionas, P., “Investigating the impact of inventory inaccuracy on the bullwhip effect in RFID-enabled supply chains using colored petri nets”, Journal of Modelling in Management, vol. 14, No. 2, 2019, pp. 360-384.
  14. Karnavas, Y. L., Topalidis, A., Drakaki, M., “Development and Implementation of a Low Cost μC- based Brushless DC Motor Sensorless Controller: A Practical Analysis of Hardware and Software Aspects”, Electronics, vol. 8, No. 12, 2019, 1456.
  15. Drakaki, M., Gören, H. G. Tzionas, P., “An Intelligent Multi-Agent Based Decision Support System for Refugee Settlement Siting”, International Journal of Disaster Risk Reduction, vol. 31, 2018, pp. 576-588.
  16. Drakaki, M, Tzionas, P., “Community based social partnerships in crisis resilience: a case example in Greece”, Disaster Prevention and Management, vol. 26, No. 2, 2017, pp. 203-216
  17. Drakaki, M., Tzionas, P., ” Manufacturing Scheduling Using Colored Petri Nets and Reinforcement Learning”, Applied Sciences, vol. 7, No. 2, 2017, 136.
  18. M. Drakaki, and P. Tzionas, “Modeling and performance evaluation of an agent-based warehouse dynamic resource allocation using Colored Petri Nets”, International Journal of Computer Integrated Manufacturing, vol. 29, No. 7, 2016, pp. 736-753.
Conferences and Book Chapters
  1. Sioutas, I., Drakaki, M., Linardos, V., Tzionas, P., “Earthquake predictions using Machine Learning and Acoustic Emissions”, Lecture Notes in Networks and Systems, Springer, Proceedings of Intelligent and Fuzzy Systems (INFUS), Istanbul, Turkey, August 22-24, 2023 (accepted).
  2. Christidou, A. N., Drakaki, M., Linardos, V., “A Machine Learning Based Method for Automatic Identification of Disaster Related Information Using Twitter Data”, Lecture Notes in Networks and Systems, Springer, Proceedings of Intelligent and Fuzzy Systems (INFUS), Izmir, Turkey, July 19-21, 2022.
  3. Drakaki, M., Linardos, V., Tzionas, P., “Recent trends in using machine learning and Twitter data for disaster management”, 34th European Modeling & Simulation Symposium (EMSS), Rome, Italy, 19-21 September, 2022.
  4. Mebelli, V., Drakaki, M., “Investigating Forecasts of Mixed Migration Flows in Europe by Using Time Series Models”, 5th International Conference on Dynamics of Disasters (DOD), 2021, online streaming.
  5. König, K., Drakaki, M., “Derivation of Recommendations for Action for Sustainable Development in the Light of COVID-19 Pandemic”, 9th International Workshop on Simulation for Energy, Sustainable Development & Environment (SESDE), September 15-17, 2021, online streaming.
  6. Saltsidou, E., Drakaki, M., “Predicting Tourism Demand Using Timeseries”, 33rd European Modeling & Simulation Symposium (EMSS), September 15-17, 2021, online streaming.
  7. Makarova, I., Mukhametdinov, E., Gabsalikhova, L., Shepelev,V., Galiev, S., Buyvol, P., Drakaki , M., “Ensuring Reliability of The Gearbox During Operation Stage”, Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS, 2021, online streaming.
  8. Karnavas, Y.L., Chasiotis, I.D., Drakaki, M., Tziafettas, I.A., “Recent advances of neural network based methods in induction motor fault diagnosis”, Proceedings of the 24th International Conference on Electrical Machines, ICEM, 2020, online streaming.
  9. Bintoudi, E., Baert, M., Drakaki, M., “Ecological Footprint Analysis of the Port of Thessaloniki as a Tool for an Environmental Management System”, Proceedings of the 22nd International Conference on Harbor, Maritime and Multimodal Logistics Modeling and Simulation, HMS, 2020, online streaming.
  10. Drakaki, Tzionas, P., Abeshev, K.: “Investigating the Influence of Emotional Intelligence on the Supplier Selection Decisions with Fuzzy Cognitive Maps”, Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS, 2020, online streaming.
  11. Drakaki, M. Gören, H. G., Tzionas, P.: “Supplier Selection Problem in Fuzzy Environment Considering Risk Factors”, Proceedings of the 12th International Conference on the Developments in eSystems Engineering, DeSE, 2019, Kazan, Russia.
  12. Karnavas, Y. L., Paschaloglou, T. P., Mouroutsos, S. G., Chasiotis, I. D., Drakaki, M., Boutalis, Y. S.: “Application of Salp Swarm Algorithm for DC Motor Parameter Estimation in an Industry 4.0 Control Systems IoT Framework”, Proceedings of the 12th International Conference on the Developments in eSystems Engineering, DeSE, 2019, Kazan, Russia.
  13. Drakaki, M. Gören, H. G., Tzionas, P.: “Fuzzy Cognitive Maps as a Tool to Forecast Emotions in Refugee and Migrant Communities for Site Management”, Lecture Notes in Business Information Processing LNBIP, Springer (2019).
  14. Drakaki, M. Gören, H. G., Tzionas, P.: “A multi-agent based decision framework for sustainable supplier selection, order allocation and routing problem”, Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS, 2019, Heraklion, Greece.
  15. Makarova, I., Yakupova, G., Buyvol, P.,  Shubenkova, K.,  Abeshev, K.,  Drakaki, M.: “Improving road safety by affecting negative factors”, Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS, 2019, Heraklion, Greece.
  16. Sinodakis, G., Kostopoulos, V., Drakaki, M.,  Karnavas, Y.L.,  Tzionas, P.: “An RFID-Enabled Automated Storage and Retrieval System via Microcontroller Stepper Motor Control”, 8th International Conference on Modern Circuits and Systems Technologies, MOCAST, 2019, Thessaloniki, Greece.
  17. Drakaki, M. Gören, H. G., Tzionas, P: “Comparison of Fuzzy Multi Criteria Decision Making Approaches in an Intelligent Multi-agent System for Refugee Siting”. In: Świątek J., Borzemski L., Wilimowska Z. (eds) Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018. Advances in Intelligent Systems and Computing 656. Springer, Cham, (2019).
  18. Drakaki, M. Gören, H. G., Tzionas, P.: “An Intelligent Multi-Agent System using Fuzzy Analytic Hierarchy Process and Axiomatic Design as a Decision Support Method for Refugee Settlement Siting”. In: Proceedings of ICDSST-PROMETHEE 2018. Lecture Notes in Business Information Processing LNBIP. Springer (2018).
  19. Drakaki, M., Gören, H. G., Tzionas, P., “A Multi-agent System Based Site Selection Method for Conflicts and Natural Disasters”, 16th International Logistics and Supply Chain Congress, 2018, Denizli, Turkey.
  20. Drakaki, M., Tzionas, P., “Modeling the Order Fulfilment Process Using Colored Petri Nets”, Proceedings of the 4th International Conference on Supply Chains, 4thOlympus ICSC, 2018, Katerini, Greece.
  21. Drakaki, M.., Karnavas, Y.L., Chasiotis, I.D., Tzionas, P., “An Intelligent Multi-Agent System Framework for Fault Diagnosis of Squirrel-Cage Induction Motor Broken Bars”. In: Świątek J., Borzemski L., Wilimowska Z. (eds) Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017. Advances in Intelligent Systems and Computing 656. Springer, Cham, (2018). (Best paper award).
  22. Υ. Karnavas, A. Topalidis and M. Drakaki, “Development of a Low Cost Brushless DC Motor Sensorless Controller Using dsPIC30F4011”, 7thInternational Conference on Modern Circuits and Systems Technologies, MOCAST, 2018, Thessaloniki, Greece.
  23. Isaakidis, G., Spiropoulos, A.,Drakaki, M., “A Wireless Three Dimentional Printer for Printed Circuit Board Applications” 4th Panhellenic Conference on Electronics and Communications, PACET, 2017, Xanthi, Greece.
  24. Giannopoulos, G., Drakaki, M., “Design and manufacture of voice distortion device in real time”, 2nd International Workshop on Microsystems, 2017, Thessaloniki, Greece.
  25. Drakaki, G. Kovacs, and P. Tzionas, “The logistics role in community resilience: a case example of a community based social partnership in Greece, 6thInternational Symposium and 28th National Conference in Operational Research, HELORS, 2017, Thessaloniki, Greece.
  26. Isaakidis, G., Spiropoulos, A.,Drakaki,,M., “An Educational Purpose Built Three Dimentional Printer” 6thInternational Conference on Modern Circuits and Systems Technologies, MOCAST, 2017, Thessaloniki, Greece.
Ερευνητικά έργα:
Research projects include among others:
  • Development of deep learning systems and methodologies for disaster management
  • European Qualifications – Refugees and Recognition 4 (EQUAL), Erasmus+ KA3 project (2023-2025)
  • Transforming Graduate Education for Green and Sustainable Future (T- Green), Erasmus+KA2 project (2023-2026)
  • Modernization of Mechatronics and Robotics for Bachelor degree in Uzbekistan through Innovative Ideas and Digital Technology (MechaUz), Erasmus+KA2 project (2019-2023)
  • Refugees and Recognition – Toolkit 3 (ARENA), Erasmus+ KA3 project (2020-2022)
  • Humanitarian Engineering project in collaboration with the Humanitarian Engineering Program of the University of Texas at Austin (Implemented in IHU, May 2023)
Τίτλοι μαθημάτων:
Επιπρόσθετοι τίτλοι μαθημάτων:
  • Humanitarian Logistics
  • Environmental Hazard Management
  • Design for Supply Chain and Logistics
  • Purchasing and Negotiations
  • Environmental Management Systems
  • Time Series Forecasting
Διδακτορικοί φοιτητές:
4 PhD candidates
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