Journals
- T. Tziolas, K. Papageorgiou, T. Theodosiou, D. Ioannidis, N. Dimitriou, G. Tinker, E. Papageorgiou, Explainable AI Methods for Identification of Glue Volume Deficiencies in Printed Circuit Boards. Applied Sciences, 2025; 15(16), 9061. https://doi.org/10.3390/app15169061.
- C. S. Rekatsinas, T.C. Theodosiou, D.K. Siorikis, C.V. Nastos, K. Tsiaktanis, N.A. Chrysochoidis, D.A. Saravanos, Micromechanics-based Multi-scale Framework with Strain-Rate Effects for the Simulation of Ballistic Impact on Composite Laminates. Journal of Composite Materials, 2024;58(27):2897-2914.
https://doi.org/10.1177/00219983241283618 - T. Tziolas, K. Papageorgiou, T. Theodosiou, S. Pantoja, N. Dimitriou, E. I. Papageorgiou, Employing Deep Learning for Defect Detection in Antenna Assembly. Journal of Electrical Systems, 20-10s(2024):1940-1950.
https://journal.esrgroups.org/jes/article/view/5484/3936 - C. S. Rekatsinas, D. K. Siorikis, C. V. Nastos, N. A. Chrysochoidis, T. C. Theodosiou, A. S. Yigit, A. P. Christoforou, D. A. Saravanos, An efficient Computational Framework for Hailstone Impacts on Composite Plates with a Semi-Empirical Viscoplastic Contact Law. International Journal of Impact Engineering. 178 (2023) p. 104628.
https://doi.org/10.1016/j.ijimpeng.2023.104628 - K. Papageorgiou, T. Theodosiou, A. Rapti, E. Papageorgiou, N. Dimitriou, D. Tzovaras, G. Margetis, A Systematic Review on Machine Learning Methods for Root Cause Analysis towards Zero-Defect Manufacturing. Frontiers in Manufacturing Technology / Life Cycle Engineering 2 (2022).
https://doi.org/10.3389/fmtec.2022.972712 - T. C. Theodosiou, Derivative-orthogonal non-uniform B-Spline wavelets. Mathematics and Computers in Simulation. 188 (2021) 368–388.
https://doi.org/10.1016/j.matcom.2021.04.012
Conferences
- Theodoros Tziolas, Konstantinos Papageorgiou, Anna Feleki, Elpiniki Papageorgiou, Theodosios Theodosiou, Aikaterini Rapti, Sebastian Pantoja, Andreas Cuinas, “Deep Fuzzy Cognitive Maps for Defect Inspection in Antenna Assembly”. ISM2023: The 5th International Conference on Industry 4.0 and Smart Manufacturing, Iscte - University Institute of Lisbon, Nov. 22-24, 2023.
- Theodoros Tziolas, Konstantinos Papageorgiou, Theodosios Theodosiou, Theofilos Mastos, Angelos Papadopoulos, Elpiniki Papageorgiou and Aikaterini Rapti, Root Cause Analysis with Fuzzy Cognitive Maps and Correlation Coefficient. EUSFLAT 2023: 13th Conference of the European Society for Fuzzy Logic and Technology, September 4-8, 2023, Palma, Spain. Paper No: 159
- Theodoros Tziolas, Konstantinos Papageorgiou, Theodosios Theodosiou, Aikaterini Rapti, Sebastian Pantoja, Andreas Cuinas, Paschalis Charalampous, Nikolaos Dimitriou, Dimitrios Tzovaras and Elpiniki Papageorgiou, Defect Detection in Antennas Assembly Process with EfficientDet and Transfer Learning, MLDM2023: 18th International Conference on Machine Learning and Data Mining, New York, NY, United States, July 15-19, 2023. Paper No: 50
- A. Feleki, K. Papageorgiou, T. Tziolas, A. Rapti, T. C. Theodosiou, S. Pantoja, P. Charalampous, N. Dimitriou, D. Tzovaras, A. Cuinas, J. Mourelle, E. Papageorgiou, A. Böttinger, EfficientDet Application for Detection of Incorrect Assemblies in the Antenna Manufacturing Process. SMART2023: 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 3-5 July 2023, Patras, Greece. pp. 1270-1278.
https://doi.org/10.7712/150123.9874.444639 - T. C. Theodosiou, A. Feleki, K. Papageorgiou, T. Tziolas, A. Rapti, S. Pantoja, P. Charalampous, N. Dimitriou, D. Tzovaras, A. Cuinas, J. Mourelle, E. Papageorgiou, A. Böttinger, CenterNet-based Models for the Detection of Defects in an Industrial Antenna Assembly Process, SMART2023: 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 3-5 July 2023, Patras, Greece. pp. 1209-1220.
https://doi.org/10.7712/150123.9869.444634 - G. Margetis, N. Dimitriou, E. Papageorgiou, T. Theodosiou, D. Gavgiotaki, K. C. Apostolakis, S. Ntoa, D. Tzovaras, C. Stephanidis, An Elevator Calibration Recommender System for Effective Defect Detection and Prevention. SMART2023: 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 3-6 July 2023, Patras, Greece. pp. 1234-1245
https://doi.org/10.7712/150123.9871.446205 - T. Theodosiou, A. Rapti, K. Papageorgiou, T. Tziolas, E. Papageorgiou, N. Dimitriou, G Margietis and D. Tzovaras, A Review Study on ML-based Methods for Defect-Pattern Recognition in Wafer Maps, in: The 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM2022), Upper Austria University of Applied Sciences - Hagenberg Campus - Linz, Austria, Nov. 2-4 2022. https://doi.org/10.1016/j.procs.2022.12.253
- T. Tziolas, T. Theodosiou, K. Papageorgiou, A. Rapti, N. Dimitriou, E. Papageorgiou, G. Margietis, D. Tzovaras, Wafer Map Defect Pattern Recognition using Imbalanced Datasets, in: The Thirteen International Conference on Information, Intelligence, Systems and Applications (IISA 2022) 18-20 Jul 2022, Corfu, Greece.
https://doi.org/10.1109/IISA56318.2022.9904402 - T. Tziolas, K. Papageorgiou, T. Theodosiou, E. Papageorgiou, T. Mastos, and A. Papadopoulos, Autoencoders for Anomaly Detection in an Industrial Multivariate Time Series Dataset, in: 8th International conference on Time Series and Forecasting (ITISE2022), Gran Canaria, Spain, June 27-30 2022, p. 23.
https://doi.org/10.3390/engproc2022018023 - E. I. Papageorgiou, T. Theodosiou, G. Margetis, N. Dimitriou, P. Charalampous, D. Tzovaras, I. Samakovlis, Short Survey of Artificial Intelligent Technologies for Defect Detection in Manufacturing, in: The Twelfth International Conference on Information, Intelligence, Systems and Applications (IISA 2021), Online, 2021: p. 7. https://doi.org/10.1109/IISA52424.2021.9555499
Books
- T. Theodosiou, Drawing of Mechanisms and Structures using FreeCAD, Publisher Klidarithmos. 2nd Edition to be published in 2026.
- T. Theodosiou, Drawing of Mechanisms and Structures using FreeCAD, Publisher Klidarithmos, 2021. ISBN: 978-960-645-173-7. 1st Edition: 17/05/2021.
https://www.klidarithmos.gr/sxediasi-mixanismon-kai-kataskevon-me-to-freecad