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Nikolaos Dimitriou
Nikolaos Dimitriou
Information Technologies Institute, Centre for Research and Technology Hellas
Verified email at iti.gr
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Cited by
Year
A framework for inspection of dies attachment on PCB utilizing machine learning techniques
T Vafeiadis, N Dimitriou, D Ioannidis, T Wotherspoon, G Tinker, ...
Journal of Management Analytics 5 (2), 81-94, 2018
492018
Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans
N Dimitriou, L Leontaris, T Vafeiadis, D Ioannidis, T Wotherspoon, ...
IEEE Transactions on Industrial Electronics, 2019
462019
Data augmentation for fairness-aware machine learning: Preventing algorithmic bias in law enforcement systems
I Pastaltzidis, N Dimitriou, K Quezada-Tavarez, S Aidinlis, T Marquenie, ...
Proceedings of the 2022 ACM conference on fairness, accountability, and …, 2022
352022
A deep learning framework for simulation and defect prediction applied in microelectronics
N Dimitriou, L Leontaris, T Vafeiadis, D Ioannidis, T Wotherspoon, ...
Simulation Modelling Practice and Theory 100, 102063, 2020
312020
Short survey of artificial intelligent technologies for defect detection in manufacturing
EI Papageorgiou, T Theodosiou, G Margetis, N Dimitriou, ...
2021 12th International Conference on Information, Intelligence, Systems …, 2021
242021
Deep multi-sensorial data analysis for production monitoring in hard metal industry
T Kotsiopoulos, L Leontaris, N Dimitriou, D Ioannidis, F Oliveira, ...
The International Journal of Advanced Manufacturing Technology 115, 823-836, 2021
212021
DARLENE–Improving situational awareness of European law enforcement agents through a combination of augmented reality and artificial intelligence solutions
KC Apostolakis, N Dimitriou, G Margetis, S Ntoa, D Tzovaras, ...
Open Research Europe 1, 2021
202021
Real-time abnormal event detection for enhanced security in autonomous shuttles mobility infrastructures
D Tsiktsiris, N Dimitriou, A Lalas, M Dasygenis, K Votis, D Tzovaras
Sensors 20 (17), 4943, 2020
202020
Large-scale concept detection in multimedia data using small training sets and cross-domain concept fusion
C Diou, G Stephanopoulos, P Panagiotopoulos, C Papachristou, ...
IEEE transactions on circuits and systems for video technology 20 (12), 1808 …, 2010
192010
A BRPCA based approach for anomaly detection in mobile networks
S Papadopoulos, A Drosou, N Dimitriou, OH Abdelrahman, G Gorbil, ...
Information Sciences and Systems 2015: 30th International Symposium on …, 2016
182016
Vitalas at trecvid-2008
C Diou, C Papachristou, P Panagiotopoulos, G Stephanopoulos, ...
TREC Video Retrieval Evaluation, TRECVID 2008, 2009
142009
Incorporating higher order models for occlusion resilient motion segmentation in streaming videos
N Dimitriou, A Delopoulos
Image and Vision Computing 36, 70-82, 2015
122015
Motion-based segmentation of objects using overlapping temporal windows
N Dimitriou, A Delopoulos
Image and Vision Computing 31 (9), 593-602, 2013
122013
An integrated framework for the timely detection of petty crimes
N Dimitriou, G Kioumourtzis, A Sideris, G Stavropoulos, E Taka, N Zotos, ...
2017 European Intelligence and Security Informatics Conference (EISIC), 24-31, 2017
112017
Improved motion segmentation using locally sampled subspaces
N Dimitriou, A Delopoulos
2012 19th IEEE International Conference on Image Processing, 309-312, 2012
112012
A blockchain-enabled deep residual architecture for accountable, in-situ quality control in industry 4.0 with minimal latency
L Leontaris, A Mitsiaki, P Charalampous, N Dimitriou, E Leivaditou, ...
Computers in Industry 149, 103919, 2023
92023
A systematic review on machine learning methods for root cause analysis towards zero-defect manufacturing
K Papageorgiou, T Theodosiou, A Rapti, EI Papageorgiou, N Dimitriou, ...
Frontiers in Manufacturing Technology 2, 972712, 2022
92022
Modelling spatio-temporal ageing phenomena with deep Generative Adversarial Networks
S Papadopoulos, N Dimitriou, A Drosou, D Tzovaras
Signal Processing: Image Communication 94, 116200, 2021
92021
A review study on ML-based methods for defect-pattern recognition in wafer maps
T Theodosiou, A Rapti, K Papageorgiou, T Tziolas, E Papageorgiou, ...
Procedia Computer Science 217, 570-583, 2023
72023
A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation
T Vafeiadis, N Kolokas, N Dimitriou, A Zacharaki, M Yildirim, HG Selvi, ...
Simulation Modelling Practice and Theory 114, 102400, 2022
72022
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