Zobrazeno 1 - 10
of 47
pro vyhledávání: '"Spyridon G. Mouroutsos"'
Publikováno v:
IEEE Access, Vol 12, Pp 90287-90298 (2024)
In this study, a novel approach for solving the PU learning problem is proposed based on an anomaly detection strategy. A Convolutional Autoencoder (CAE) is used to extract latent encodings from positive-labeled data, which are then linearly combined
Externí odkaz:
https://doaj.org/article/edfb823878e542858f6f7adafb7314e0
Publikováno v:
Computers, Vol 13, Iss 2, p 49 (2024)
Identifying accidents in road black spots is crucial for improving road safety. Traditional methodologies, although insightful, often struggle with the complexities of imbalanced datasets, while machine learning (ML) techniques have shown promise, ou
Externí odkaz:
https://doaj.org/article/307ff1d119264f7d9f5a81392b0e9c64
Autor:
Fotios K. Konstantinidis, Nikolaos Myrillas, Spyridon G. Mouroutsos, Dimitrios Koulouriotis, Antonios Gasteratos
Publikováno v:
Machines, Vol 10, Iss 9, p 746 (2022)
The rise of the fourth industrial revolution aspires to digitize any traditional manufacturing process, paving the way for new organisation schemes and management principles that affect business models, the environment, and services across the entire
Externí odkaz:
https://doaj.org/article/480b503b06b54f458a583ba5fc12fbfd
Publikováno v:
Machines, Vol 9, Iss 6, p 112 (2021)
The paper at hand presents a novel and versatile method for tracking the pose of varying products during their manufacturing procedure. By using modern Deep Neural Network techniques based on Attention models, the most representative points to track
Externí odkaz:
https://doaj.org/article/5631072d8e284473b312d2fe0afcc870
Autor:
Fotios K. Konstantinidis, Ioannis Kansizoglou, Nicholas Santavas, Spyridon G. Mouroutsos, Antonios Gasteratos
Publikováno v:
Machines, Vol 8, Iss 4, p 88 (2020)
The integration of exponential technologies in the traditional manufacturing processes constitutes a noteworthy trend of the past two decades, aiming to reshape the industrial environment. This kind of digital transformation, which is driven by the I
Externí odkaz:
https://doaj.org/article/5d57a096860e4a38ba8946370565d335
Autor:
Petros Pistofidis, Fotis Arnaoutoglou, George Ioannakis, Natasa Michailidou, Melpomeni Karta, Chairi Kiourt, George Pavlidis, Spyridon G. Mouroutsos, Despoina Tsiafaki, Anestis Koutsoudis
Publikováno v:
Journal of Cultural Heritage. 60:1-11
Autor:
Fotios K. Konstantinidis, Vasiliki Balaska, Symeon Symeonidis, Dimitrios Tsilis, Spyridon G. Mouroutsos, Loukas Bampis, Athanasios Psomoulis, Antonios Gasteratos
Publikováno v:
Procedia Computer Science. 217:918-927
Autor:
Fotios K. Konstantinidis, Savvas Sifnaios, Georgios Tsimiklis, Spyridon G. Mouroutsos, Angelos Amditis, Antonios Gasteratos
Publikováno v:
Procedia Computer Science. 217:227-237
Autor:
Spyridon G. Mouroutsos, Anestis Koutsoudis, Chairi Kiourt, Fotis Arnaoutoglou, George Ioannakis, Melpomeni Karta, Natasa Michailidou, Despoina Tsiafaki, George Pavlidis, Petros Pistofidis
Publikováno v:
Journal of Cultural Heritage. 52:1-10
Haptic prohibition is one of the most common limitations when interacting with museum artefacts. This restriction aims quite logically at preventing damages while safeguarding the integrity of the cultural reserve, which is primarily characterised by
Autor:
Fotios K. Konstantinidis, Vasiliki Balaska, Symeon Symeonidis, Spyridon G. Mouroutsos, Antonios Gasteratos
Publikováno v:
2022 30th Mediterranean Conference on Control and Automation (MED).