8 citations · 22 across the 9 of their papers we have counts for
9 papers
Integrating Artificial Open Generative Artificial Intelligence into Software Supply Chain Security
Vasileios Alevizos, George A Papakostas, Akebu Simasiku +5
While new technologies emerge, human errors always looming. Software supply chain is increasingly complex and intertwined, the security of a service has become paramount to ensurin…
COVID-19 Imposes Rethinking of Conferencing -- Environmental Impact Assessment of Artificial Intelligence Conferences
Pavlina Mitsou, Nikoleta-Victoria Tsakalidou, Eleni Vrochidou +1
It has been noticed that through COVID-19 greenhouse gas emissions had a sudden reduction. Based on this significant observation, we decided to conduct a research to quantify the i…
MLOps -- Definitions, Tools and Challenges
G. Symeonidis, E. Nerantzis, A. Kazakis +1
This paper is an overview of the Machine Learning Operations (MLOps) area. Our aim is to define the operation and the components of such systems by highlighting the current problem…
Moment Transform-Based Compressive Sensing in Image Processing
T. Kalampokas, G. A. Papakostas
Over the last decades, images have become an important source of information in many domains, thus their high quality has become necessary to acquire better information. One of the…
Predictive Maintenance -- Bridging Artificial Intelligence and IoT
G. G. Samatas, S. S. Moumgiakmas, G. A. Papakostas
This paper highlights the trends in the field of predictive maintenance with the use of machine learning. With the continuous development of the Fourth Industrial Revolution, throu…
Machine Learning Meets Natural Language Processing -- The story so far
N. -I. Galanis, P. Vafiadis, K. -G. Mirzaev +1
Natural Language Processing (NLP) has evolved significantly over the last decade. This paper highlights the most important milestones of this period while trying to pinpoint the co…
Machine Biometrics -- Towards Identifying Machines in a Smart City Environment
G. K. Sidiropoulos, G. A. Papakostas
This paper deals with the identification of machines in a smart city environment. The concept of machine biometrics is proposed in this work for the first time, as a way to authent…
Machine learning for cloud resources management -- An overview
V. N. Tsakalidou, P. Mitsou, G. A. Papakostas
Nowadays, an important topic that is considered a lot is how to integrate Machine Learning(ML) to cloud resources management. In this study, our goal is to explore the most importa…
Performance Evaluation of Convolutional Neural Networks for Gait Recognition
K. D. Apostolidis, P. S. Amanatidis, G. A. Papakostas
In this paper, a performance evaluation of well-known deep learning models in gait recognition is presented. For this purpose, the transfer learning scheme is adopted to pre-traine…