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Christos N. Karras
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TinyML for Ultra-Low Power AI and Large Scale IoT Deployments: A Systematic Review
N Schizas, A Karras, C Karras, S Sioutas
Future Internet 14 (12), 363, 2022
1022022
Autonomous Vehicles: Sophisticated Attacks, Safety Issues, Challenges, Open Topics, Blockchain, and Future Directions
A Giannaros, A Karras, L Theodorakopoulos, C Karras, P Kranias, ...
Journal of Cybersecurity and Privacy 3 (3), 493-543, 2023
852023
An Overview of MCMC Methods: From Theory to Applications
C Karras, A Karras, M Avlonitis, S Sioutas
IFIP International Conference on Artificial Intelligence Applications and …, 2022
352022
Pattern Recognition and Event Detection on IoT data-streams
C Karras, A Karras, S Sioutas
arXiv preprint arXiv:2203.01114, 2022
252022
Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making
C Karras, A Karras, M Avlonitis, I Giannoukou, S Sioutas
IFIP International Conference on Artificial Intelligence Applications and …, 2022
212022
FLIBD: A Federated Learning-Based IoT Big Data Management Approach for Privacy-Preserving over Apache Spark with FATE
A Karras, A Giannaros, L Theodorakopoulos, GA Krimpas, G Kalogeratos, ...
Electronics 12 (22), 4633, 2023
192023
Peer to Peer Federated Learning: Towards Decentralized Machine Learning on Edge Devices
A Karras, C Karras, KC Giotopoulos, D Tsolis, K Oikonomou, S Sioutas
2022 7th South-East Europe Design Automation, Computer Engineering, Computer …, 2022
192022
Expanding Queries with Maximum Likelihood Estimators and Language Models
C Karras, A Karras, L Theodorakopoulos, I Giannoukou, S Sioutas
The International Conference on Innovations in Computing Research, 201-213, 2022
182022
AutoML with Bayesian Optimizations for Big Data Management
A Karras, C Karras, N Schizas, M Avlonitis, S Sioutas
Information 14 (4), 223, 2023
172023
DBSOP: an efficient heuristic for speedy MCMC sampling on polytopes
C Karras, A Karras
arXiv preprint arXiv:2203.10916, 2022
162022
Distributed Gibbs Sampling and LDA Modelling for Large Scale Big Data Management on PySpark
C Karras, A Karras, D Tsolis, KC Giotopoulos, S Sioutas
2022 7th South-East Europe Design Automation, Computer Engineering, Computer …, 2022
152022
Federated Edge Intelligence and Edge Caching Mechanisms
A Karras, C Karras, KC Giotopoulos, D Tsolis, K Oikonomou, S Sioutas
Information 14 (7), 414, 2023
142023
An Intelligent Microprocessor Integrating TinyML in Smart Hotels for Rapid Accident Prevention
A Zacharia, D Zacharia, A Karras, C Karras, I Giannoukou, ...
2022 7th South-East Europe Design Automation, Computer Engineering, Computer …, 2022
142022
SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in Agriculture
A Karras, C Karras, G Drakopoulos, D Tsolis, P Mylonas, S Sioutas
IFIP International Conference on Artificial Intelligence Applications and …, 2022
142022
TinyML Algorithms for Big Data Management in Large-Scale IoT Systems
A Karras, A Giannaros, C Karras, L Theodorakopoulos, CS Mammassis, ...
Future Internet 16 (2), 42, 2024
112024
Modelling and Analysis of Neuro Fuzzy Employee Ranking System in the Public Sector
KC Giotopoulos, D Michalopoulos, A Karras, C Karras, S Sioutas
Algorithms 16 (3), 151, 2023
82023
Download Speed Optimization in P2P Networks Using Decision Making and Adaptive Learning
A Karras, C Karras, KC Giotopoulos, I Giannoukou, D Tsolis, S Sioutas
The International Conference on Innovations in Computing Research, 225-238, 2022
82022
Efficient algorithms for range mode queries in the big data era
C Karras, L Theodorakopoulos, A Karras, GA Krimpas
Information 15 (8), 450, 2024
72024
Weighted Reservoir Sampling On Evolving Streams: A Sampling Algorithmic Framework For Stream Event Identification
C Karras, A Karras, G Drakopoulos, K Tsakalidis, P Mylonas, S Sioutas
Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 1-9, 2022
72022
Integrating User and Item Reviews in Deep Cooperative Neural Networks for Movie Recommendation
A Karras, C Karras
arXiv preprint arXiv:2205.06296, 2022
72022
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