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 | 74 | 2022 |
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 | 32 | 2022 |
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 | 27 | 2023 |
Pattern Recognition and Event Detection on IoT Data-streams C Karras, A Karras, S Sioutas arXiv preprint arXiv:2203.01114, 2022 | 24 | 2022 |
Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making C Karras, A Karras, M Avlonitis, I Giannoukou, S Sioutas | 20 | 2022 |
DBSOP: An Efficient Heuristic for Speedy MCMC Sampling on Polytopes C Karras, A Karras arXiv preprint arXiv:2203.10916, 2022 | 16 | 2022 |
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 | 15 | 2022 |
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 | 13 | 2022 |
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 | 11 | 2022 |
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 | 11 | 2022 |
Federated edge intelligence and edge caching mechanisms A Karras, C Karras, KC Giotopoulos, D Tsolis, K Oikonomou, S Sioutas Information 14 (7), 414, 2023 | 10 | 2023 |
AutoML with Bayesian optimizations for big data management A Karras, C Karras, N Schizas, M Avlonitis, S Sioutas Information 14 (4), 223, 2023 | 10 | 2023 |
Expanding queries with maximum likelihood estimators and language models C Karras, A Karras, L Theodorakopoulos, I Giannoukou, S Sioutas Proceedings of the ICR’22 International Conference on Innovations in …, 2022 | 9 | 2022 |
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 | 8 | 2022 |
Integrating user and item reviews in deep cooperative neural networks for movie recommendation A Karras, C Karras arXiv preprint arXiv:2205.06296, 2022 | 7 | 2022 |
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 | 5 | 2023 |
Consensus Big Data Clustering for Bayesian Mixture Models C Karras, A Karras, KC Giotopoulos, M Avlonitis, S Sioutas Algorithms 16 (5), 245, 2023 | 5 | 2023 |
Query Optimization in NoSQL Databases Using an Enhanced Localized R-tree Index A Karras, C Karras, D Samoladas, KC Giotopoulos, S Sioutas Information Integration and Web Intelligence: 24th International Conference …, 2022 | 5 | 2022 |
Neuro-Fuzzy Employee Ranking System in the Public Sector D MICHALOPOULOS, A KARRAS, C KARRAS, S SIOUTAS, ... | 5 | 2022 |
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 | 4 | 2023 |