| Autoclust: A framework for automated clustering based on cluster validity indices Y Poulakis, C Doulkeridis, D Kyriazis 2020 IEEE International Conference on Data Mining (ICDM), 1220-1225, 2020 | 50 | 2020 |
| An environmentally-sustainable dimensioning workbench towards dynamic resource allocation in cloud-computing environments A Karabetian, A Kiourtis, K Voulgaris, P Karamolegkos, Y Poulakis, ... 2022 13th international conference on information, intelligence, systems …, 2022 | 21 | 2022 |
| An autoscaling platform supporting graph data modelling big data analytics A Kiourtis, P Karamolegkos, A Karabetian, K Voulgaris, Y Poulakis, ... Advances in Informatics, Management and Technology in Healthcare, 376-379, 2022 | 21 | 2022 |
| A survey on automl methods and systems for clustering Y Poulakis, C Doulkeridis, D Kyriazis ACM Transactions on Knowledge Discovery from Data 18 (5), 1-30, 2024 | 19 | 2024 |
| Knowledge graphs and interoperability techniques for hybrid-cloud deployment of faas applications G Fatouros, Y Poulakis, A Polyviou, S Tsarsitalidis, G Makridis, J Soldatos, ... 2022 IEEE International Conference on Cloud Computing Technology and Science …, 2022 | 9 | 2022 |
| A comparison of container systems for machine learning scenarios: Docker and podman K Voulgaris, A Kiourtis, A Karabetian, P Karamolegkos, Y Poulakis, ... 2022 2nd international conference on computers and automation (compauto …, 2022 | 5 | 2022 |
| Data processing tools for graph data modelling big data analytics K Voulgaris, A Kiourtis, P Karamolegkos, A Karabetian, Y Poulakis, ... 2022 13th international congress on advanced applied informatics winter …, 2022 | 3 | 2022 |
| Hocc: an ontology for holistic description of cluster settings Y Poulakis, G Fatouros, G Kousiouris, D Kyriazis International Conference on the Economics of Grids, Clouds, Systems, and …, 2022 | 3 | 2022 |
| Diastema: data-driven stack for big data applications management and deployment A Kiourtis, Y Poulakis, P Karamolegkos, A Karabetian, K Voulgaris, ... International Journal of Big Data Management 3 (1), 1-27, 2023 | 2 | 2023 |
| Dataset2Graph: A GNN-based Methodology for AutoML for Clustering E Dilmperis, Y Poulakis, D Petratos, C Doulkeridis Proceedings of the Workshop on Data Management for End-to-End Machine …, 2025 | 1 | 2025 |
| Mathblock: Performing complex mathematical operations on synthetic data P Karamolegkos, A Kiourtis, A Karabetian, K Voulgaris, Y Poulakis, ... 2023 15th International Conference on Computer Research and Development …, 2023 | 1 | 2023 |
| An AutoML Approach for Bike Demand Forecasting and Redistribution D Petratos, Y Poulakis, IG Pedralba, CA Garcia, C Doulkeridis International Conference on Intelligent Transport Systems, 145-161, 2024 | | 2024 |
| PyClust: Building Meta-learning Repositories for Clustering Y Poulakis, D Petratos, C Doulkeridis | | |
