Vardakas, Georgios

1. Deep Clustering Using the Soft Silhouette Score: Towards Compact and Well-Separated Clusters
   2024/02/01 by Georgios Vardakas, Vardakas, Georgios, Ioannis Papakostas +3 · 2 citations
   Computer Science · #Advanced Clustering Algorithms Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Revisiting Silhouette Aggregation
   2024/01/11 by John Pavlopoulos, Georgios Vardakas, Pavlopoulos, John +3 · 2 citations
   Computer Science · Mathematics · #Advanced Clustering Algorithms Research #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)
3. Global k-means++: an effective relaxation of the global k-means clustering algorithm
   2022/11/22 by Georgios Vardakas, Aristidis Likas, Vardakas, Georgios +1 · 1 citation
   Computer Science · #Advanced Clustering Algorithms Research #Data Management and Algorithms #Data Mining Algorithms and Applications
4. Universal description of the Neutron Star's surface and its key global properties: A Machine Learning Approach for nonrotating and rapidly rotating stellar models
   2025/01/30 by G. Papigkiotis, Papigkiotis, Grigorios, Georgios Vardakas +5 · 2 citations
   Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Astrophysical Phenomena (astro-ph.HE) #Pulsars and Gravitational Waves Research #Stellar, planetary, and galactic studies