Georgios Vardakas

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Maximum Likelihood

Dissimilarity Matrix

Clustering Algorithm

Top Venues

Publications

Georgios Vardakas, John Pavlopoulos, Aristidis Likas
Revisiting Silhouette: From Micro to Macro Aggregation. CoRR (2024)
John Pavlopoulos, Maria Konstantinidou, Elpida Perdiki, Isabelle Marthot-Santaniello, Holger Essler, Georgios Vardakas, Aristidis Likas
Explainable dating of greek papyri images. Mach. Learn. 113 (9) (2024)
Georgios Vardakas, Aristidis Likas
Global k-means++: an effective relaxation of the global k-means clustering algorithm. Appl. Intell. 54 (19) (2024)
Georgios Vardakas, Ioannis Papakostas, Aristidis Likas
Deep Clustering Using the Soft Silhouette Score: Towards Compact and Well-Separated Clusters. CoRR (2024)
Georgios Vardakas, Aristidis Likas
Neural clustering based on implicit maximum likelihood. Neural Comput. Appl. 35 (29) (2023)
Georgios Vardakas, Argyris Kalogeratos, Aristidis Likas
UniForCE: The Unimodality Forest Method for Clustering and Estimation of the Number of Clusters. CoRR (2023)
John Pavlopoulos, Maria Konstantinidou, Georgios Vardakas, Isabelle Marthot-Santaniello, Elpida Perdiki, Dimitris Koutsianos, Aristidis Likas, Holger Essler
Explaining the Chronological Attribution of Greek Papyri Images. DS (2023)
Georgios Vardakas, Aristidis Likas
Global k-means++: an effective relaxation of the global k-means clustering algorithm. CoRR (2022)
Georgios Vardakas, Aristidis Likas
Implicit Maximum Likelihood Clustering. AIAI (2) (2022)