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ORCIDSpyridoula D. Xenaki
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Books and Theses
- 2017
[b1]Spyridoula D. Xenaki:
Advances in possibilistic clustering with application to hyperspectral image processing. National and Kapodistrian University of Athens, Greece, 2017
Journal Articles
- 2018
- [j3]Konstantinos D. Koutroumbas, Spyridoula D. Xenaki
, Athanasios A. Rontogiannis:
On the Convergence of the Sparse Possibilistic C-Means Algorithm. IEEE Trans. Fuzzy Syst. 26(1): 324-337 (2018) - 2016
- [j2]Spyridoula D. Xenaki, Konstantinos D. Koutroumbas, Athanasios A. Rontogiannis:
A Novel Adaptive Possibilistic Clustering Algorithm. IEEE Trans. Fuzzy Syst. 24(4): 791-810 (2016) - [j1]Spyridoula D. Xenaki, Konstantinos D. Koutroumbas, Athanasios A. Rontogiannis:
Sparsity-Aware Possibilistic Clustering Algorithms. IEEE Trans. Fuzzy Syst. 24(6): 1611-1626 (2016)
Conference and Workshop Papers
- 2018
- [c9]Spyridoula D. Xenaki, Konstantinos D. Koutroumbas, Athanasios A. Rontogiannis:
A Novel Online Generalized Possibilistic Clustering Algorithm for Big Data Processing. EUSIPCO 2018: 2628-2632 - [c8]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis:
Generalized Adaptive Possibilistic C-Means Clustering Algorithm. SETN 2018: 13:1-13:10 - 2016
- [c7]Spyridoula D. Xenaki, Konstantinos D. Koutroumbas, Athanasios A. Rontogiannis:
Hyperspectral image clustering using a novel efficient online possibilistic algorithm. EUSIPCO 2016: 2020-2024 - [c6]Konstantinos Koutroumbas, Spyridoula D. Xenaki, Athanasios A. Rontogiannis:
Detecting hyperplane clusters with adaptive possibilistic clustering. SETN 2016: 18:1-18:7 - 2015
- [c5]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis, Olga A. Sykioti:
A new sparsity-aware feature selection method for hyperspectral image clustering. IGARSS 2015: 445-448 - 2014
- [c4]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis:
Sparse adaptive possibilistic clustering. ICASSP 2014: 3072-3076 - [c3]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis, Olga Sykioti:
A layered sparse adaptive possibilistic approach for hyperspectral image clustering. IGARSS 2014: 2890-2893 - [c2]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis:
Sequential Sparse Adaptive Possibilistic Clustering. SETN 2014: 29-42 - 2013
- [c1]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis:
Adaptive possibilistic clustering. ISSPIT 2013: 422-427
Informal and Other Publications
- 2015
- [i3]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis:
On the convergence of the sparse possibilistic c-means algorithm. CoRR abs/1508.01057 (2015) - [i2]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis:
Sparsity-aware Possibilistic Clustering Algorithms. CoRR abs/1510.04493 (2015) - 2014
- [i1]Spyridoula D. Xenaki, Konstantinos Koutroumbas, Athanasios A. Rontogiannis:
A Novel Adaptive Possibilistic Clustering Algorithm. CoRR abs/1412.3613 (2014)
Coauthor Index
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