Spyridoula D. Xenaki

National Observatory of Athens — Greece

Computer Science · Physical Sciences

6h-index162citations14works0.02yr avg
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Research Topics

Advanced Clustering Algorithms Research(9), Face and Expression Recognition(8), Remote-Sensing Image Classification(5), Remote Sensing and Land Use(3), Complex Network Analysis Techniques(2)

Publications14 total

A Novel Online Generalized Possibilistic Clustering Algorithm for Big Data Processing
2018· 3 cited
Generalized Adaptive Possibilistic C-Means Clustering Algorithm
2018· 4 cited
On the Convergence of the Sparse Possibilistic C-Means Algorithm
IEEE Transactions on Fuzzy Systems·2017· 27 cited
Hyperspectral image clustering using a novel efficient online possibilistic algorithm
2016· 2 cited
Detecting hyperplane clusters with adaptive possibilistic clustering
2016· 2 cited
Sparsity-Aware Possibilistic Clustering Algorithms
IEEE Transactions on Fuzzy Systems·2016· 37 cited
Sparsity-aware Possibilistic Clustering Algorithms
arXiv (Cornell University)·2015Open Access
A Novel Adaptive Possibilistic Clustering Algorithm
IEEE Transactions on Fuzzy Systems·2015· 60 citedOpen Access
On the convergence of the sparse possibilistic c-means algorithm
arXiv (Cornell University)·2015· 1 citedOpen Access
A new sparsity-aware feature selection method for hyperspectral image clustering
2015· 6 cited
A layered sparse adaptive possibilistic approach for hyperspectral image clustering
2014· 5 cited
Sparse adaptive possibilistic clustering
2014· 8 cited
Sequential Sparse Adaptive Possibilistic Clustering
Lecture notes in computer science·2014· 1 cited
Adaptive possibilistic clustering
2013· 6 cited

Frequent Co-authors

Konstantinos Koutroumbas(14), Athanasios A. Rontogiannis(14), Olga Sykioti(2)