Nikolaos Tsapanos

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 3

Top Topics

Training Samples

Support Vectors

Top Venues

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas
Neurons With Paraboloid Decision Boundaries for Improved Neural Network Classification Performance. IEEE Trans. Neural Networks Learn. Syst. 30 (1) (2019)
Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas
-Means: Resources, Time and Performance. Int. J. Artif. Intell. Tools 27 (4) (2018)
Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas
Efficient MapReduce Kernel k-Means for Big Data Clustering. SETN (2016)
Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas
Kernel matrix trimming for improved Kernel K-means clustering. ICIP (2015)
Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas
A distributed framework for trimmed Kernel k-Means clustering. Pattern Recognit. 48 (8) (2015)
Nikolaos Tsapanos, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Distributed, MapReduce-Based Nearest Neighbor and E-Ball Kernel k-Means. SSCI (2015)
Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Alexandros Iosifidis, Ioannis Pitas
Fast Kernel Matrix Computation for Big Data Clustering. ICCS (2015)
Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas
Large graph clustering using DCT-based graph clustering. CIBD (2014)
Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas
Shape matching using a binary search tree structure of weak classifiers. Pattern Recognit. 45 (6) (2012)
Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas
Online shape learning using binary search trees. Image Vis. Comput. 28 (7) (2010)
Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas
Dynamic Shape Learning and Forgetting. ICANN (3) (2010)
Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas
An Online Self-Balancing Binary Search Tree for Hierarchical Shape Matching. VISAPP (1) (2008)