Nikolaos Tsapanos

According to our database, Nikolaos Tsapanos authored at least 13 papers between 2008 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Neurons With Paraboloid Decision Boundaries for Improved Neural Network Classification Performance.

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas

IEEE Trans. Neural Networks Learn. Syst., 2019

2018

Big Data Clustering with Kernel <i>k</i>-Means: Resources, Time and Performance.

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas

Int. J. Artif. Intell. Tools, 2018

2016

Efficient MapReduce Kernel k-Means for Big Data Clustering.

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas

Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016

2015

Τεχνικές ομαδοποίησης και ταξινόμησης με εφαρμογές στην ανθρωποκεντρική ανάλυση εικόνων και εικονοσειρών

Nikolaos Tsapanos

PhD thesis, 2015

A distributed framework for trimmed Kernel k-Means clustering.

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas

Pattern Recognit., 2015

Distributed, MapReduce-Based Nearest Neighbor and E-Ball Kernel k-Means.

Nikolaos Tsapanos, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Kernel matrix trimming for improved Kernel K-means clustering.

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Fast Kernel Matrix Computation for Big Data Clustering.

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Alexandros Iosifidis, Ioannis Pitas

Proceedings of the International Conference on Computational Science, 2015

2014

Large graph clustering using DCT-based graph clustering.

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Big Data, 2014

2012

Shape matching using a binary search tree structure of weak classifiers.

Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas

Pattern Recognit., 2012

2010

Online shape learning using binary search trees.

Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas

Image Vis. Comput., 2010

Dynamic Shape Learning and Forgetting.

Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2008

An Online Self-Balancing Binary Search Tree for Hierarchical Shape Matching.

Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008