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ORCIDNikolaos Tsapanos
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2010 – 2019
- 2019
[j5]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): 284-294 (2019)- 2018
- [j4]Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
Big Data Clustering with Kernel k-Means: Resources, Time and Performance. Int. J. Artif. Intell. Tools 27(4): 1860006:1-1860006:18 (2018) - 2016
- [c7]Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
Efficient MapReduce Kernel k-Means for Big Data Clustering. SETN 2016: 28:1-28:5 - 2015
- [b1]Nikolaos Tsapanos:
Τεχνικές ομαδοποίησης και ταξινόμησης με εφαρμογές στην ανθρωποκεντρική ανάλυση εικόνων και εικονοσειρών. Aristotle University Of Thessaloniki, Greece, 2015 - [j3]Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
A distributed framework for trimmed Kernel k-Means clustering. Pattern Recognit. 48(8): 2685-2698 (2015) - [c6]Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Alexandros Iosifidis, Ioannis Pitas:
Fast Kernel Matrix Computation for Big Data Clustering. ICCS 2015: 2445-2452 - [c5]Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
Kernel matrix trimming for improved Kernel K-means clustering. ICIP 2015: 2285-2289 - [c4]Nikolaos Tsapanos, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas:
Distributed, MapReduce-Based Nearest Neighbor and E-Ball Kernel k-Means. SSCI 2015: 509-515 - 2014
- [c3]Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
Large graph clustering using DCT-based graph clustering. CIBD 2014: 108-111 - 2012
- [j2]Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
Shape matching using a binary search tree structure of weak classifiers. Pattern Recognit. 45(6): 2363-2376 (2012) - 2010
- [j1]Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas:
Online shape learning using binary search trees. Image Vis. Comput. 28(7): 1146-1154 (2010) - [c2]Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas:
Dynamic Shape Learning and Forgetting. ICANN (3) 2010: 333-338
2000 – 2009
- 2008
- [c1]Nikolaos Tsapanos, Anastasios Tefas, Ioannis Pitas:
An Online Self-Balancing Binary Search Tree for Hierarchical Shape Matching. VISAPP (1) 2008: 591-597
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