Pasi Fränti
Pasi Fränti
Professor of Computer Science, Univ Eastern Finland
Verified email at - Homepage
Cited by
Cited by
Outlier detection using k-nearest neighbour graph
V Hautamäki, I Kärkkäinen, P Fränti
IAPR International Conference on Pattern Recognition (ICPR) 3, 430-433, 2004
Iterative shrinking method for clustering problems
P Fränti, O Virmajoki
Pattern Recognition 39 (5), 761-775, 2006
Fast agglomerative clustering using a k-nearest neighbor graph
P Franti, O Virmajoki, V Hautamaki
IEEE transactions on pattern analysis and machine intelligence 28 (11), 1875 …, 2006
Real-time speaker identification and verification
T Kinnunen, E Karpov, P Franti
IEEE Transactions on Audio, Speech, and Language Processing 14 (1), 277-288, 2005
K-means properties on six clustering benchmark datasets
P Fränti, S Sieranoja
Applied Intelligence, 1-17, 2018
Compression of digital images by block truncation coding: a survey
P Fränti, O Nevalainen, T Kaukoranta
The Computer Journal 37 (4), 308-332, 1994
Randomised local search algorithm for the clustering problem
P Fränti, J Kivijärvi
Pattern Analysis & Applications 3 (4), 358-369, 2000
Eye-movements as a biometric
R Bednarik, T Kinnunen, A Mihaila, P Fränti
Scandinavian conference on image analysis, 780-789, 2005
How much can k-means be improved by using better initialization and repeats?
P Fränti, S Sieranoja
Pattern Recognition 93, 95-112, 2019
Improving k-means by outlier removal
V Hautamäki, S Cherednichenko, I Kärkkäinen, T Kinnunen, P Fränti
Scandinavian Conference on Image Analysis, 978-987, 2005
Genetic algorithms for large-scale clustering problems
P Fränti, J Kivijärvi, T Kaukoranta, O Nevalainen
The Computer Journal 40 (9), 547-554, 1997
Knee point detection in BIC for detecting the number of clusters
Q Zhao, V Hautamaki, P Fränti
International conference on advanced concepts for intelligent vision systems …, 2008
Time-series clustering by approximate prototypes
V Hautamaki, P Nykanen, P Franti
2008 19th International conference on pattern recognition, 1-4, 2008
Reduced-search dynamic programming for approximation of polygonal curves
A Kolesnikov, P Fränti
Pattern Recognition Letters 24 (14), 2243-2254, 2003
Set matching measures for external cluster validity
M Rezaei, P Fränti
IEEE Transactions on Knowledge and Data Engineering 28 (8), 2173-2186, 2016
WB-index: A sum-of-squares based index for cluster validity
Q Zhao, P Fränti
Data & Knowledge Engineering 92, 77-89, 2014
Voice activity detection using MFCC features and support vector machine
T Kinnunen, E Chernenko, M Tuononen, P Fränti, H Li
Int. Conf. on Speech and Computer (SPECOM07), Moscow, Russia 2, 556-561, 2007
A fast minimum spanning tree algorithm based on K-means
C Zhong, M Malinen, D Miao, P Fränti
Information Sciences 295, 1-17, 2015
Balanced k-means for clustering
MI Malinen, P Fränti
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2014
Sum-of-squares based cluster validity index and significance analysis
Q Zhao, M Xu, P Fränti
International Conference on Adaptive and Natural Computing Algorithms, 313-322, 2009
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