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
K-means properties on six clustering benchmark datasets
P Fränti, S Sieranoja
Applied Intelligence, 1-17, 2018
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
How much can k-means be improved by using better initialization and repeats?
P Fränti, S Sieranoja
Pattern Recognition 93, 95-112, 2019
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
Eye-movements as a biometric
R Bednarik, T Kinnunen, A Mihaila, P Fränti
Image Analysis: 14th Scandinavian Conference, SCIA 2005, Joensuu, Finland …, 2005
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, 358-369, 2000
Improving k-means by outlier removal
V Hautamäki, S Cherednichenko, I Kärkkäinen, T Kinnunen, P Fränti
Image Analysis: 14th Scandinavian Conference, SCIA 2005, Joensuu, Finland …, 2005
Set matching measures for external cluster validity
M Rezaei, P Fränti
IEEE transactions on knowledge and data engineering 28 (8), 2173-2186, 2016
Time-series clustering by approximate prototypes
V Hautamaki, P Nykanen, P Franti
2008 19th International conference on pattern recognition, 1-4, 2008
Balanced K-Means for Clustering
MI Malinen, P Fränti
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2014
WB-index: A sum-of-squares based index for cluster validity
Q Zhao, P Fränti
Data & Knowledge Engineering 92, 77-89, 2014
Knee point detection in BIC for detecting the number of clusters
Q Zhao, V Hautamaki, P Fränti
Advanced Concepts for Intelligent Vision Systems: 10th International …, 2008
Genetic algorithms for large-scale clustering problems
P Fränti, J Kivijärvi, T Kaukoranta, O Nevalainen
The Computer Journal 40 (9), 547-554, 1997
Sum-of-squares based cluster validity index and significance analysis
Q Zhao, M Xu, P Fränti
Adaptive and Natural Computing Algorithms: 9th International Conference …, 2009
A fast minimum spanning tree algorithm based on K-means
C Zhong, M Malinen, D Miao, P Fränti
Information Sciences 295, 1-17, 2015
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
Reduced-search dynamic programming for approximation of polygonal curves
A Kolesnikov, P Fränti
Pattern Recognition Letters 24 (14), 2243-2254, 2003
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