Pasi Fränti combines topics linked to Explained sum of squares and Coding (social sciences) with his work on Statistics. Pasi Fränti links relevant research areas such as Point (geometry), Block (permutation group theory) and Square (algebra) in the realm of Geometry. Pasi Fränti performs integrative Point (geometry) and Geometry research in his work. Pasi Fränti connects relevant research areas such as Heuristic and Simple (philosophy) in the domain of Epistemology. Pasi Fränti connects Heuristic with Algorithm in his research. Borrowing concepts from Iterative method, Pasi Fränti weaves in ideas under Algorithm. Simple (philosophy) is closely attributed to Epistemology in his work. His research on Artificial intelligence frequently connects to adjacent areas such as Biometrics. Pasi Fränti conducts interdisciplinary study in the fields of Cluster analysis and k-medians clustering through his works.
Pasi Fränti performs multidisciplinary study on Artificial intelligence and Speech recognition in his works. By researching both Algorithm and Mathematical optimization, Pasi Fränti produces research that crosses academic boundaries. Pasi Fränti undertakes multidisciplinary studies into Mathematical optimization and Algorithm in his work. Pasi Fränti combines Cluster analysis and Data mining in his studies. Pasi Fränti performs integrative study on Data mining and Cluster analysis. Pasi Fränti merges Statistics with Coding (social sciences) in his research. He conducted interdisciplinary study in his works that combined Coding (social sciences) and Statistics. He undertakes interdisciplinary study in the fields of Programming language and Cluster (spacecraft) through his works. He integrates Cluster (spacecraft) with Programming language in his study.
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Outlier detection using k-nearest neighbour graph
V. Hautamaki;I. Karkkainen;P. Franti.
international conference on pattern recognition (2004)
Iterative shrinking method for clustering problems
Pasi Fränti;Olli Virmajoki.
Pattern Recognition (2006)
Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph
P. Franti;O. Virmajoki;V. Hautamaki.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2006)
Real-time speaker identification and verification
T. Kinnunen;E. Karpov;P. Franti.
IEEE Transactions on Audio, Speech, and Language Processing (2006)
K-means properties on six clustering benchmark datasets
Pasi Fränti;Sami Sieranoja.
Applied Intelligence (2018)
How much can k-means be improved by using better initialization and repeats?
Pasi Fränti;Sami Sieranoja.
Pattern Recognition (2019)
Compression of Digital Images by Block Truncation Coding: A Survey
Pasi Fränti;Olli Nevalainen;Timo Kaukoranta.
The Computer Journal (1994)
Randomised Local Search Algorithm for the Clustering Problem
Pasi Fränti;Juha Kivijärvi.
Pattern Analysis and Applications (2000)
Eye-Movements as a biometric
Roman Bednarik;Tomi Kinnunen;Andrei Mihaila;Pasi Fränti.
scandinavian conference on image analysis (2005)
Improving k-means by outlier removal
Ville Hautamäki;Svetlana Cherednichenko;Ismo Kärkkäinen;Tomi Kinnunen.
scandinavian conference on image analysis (2005)
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