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SSPR
2004
Springer
15 years 6 months ago
Clustering Variable Length Sequences by Eigenvector Decomposition Using HMM
We present a novel clustering method using HMM parameter space and eigenvector decomposition. Unlike the existing methods, our algorithm can cluster both constant and variable leng...
Fatih Murat Porikli
89
Voted
ICDM
2003
IEEE
99views Data Mining» more  ICDM 2003»
15 years 6 months ago
Scalable Model-based Clustering by Working on Data Summaries
The scalability problem in data mining involves the development of methods for handling large databases with limited computational resources. In this paper, we present a two-phase...
Huidong Jin, Man Leung Wong, Kwong-Sak Leung
125
Voted
ICRA
2003
IEEE
222views Robotics» more  ICRA 2003»
15 years 6 months ago
Path planning using learned constraints and preferences
— In this paper we present a novel method for robot path planning based on learning motion patterns. A motion pattern is defined as the path that results from applying a set of ...
Gregory Dudek, Saul Simhon
87
Voted
DIGRA
2003
Springer
15 years 6 months ago
Uncle Roy all around you: mixing games and theatre on the city streets
We describe Uncle Roy All Around You, a mixture of game and theatre that took place in central London in late May and early June of 2003. Street players, equipped with handheld co...
Martin Flintham, Rob Anastasi, Steve Benford, Adam...
ISMIR
2003
Springer
161views Music» more  ISMIR 2003»
15 years 5 months ago
Improving polyphonic and poly-instrumental music to score alignment
Music alignment links events in a score and points on the audio performance time axis. All the parts of a recording can be thus indexed according to score information. The automat...
Ferréol Soulez, Xavier Rodet, Diemo Schwarz