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SDM
2004
SIAM
214views Data Mining» more  SDM 2004»
13 years 10 months ago
Making Time-Series Classification More Accurate Using Learned Constraints
It has long been known that Dynamic Time Warping (DTW) is superior to Euclidean distance for classification and clustering of time series. However, until lately, most research has...
Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh
INTERACT
2003
13 years 10 months ago
Godzilla: Seamless 2D and 3D Sketch Environment for Reflective and Creative Design Work
The rapid development of information technology has enabled many systems that support creative work. However, it has gradually become obvious that the latest information systems h...
Shun'ichi Tano, T. Kodera, T. Nakashima, I. Kawano...
WCE
2007
13 years 10 months ago
A Model for the Statistical Distribution of Road Vehicle Vibrations
— This paper presents the initial results of a study aimed at improving the method by which the vibrations produced by transport vehicles are characterised and simulated. More sp...
Manuel-Alfredo Garcia-Romeu-Martinez, Vincent Roui...
DAGSTUHL
2009
13 years 10 months ago
Learning Highly Structured Manifolds: Harnessing the Power of SOMs
Abstract. In this paper we elaborate on the challenges of learning manifolds that have many relevant clusters, and where the clusters can have widely varying statistics. We call su...
Erzsébet Merényi, Kadim Tasdemir, Li...
ATAL
2010
Springer
13 years 9 months ago
Inter-robot transfer learning for perceptual classification
We introduce the novel problem of inter-robot transfer learning for perceptual classification of objects, where multiple heterogeneous robots communicate and transfer learned obje...
Zsolt Kira