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ISVC
2005
Springer
16 years 22 days ago
A Hybrid HMM/DPA Adaptive Gesture Recognition Method
We present a hybrid classification method applicable to gesture recognition. The method combines elements of Hidden Markov Models (HMM) and various Dynamic Programming Alignment (...
Stjepan Rajko, Gang Qian
UML
2005
Springer
16 years 21 days ago
Refactoring OCL Annotated UML Class Diagrams
Refactoring of UML class diagrams is an emerging research topic and heavily inspired by refactoring of program code written in object-oriented implementation languages. Current cla...
Slavisa Markovic, Thomas Baar
ICML
2004
IEEE
16 years 20 days ago
Kernel-based discriminative learning algorithms for labeling sequences, trees, and graphs
We introduce a new perceptron-based discriminative learning algorithm for labeling structured data such as sequences, trees, and graphs. Since it is fully kernelized and uses poin...
Hisashi Kashima, Yuta Tsuboi
AI
2004
Springer
16 years 19 days ago
The Reconstruction of the Interleaved Sessions from a Server Log
Session reconstruction is an essential step in Web usage mining. The quality of reconstructed sessions affects the result of Web usage mining. This paper presents a new approach o...
John Zhong Lei, Ali A. Ghorbani
ICA
2004
Springer
16 years 18 days ago
Underdetermined Source Separation with Structured Source Priors
Abstract. We consider the source extraction problem for stereo instantaneous musical mixtures with more than two sources. We prove that usual separation methods based only on spati...
Emmanuel Vincent, Xavier Rodet