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ICML
2009
IEEE
16 years 4 months ago
Matrix updates for perceptron training of continuous density hidden Markov models
In this paper, we investigate a simple, mistakedriven learning algorithm for discriminative training of continuous density hidden Markov models (CD-HMMs). Most CD-HMMs for automat...
Chih-Chieh Cheng, Fei Sha, Lawrence K. Saul
99
Voted
HICSS
2009
IEEE
101views Biometrics» more  HICSS 2009»
15 years 10 months ago
A Cost-Based Model for Improving Customer Waiting Times
The effective management of a service organization requires measuring system performance on many attributes. Customer waiting time is inherent to nearly all service operations and...
Alfred L. Guiffrida, Michael J. Messina
AAIM
2009
Springer
118views Algorithms» more  AAIM 2009»
15 years 10 months ago
A More Relaxed Model for Graph-Based Data Clustering: s-Plex Editing
We introduce the s-Plex Editing problem generalizing the well-studied Cluster Editing problem, both being NP-hard and both being motivated by graph-based data clustering. Instead o...
Jiong Guo, Christian Komusiewicz, Rolf Niedermeier...
131
Voted
ATVA
2009
Springer
172views Hardware» more  ATVA 2009»
15 years 10 months ago
Symbolic CTL Model Checking of Asynchronous Systems Using Constrained Saturation
Abstract. The saturation state-space generation algorithm has demonstrated clear improvements over state-of-the-art symbolic methods for asynchronous systems. This work is motivate...
Yang Zhao, Gianfranco Ciardo
DASFAA
2008
IEEE
150views Database» more  DASFAA 2008»
15 years 9 months ago
Approximate Clustering of Time Series Using Compact Model-Based Descriptions
Clustering time series is usually limited by the fact that the length of the time series has a significantly negative influence on the runtime. On the other hand, approximative c...
Hans-Peter Kriegel, Peer Kröger, Alexey Pryak...