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ICMCS
2005
IEEE
139views Multimedia» more  ICMCS 2005»
16 years 1 months ago
Rapid Feature Space Speaker Adaptation for Multi-Stream HMM-Based Audio-Visual Speech Recognition
Multi-stream hidden Markov models (HMMs) have recently been very successful in audio-visual speech recognition, where the audio and visual streams are fused at the final decision...
Jing Huang, Etienne Marcheret, Karthik Visweswaria...
203
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PASTE
2005
ACM
16 years 29 days ago
MonDe: safe updating through monitored deployment of new component versions
Safely updating software at remote sites is a cautious balance of enabling new functionality and avoiding adverse effects on existing functionality. A useful first step in this p...
Jonathan E. Cook, Alessandro Orso
234
Voted
ECAI
2010
Springer
15 years 4 months ago
Feature Selection by Approximating the Markov Blanket in a Kernel-Induced Space
The proposed feature selection method aims to find a minimum subset of the most informative variables for classification/regression by efficiently approximating the Markov Blanket ...
Qiang Lou, Zoran Obradovic
174
Voted
ICML
2005
IEEE
16 years 8 months ago
Closed-form dual perturb and combine for tree-based models
This paper studies the aggregation of predictions made by tree-based models for several perturbed versions of the attribute vector of a test case. A closed-form approximation of t...
Pierre Geurts, Louis Wehenkel
ICSM
1998
IEEE
15 years 11 months ago
Analysis of Programs with Exception-Handling Constructs
Analysis techniques, such as control-flow, data-flow, and control-dependence, are used for a variety of maintenance tasks, including regression testing, dynamic execution profilin...
Saurabh Sinha, Mary Jean Harrold