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PKDD
2005
Springer
85views Data Mining» more  PKDD 2005»
15 years 5 months ago
Improving Generalization by Data Categorization
In most of the learning algorithms, examples in the training set are treated equally. Some examples, however, carry more reliable or critical information about the target than the ...
Ling Li, Amrit Pratap, Hsuan-Tien Lin, Yaser S. Ab...
SIGADA
2005
Springer
15 years 5 months ago
The affordable application of formal methods to software engineering
The purpose of this research paper is to examine (1) why formal methods are required for software systems today; (2) the Praxis High Integrity Systems’ Correctness-by-Constructi...
James F. Davis
IVC
2006
187views more  IVC 2006»
14 years 11 months ago
Dynamics of facial expression extracted automatically from video
We present a systematic comparison of machine learning methods applied to the problem of fully automatic recognition of facial expressions, including AdaBoost, support vector mach...
Gwen Littlewort, Marian Stewart Bartlett, Ian R. F...
ICIP
2005
IEEE
16 years 1 months ago
Novel likelihood estimation technique based on boosting detector
This paper presents novel likelihood estimation to be used for particle filter based object tracking. The likelihood estimation is built upon cascade object detector trained with ...
Haijing Wang, Peihua Li, Tianwen Zhang
AMFG
2005
IEEE
293views Biometrics» more  AMFG 2005»
15 years 5 months ago
How to Train a Classifier Based on the Huge Face Database?
The development of web and digital camera nowadays has made it easier to collect more than hundreds of thousands of examples. How to train a face detector based on the collected en...
Jie Chen, Ruiping Wang, Shengye Yan, Shiguang Shan...