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» Ensembles of biased classifiers
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KDD
2009
ACM
170views Data Mining» more  KDD 2009»
15 years 11 months ago
Genre-based decomposition of email class noise
Corruption of data by class-label noise is an important practical concern impacting many classification problems. Studies of data cleaning techniques often assume a uniform label ...
Aleksander Kolcz, Gordon V. Cormack
IEEEIAS
2009
IEEE
15 years 5 months ago
Threats Identification in Healthcare Information Systems Using Genetic Algorithm and Cox Regression
: Threats to information security for healthcare information system increased tremendously. There are various factors that contribute to information security threats, many research...
Rabiah Ahmad, Ganthan Narayana Samy, Nuzulha Khilw...
DASFAA
2008
IEEE
120views Database» more  DASFAA 2008»
15 years 5 months ago
Knowledge Transferring Via Implicit Link Analysis
In this paper, we design a local classification algorithm using implicit link analysis, considering the situation that the labeled and unlabeled data are drawn from two different ...
Xiao Ling, Wenyuan Dai, Gui-Rong Xue, Yong Yu
AIRS
2005
Springer
15 years 4 months ago
A Probabilistic Model for Music Recommendation Considering Audio Features
In order to make personalized recommendations, many collaborative music recommender systems (CMRS) focused on capturing precise similarities among users or items based on user hist...
Qing Li, Sung-Hyon Myaeng, Donghai Guan, Byeong Ma...
CHES
2005
Springer
87views Cryptology» more  CHES 2005»
15 years 4 months ago
Templates as Master Keys
We introduce two new attacks: the single-bit template attack and the template-enhanced DPA attack. The single-bit template attack can be used very effectively to classify even sin...
Dakshi Agrawal, Josyula R. Rao, Pankaj Rohatgi, Ka...