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KDD
2009
ACM
170views Data Mining» more  KDD 2009»
16 years 3 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
KDD
2005
ACM
166views Data Mining» more  KDD 2005»
16 years 3 months ago
A general model for clustering binary data
Clustering is the problem of identifying the distribution of patterns and intrinsic correlations in large data sets by partitioning the data points into similarity classes. This p...
Tao Li
KDD
2003
ACM
157views Data Mining» more  KDD 2003»
16 years 3 months ago
Cross-training: learning probabilistic mappings between topics
Classification is a well-established operation in text mining. Given a set of labels A and a set DA of training documents tagged with these labels, a classifier learns to assign l...
Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godb...
HPCA
2006
IEEE
16 years 3 months ago
Construction and use of linear regression models for processor performance analysis
Processor architects have a challenging task of evaluating a large design space consisting of several interacting parameters and optimizations. In order to assist architects in ma...
P. J. Joseph, Kapil Vaswani, Matthew J. Thazhuthav...
HPCA
2005
IEEE
16 years 3 months ago
Characterizing and Comparing Prevailing Simulation Techniques
Due to the simulation time of the reference input set, architects often use alternative simulation techniques. Although these alternatives reduce the simulation time, what has not...
Joshua J. Yi, Sreekumar V. Kodakara, Resit Sendag,...
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