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» Improving Generalization by Data Categorization
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MCS
2001
Springer
15 years 11 months ago
Input Decimation Ensembles: Decorrelation through Dimensionality Reduction
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
Nikunj C. Oza, Kagan Tumer
DOLAP
2000
ACM
15 years 11 months ago
Analyzing Clickstreams Using Subsessions
Analyzing data obtained from web server logs, so-called “clickstreams”, is rapidly becoming one of the most important activities for companies in any sector as most businesses...
Jesper Andersen, Anders Giversen, Allan H. Jensen,...
MICRO
1998
IEEE
139views Hardware» more  MICRO 1998»
15 years 11 months ago
Better Global Scheduling Using Path Profiles
Path profiles record the frequencies of execution paths through a program. Until now, the best global instruction schedulers have relied upon profile-gathered frequencies of condi...
Cliff Young, Michael D. Smith
SIGMETRICS
1994
ACM
113views Hardware» more  SIGMETRICS 1994»
15 years 10 months ago
Shade: A Fast Instruction-Set Simulator for Execution Profiling
Shade is an instruction-set simulator and custom trace generator. Application programs are executed and traced under the control of a user-supplied trace analyzer. To reduce commu...
Robert F. Cmelik, David Keppel
SIGMOD
1997
ACM
113views Database» more  SIGMOD 1997»
15 years 10 months ago
Size Separation Spatial Join
The Partitioned Based Spatial-Merge Join (PBSM) of Patel and DeWitt and the Size Separation Spatial Join (S3 J) of Koudas and Sevcik are considered to be among the most efficient ...
Nick Koudas, Kenneth C. Sevcik