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ESANN
2006
14 years 11 months ago
Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
SODA
1997
ACM
93views Algorithms» more  SODA 1997»
14 years 11 months ago
Fast Approximate Graph Partitioning Algorithms
We study graph partitioning problems on graphs with edge capacities and vertex weights. The problems of b-balanced cuts and k-balanced partitions are unified into a new problem ca...
Guy Even, Joseph Naor, Satish Rao, Baruch Schieber
SOSP
1997
ACM
14 years 11 months ago
Frangipani: A Scalable Distributed File System
The idealdistributed file system wouldprovide all its userswith coherent,shared access tothe samesetoffiles,yetwould be arbitrarily scalable to provide more storage space and hi...
Chandramohan A. Thekkath, Timothy Mann, Edward K. ...
CCS
2010
ACM
14 years 10 months ago
Sidebuster: automated detection and quantification of side-channel leaks in web application development
A web application is a "two-part" program, with its components deployed both in the browser and in the web server. The communication between these two components inevita...
Kehuan Zhang, Zhou Li, Rui Wang 0010, XiaoFeng Wan...
ENVSOFT
2008
78views more  ENVSOFT 2008»
14 years 9 months ago
A general water supply planning model: Evaluation of decentralized treatment
Increasing population, diminishing supplies and variable climatic conditions can cause difficulties in meeting water demands; especially in arid regions where water resources are ...
G. Chung, K. Lansey, P. Blowers, P. Brooks, W. Ela...