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MCS
2007
Springer
16 years 22 days ago
Stopping Criteria for Ensemble-Based Feature Selection
Selecting the optimal number of features in a classifier ensemble normally requires a validation set or cross-validation techniques. In this paper, feature ranking is combined with...
Terry Windeatt, Matthew Prior
ICDE
2006
IEEE
135views Database» more  ICDE 2006»
16 years 19 days ago
A Day in the Life of a Metamorphic Petrologist
— In this paper, we describe the functionality of a toolkit for sharing and long-term use of different types of geological data sets across disciplines. Our tools allow users to ...
Sibel Adali, Bouchra Bouqata, Adam Marcus 0002, Fr...
NCA
2005
IEEE
16 years 5 days ago
Slingshot: Time-Critical Multicast for Clustered Applications
Datacenters are complex environments consisting of thousands of failure-prone commodity components connected by fast, high-capacity interconnects. The software running on such dat...
Mahesh Balakrishnan, Stefan Pleisch, Ken Birman
ACIVS
2005
Springer
16 years 4 days ago
Gender Classification in Human Gait Using Support Vector Machine
We describe an automated system that classifies gender by utilising a set of human gait data. The gender classification system consists of three stages: i) detection and extraction...
Jang-Hee Yoo, Doosung Hwang, Mark S. Nixon
ISNN
2004
Springer
15 years 12 months ago
Progressive Principal Component Analysis
Abstract. Principal Component Analysis (PCA) is a feature extraction approach directly based on a whole vector pattern and acquires a set of projections that can realize the best r...
Jun Liu, Songcan Chen, Zhi-Hua Zhou