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KDD
2009
ACM
150views Data Mining» more  KDD 2009»
14 years 9 months ago
Information theoretic regularization for semi-supervised boosting
We present novel semi-supervised boosting algorithms that incrementally build linear combinations of weak classifiers through generic functional gradient descent using both labele...
Lei Zheng, Shaojun Wang, Yan Liu, Chi-Hoon Lee
SMC
2007
IEEE
100views Control Systems» more  SMC 2007»
14 years 3 months ago
Text categorization based on the ratio of word frequency in each categories
— In the present paper, we consider the automatic text categorization as a series of information processing and propose a new classification technique called the Frequency Ratio ...
Makoto Suzuki, Shigeichi Hirasawa
WOWMOM
2006
ACM
111views Multimedia» more  WOWMOM 2006»
14 years 3 months ago
An Experimental Testbed and Methodology for Characterizing IEEE 802.11 Network Cards
— It has been observed that IEEE 802.11 commercial cards produced by different vendors show a different behavior in terms of perceived throughput or access delay. Performance dif...
Antonio Di Stefano, Giovanni Terrazzino, Luca Scal...
ECAL
2005
Springer
14 years 2 months ago
Comparative Reproduction Schemes for Evolving Gathering Collectives
This research investigates an evolutionary approach to engineering agent collectives that accomplish tasks cooperatively. In general, reproduction and selection form the two corner...
A. E. Eiben, Geoff Nitschke, Martijn C. Schut
HICSS
2003
IEEE
123views Biometrics» more  HICSS 2003»
14 years 2 months ago
A Two-Level Approach to Making Class Predictions
In this paper we propose a new two-level methodology for assessing countries’/companies’ economic/financial performance. The methodology is based on two major techniques of gr...
Adrian Costea, Tomas Eklund