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JMLR
2008
123views more  JMLR 2008»
15 years 4 months ago
Optimization Techniques for Semi-Supervised Support Vector Machines
Due to its wide applicability, the problem of semi-supervised classification is attracting increasing attention in machine learning. Semi-Supervised Support Vector Machines (S3VMs...
Olivier Chapelle, Vikas Sindhwani, S. Sathiya Keer...
JSAC
2006
93views more  JSAC 2006»
15 years 4 months ago
Multiuser Margin Optimization in Digital Subscriber Line (DSL) Channels
Abstract--This paper presents efficient multiuser margin optimization algorithms suitable for multicarrier digital subscriber line (DSL) systems using Dynamic Spectrum Management (...
Saswat Panigrahi, Yang Xu, Tho Le-Ngoc
ENTCS
2007
98views more  ENTCS 2007»
15 years 4 months ago
Type Systems for Optimizing Stack-based Code
We give a uniform type-systematic account of a number of optimizations and the underlying analyses for a bytecode-like stack-based low-level language, including analysis soundness...
Ando Saabas, Tarmo Uustalu
JIPS
2007
92views more  JIPS 2007»
15 years 4 months ago
Optimization of Domain-Independent Classification Framework for Mood Classification
In this paper, we introduce a domain-independent classification framework based on both k-nearest neighbor and Naïve Bayesian classification algorithms. The architecture of our s...
Sung-Pil Choi, Yuchul Jung, Sung-Hyon Myaeng
COMCOM
2004
114views more  COMCOM 2004»
15 years 4 months ago
WFI optimized PWGPS for wireless IP networks
The worst-case fairness index (WFI) has proved to be an important metric in the provision of fairness and bounded delay in both wired and wireless networks. A feature of wireless l...
Fei Xiang, Alan Marshall, Junzhou Luo