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SDM
2010
SIAM
165views Data Mining» more  SDM 2010»
15 years 7 months ago
Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class
The Passive Aggressive framework [1] is a principled approach to online linear classification that advocates minimal weight updates i.e., the least required so that the current tr...
Shin Matsushima, Nobuyuki Shimizu, Kazuhiro Yoshid...
CORR
2007
Springer
111views Education» more  CORR 2007»
15 years 6 months ago
Link Scheduling in STDMA Wireless Networks: A Line Graph Approach
—We consider point to point link scheduling in Spatial Time Division Multiple Access (STDMA) wireless networks under the physical interference model. We propose a novel link sche...
N. Praneeth Kumar, Ashutosh Deepak Gore, Abhay Kar...
NETWORKING
2008
15 years 7 months ago
Adaptive Multi-topology IGP Based Traffic Engineering with Near-Optimal Network Performance
In this paper we present an intelligent multi-topology IGP (MT-IGP) based intra-domain traffic engineering (TE) scheme that is able to handle unexpected traffic fluctuations with n...
Ning Wang, Kin-Hon Ho, George Pavlou
ICCV
2009
IEEE
1419views Computer Vision» more  ICCV 2009»
16 years 11 months ago
On Feature Combination for Multiclass Object Classification
A key ingredient in the design of visual object classification systems is the identification of relevant class specific aspects while being robust to intra-class variations. Whil...
Peter Gehler, Sebastian Nowozin
CIKM
2005
Springer
15 years 11 months ago
Query expansion using random walk models
It has long been recognized that capturing term relationships is an important aspect of information retrieval. Even with large amounts of data, we usually only have significant ev...
Kevyn Collins-Thompson, Jamie Callan