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127
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SDM
2009
SIAM
119views Data Mining» more  SDM 2009»
16 years 27 days ago
Twin Vector Machines for Online Learning on a Budget.
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
Zhuang Wang, Slobodan Vucetic
119
Voted
SDM
2009
SIAM
219views Data Mining» more  SDM 2009»
16 years 27 days ago
A Hybrid Data Mining Metaheuristic for the p-Median Problem.
Metaheuristics represent an important class of techniques to solve, approximately, hard combinatorial optimization problems for which the use of exact methods is impractical. In t...
Alexandre Plastino, Erick R. Fonseca, Richard Fuch...
148
Voted
EUROSYS
2006
ACM
16 years 24 days ago
Ferret: a toolkit for content-based similarity search of feature-rich data
Building content-based search tools for feature-rich data has been a challenging problem because feature-rich data such as audio recordings, digital images, and sensor data are in...
Qin Lv, William Josephson, Zhe Wang, Moses Charika...
159
Voted
ICDCN
2009
Springer
15 years 10 months ago
Byzantine-Resilient Convergence in Oblivious Robot Networks
Given a set of robots with arbitrary initial location and no agreement on a global coordinate system, convergence requires that all robots asymptotically approach the exact same, ...
Zohir Bouzid, Maria Gradinariu Potop-Butucaru, S&e...
116
Voted
WECWIS
2009
IEEE
104views ECommerce» more  WECWIS 2009»
15 years 10 months ago
Online Auctions: There Can Be Only One
—In recent years, the proliferation of the world wide web has lead to an increase in the number of public auctions on the internet. One of the characteristics of online auctions ...
Charu C. Aggarwal, Philip S. Yu