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ICCV
2007
IEEE
16 years 1 months ago
Contextual Distance for Data Perception
Structural perception of data plays a fundamental role in pattern analysis and machine learning. In this paper, we develop a new structural perception of data based on local conte...
Deli Zhao, Zhouchen Lin, Xiaoou Tang
CAMP
2005
IEEE
16 years 14 days ago
Virtual Astronomy, Information Technology, and the New Scientific Methodology
—All sciences, including astronomy, are now entering the era of information abundance. The exponentially increasing volume and complexity of modern data sets promises to transfor...
S. George Djorgovski
SAC
2005
ACM
16 years 11 days ago
A code compression advisory tool for embedded processors
We present a tool which is designed to be used as a code compression advisory system for object code to be run on an embedded processor. All the compression schemes support run-ti...
Sreejith K. Menon, Priti Shankar
KDD
2004
ACM
624views Data Mining» more  KDD 2004»
16 years 5 days ago
Programming the K-means clustering algorithm in SQL
Using SQL has not been considered an efficient and feasible way to implement data mining algorithms. Although this is true for many data mining, machine learning and statistical a...
Carlos Ordonez
COLT
2003
Springer
16 years 1 days ago
A General Class of No-Regret Learning Algorithms and Game-Theoretic Equilibria
A general class of no-regret learning algorithms, called no-Φ-regret learning algorithms, is defined which spans the spectrum from no-external-regret learning to no-internal-reg...
Amy R. Greenwald, Amir Jafari