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» Kernels for Semi-Structured Data
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84
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MMM
2006
Springer
133views Multimedia» more  MMM 2006»
15 years 6 months ago
A SVM-based personal recommendation system for TV programs
This paper presents a SVM-based prediction approach for constructing personal recommendation system for TV programs. We have applied Support Vector Machine (SVM) to personal predi...
Jin An Xu, Kenji Araki
82
Voted
JCP
2006
78views more  JCP 2006»
15 years 22 days ago
Parameter Optimization of Kernel-based One-class Classifier on Imbalance Learning
Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to le...
Ling Zhuang, Honghua Dai
106
Voted
PAMI
2006
109views more  PAMI 2006»
15 years 21 days ago
Edge-Preserving Image Denoising and Estimation of Discontinuous Surfaces
In this paper, we are interested in the problem of estimating a discontinuous surface from noisy data. A novel procedure for this problem is proposed based on local linear kernel ...
Irène Gijbels, Alexandre Lambert, Peihua Qi...
POPL
2007
ACM
16 years 1 months ago
Extracting queries by static analysis of transparent persistence
Transparent persistence promises to integrate programming languages and databases by allowing procedural programs to access persistent data with the same ease as non-persistent da...
Ben Wiedermann, William R. Cook
80
Voted
IPPS
2006
IEEE
15 years 6 months ago
Seekable sockets: a mechanism to reduce copy overheads in TCP-based messaging
This paper extends the traditional socket interface to TCP/IP communication with the ability to seek rather than simply receive data in order. Seeking on a TCP socket allows a use...
Chase Douglas, Vijay S. Pai