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ICPR
2010
IEEE
14 years 12 months ago
Recognition of Blurred Faces Via Facial Deblurring Combined with Blur-Tolerant Descriptors
Blur is often present in real-world images and significantly affects the performance of face recognition systems. To improve the recognition of blurred faces, we propose a new ap...
Abdenour Hadid, Masashi Nishiyama, Yoichi Sato
ALT
2010
Springer
14 years 11 months ago
Distribution-Dependent PAC-Bayes Priors
We further develop the idea that the PAC-Bayes prior can be informed by the data-generating distribution. We prove sharp bounds for an existing framework of Gibbs algorithms, and ...
Guy Lever, François Laviolette, John Shawe-...
AAAI
2010
14 years 11 months ago
Finding Semantic Inconsistencies in UMLS using Answer Set Programming
We introduce a new method to find semantic inconsistencies (i.e., concepts with erroneous synonymity) in the Unified Medical Language System (UMLS). The idea is to identify the in...
Halit Erdogan, Olivier Bodenreider, Esra Erdem
CLEF
2010
Springer
14 years 10 months ago
ITC-UT: Tweet Categorization by Query Categorization for On-line Reputation Management
This paper describes our system, called ITC-UT, for the task-2 (on-line reputation management task) in WePS-3. Our idea is to categorize each query into 3 or 4 classes according to...
Minoru Yoshida, Shin Matsushima, Shingo Ono, Issei...
ICANN
2010
Springer
14 years 10 months ago
Kernel-Based Learning from Infinite Dimensional 2-Way Tensors
Abstract. In this paper we elaborate on a kernel extension to tensorbased data analysis. The proposed ideas find applications in supervised learning problems where input data have ...
Marco Signoretto, Lieven De Lathauwer, Johan A. K....