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IJCNN
2006
IEEE
14 years 1 months ago
Dynamic Hyperparameter Scaling Method for LVQ Algorithms
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
Sambu Seo, Klaus Obermayer
BIBE
2005
IEEE
107views Bioinformatics» more  BIBE 2005»
14 years 1 months ago
DSIM: A Distance-Based Indexing Method for Genomic Sequences
In this paper, we propose a Distance-based Sequence Indexing Method (DSIM) for indexing and searching genome databases. Borrowing the idea of video compression, we compress the ge...
Xia Cao, Beng Chin Ooi, HweeHwa Pang, Kian-Lee Tan...
ICDAR
2005
IEEE
14 years 1 months ago
An Old Greek Handwritten OCR System
Recognition of handwritten manuscripts is essential for efficient content exploitation of the valuable Old Greek historical collections. In this paper, we focus on the problem of ...
Kostas Ntzios, Basilios Gatos, Ioannis Pratikakis,...
CCS
2005
ACM
14 years 1 months ago
Keyboard acoustic emanations revisited
We examine the problem of keyboard acoustic emanations. We present a novel attack taking as input a 10-minute sound recording of a user typing English text using a keyboard, and t...
Li Zhuang, Feng Zhou, J. D. Tygar
CEAS
2004
Springer
14 years 1 months ago
On Attacking Statistical Spam Filters
The efforts of anti-spammers and spammers has often been described as an arms race. As we devise new ways to stem the flood of bulk mail, spammers respond by working their way ar...
Gregory L. Wittel, Shyhtsun Felix Wu