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ICML
1997
IEEE
14 years 10 months ago
Predicting Multiprocessor Memory Access Patterns with Learning Models
Machine learning techniques are applicable to computer system optimization. We show that shared memory multiprocessors can successfully utilize machine learning algorithms for mem...
M. F. Sakr, Steven P. Levitan, Donald M. Chiarulli...
APCCAS
2006
IEEE
224views Hardware» more  APCCAS 2006»
14 years 4 months ago
A High-Performance VLSI Architecture for Intra Prediction and Mode Decision in H.264/AVC Video Encoding
We propose a high-performance hardware accelerator for intra prediction and mode decision in H.264/AVC video encoding. We use two intra prediction units to increase the performance...
Yu-Chien Kao, Huang-Chih Kuo, Yin-Tzu Lin, Chia-We...
CANDC
2006
ACM
13 years 10 months ago
Domain boundary prediction based on profile domain linker propensity index
Successful prediction of protein domain boundaries provides valuable information not only for the computational structure prediction of multidomain proteins but also for the exper...
Qiwen Dong, Xiaolong Wang, Lei Lin, Zhiming Xu
ESWA
2007
146views more  ESWA 2007»
13 years 9 months ago
A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
Two parameters, C and r, must be carefully predetermined in establishing an efficient support vector machine (SVM) model. Therefore, the purpose of this study is to develop a gene...
Chih-Hung Wu, Gwo-Hshiung Tzeng, Yeong-Jia Goo, We...
MICCAI
2010
Springer
13 years 8 months ago
Sparse Bayesian Learning for Identifying Imaging Biomarkers in AD Prediction
Abstract. We apply sparse Bayesian learning methods, automatic relevance determination (ARD) and predictive ARD (PARD), to Alzheimer’s disease (AD) classification to make accura...
Li Shen, Yuan Qi, Sungeun Kim, Kwangsik Nho, Jing ...