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» Computational Efficiency Evaluation in Output Analysis
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IMSCCS
2006
IEEE
15 years 11 months ago
Clustering of Gene Expression Data: Performance and Similarity Analysis
Background: DNA Microarray technology is an innovative methodology in experimental molecular biology, which has produced huge amounts of valuable data in the profile of gene expre...
Longde Yin, Chun-Hsi Huang
APSEC
2001
IEEE
15 years 9 months ago
A Slicing Method for Object-Oriented Programs Using Lightweight Dynamic Information
Program slicing has been used for efficient program debugging activities. Program slice is computed by analyzing dependence relations between program statements. We can divide dep...
Fumiaki Ohata, Kouya Hirose, Masato Fujii, Katsuro...
ICML
2006
IEEE
16 years 6 months ago
Bayesian regression with input noise for high dimensional data
This paper examines high dimensional regression with noise-contaminated input and output data. Goals of such learning problems include optimal prediction with noiseless query poin...
Jo-Anne Ting, Aaron D'Souza, Stefan Schaal
154
Voted
DAC
1994
ACM
15 years 9 months ago
Performance Analysis and Optimization of Schedules for Conditional and Loop-Intensive Specifications
This paper presents a new method,based on Markov chain analysis, to evaluate the performance of schedules of behavioral specifications. The proposed performance measure is the expe...
Subhrajit Bhattacharya, Sujit Dey, Franc Brglez
DAC
2005
ACM
16 years 6 months ago
Towards scalable flow and context sensitive pointer analysis
Pointer analysis, a classic problem in software program analysis, has emerged as an important problem to solve in design automation, at a time when complex designs, specified in t...
Jianwen Zhu