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» Performance Analysis Framework for Layout Analysis Methods
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GECCO
2007
Springer
153views Optimization» more  GECCO 2007»
16 years 1 months ago
Parallel genetic algorithm: assessment of performance in multidimensional scaling
Visualization of multidimensional data by means of Multidimensional Scaling (MDS) is a popular technique of exploratory data analysis widely usable, e.g. in analysis of bio-medica...
Antanas Zilinskas, Julius Zilinskas
MICRO
2003
IEEE
152views Hardware» more  MICRO 2003»
16 years 4 days ago
A Systematic Methodology to Compute the Architectural Vulnerability Factors for a High-Performance Microprocessor
Single-event upsets from particle strikes have become a key challenge in microprocessor design. Techniques to deal with these transient faults exist, but come at a cost. Designers...
Shubhendu S. Mukherjee, Christopher T. Weaver, Joe...
NIPS
2008
15 years 8 months ago
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
Hierarchical probabilistic modeling of discrete data has emerged as a powerful tool for text analysis. Posterior inference in such models is intractable, and practitioners rely on...
Indraneel Mukherjee, David M. Blei
KDD
2006
ACM
149views Data Mining» more  KDD 2006»
16 years 7 months ago
Regularized discriminant analysis for high dimensional, low sample size data
Linear and Quadratic Discriminant Analysis have been used widely in many areas of data mining, machine learning, and bioinformatics. Friedman proposed a compromise between Linear ...
Jieping Ye, Tie Wang
LREC
2010
346views Education» more  LREC 2010»
15 years 8 months ago
Twitter as a Corpus for Sentiment Analysis and Opinion Mining
Microblogging today has become a very popular communication tool among Internet users. Millions of users share opinions on different aspects of life everyday. Therefore microblogg...
Alexander Pak, Patrick Paroubek