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» Estimating Reliability of Conditional Promises
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TEC
2008
115views more  TEC 2008»
14 years 9 months ago
Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction
An important strength of learning classifier systems (LCSs) lies in the combination of genetic optimization techniques with gradient-based approximation techniques. The chosen app...
Martin V. Butz, Pier Luca Lanzi, Stewart W. Wilson
JMLR
2008
110views more  JMLR 2008»
14 years 9 months ago
Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers
Support vector machine (SVM) is one of the most popular and promising classification algorithms. After a classification rule is constructed via the SVM, it is essential to evaluat...
Bo Jiang, Xuegong Zhang, Tianxi Cai
ISCAS
2005
IEEE
130views Hardware» more  ISCAS 2005»
15 years 3 months ago
Smart bio-laboratories of the future
Abstract— Recent advances in genomic research and biotechnology have led to an increased level of technological sophistication in today’s biology laboratories. With the promisi...
See-Kiong Ng
TMC
2010
138views more  TMC 2010»
14 years 7 months ago
Reliable Anchor-Based Sensor Localization in Irregular Areas
—Localization is a fundamental problem in wireless sensor networks and its accuracy impacts the efficiency of location-aware protocols and applications, such as routing and stora...
Bin Xiao, Lin Chen, Qingjun Xiao, Minglu Li
SSIRI
2010
15 years 1 months ago
An Industrial Case Study on Speeding Up User Acceptance Testing by Mining Execution Logs
—Software reliability is defined as the probability of failure-free operation for a period of time, under certain conditions. To determine whether the reliability of an applicat...
Zhen Ming Jiang, Alberto Avritzer, Emad Shihab, Ah...