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Neural Network Parameter Optimization Based on Genetic Algorithm for Software Defect Prediction Romi Satria Wahono Faculty of Computer Science, Dian Nuswantoro University
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Document Date: 2015-02-18 12:13:18

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File Size: 398,02 KB

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City

Bandung / New York / Herman / Yusta / /

Company

IET Software / Literature Review / Brainmatics Inc. / Pearson Education Inc. / Netbeans / ACM Press / Elsevier Inc. / Intel / Microsoft / /

Country

Netherlands / Indonesia / Japan / United States / /

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Event

Product Issues / /

Facility

The University of Western Australia / Dian Nuswantoro University / Saitama University / /

IndustryTerm

software engineering / real time software engineering / immune algorithms / software engineering field / Cost-sensitive boosting neural networks / software metrics / potential solution / software development activities / neural networks / software modules / software requirements / manual software reviews / software reviews / Machine learning classification algorithms / software fault-proneness / software development / automated software / variety applications / software faults / Classification algorithm / neural network / genetic algorithm / improvement in neural network / genetic algorithms / classification algorithms / optimum solution / search space / software testing / software defect / search ability / back-propagation network / /

OperatingSystem

Microsoft Windows / /

Organization

Faculty of Information and Communication Technology / Saitama University / Nanna Suryana Herman and Sabrina Ahmad Faculty of Information and Communication Technology / Universiti Teknologi Malaysia / University of Western Australia / Faculty of Information Technology and Communication of Universiti Teknikal Malaysia Melaka / Graduate School / NASA MDP / National Aeronautics and Space Administration / Dian Nuswantoro University / IEEE Computer Society / Software Defect Prediction Romi Satria Wahono Faculty of Computer Science / /

Person

Sabrina Ahmad / Van Hulse / Tony Hou / Romi Satria Wahono / /

Position

founder and chief executive officer / professor / lecturer / /

Product

modules / /

ProgrammingLanguage

Java / C / C++ / /

ProvinceOrState

Western Australia / New York / South Carolina / Nova Scotia / Georgia / /

PublishedMedium

Machine Learning / IEEE Transactions on Software Engineering / /

Region

Western Australia / /

Technology

Information Technology / Machine learning classification algorithms / machine learning / operating system / Classification algorithm / GIS / Neural Network / Java / classification algorithms / Data Mining / /

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