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Using Runtime Testing to Detect Defects in Applications without Test Oracles

Using Runtime Testing to Detect Defects in Applications without Test Oracles

Using Runtime Testing to Detect Defects in Applications without Test Oracles. Chris Murphy Columbia University November 10, 2008. About Me. 3 rd -year PhD student at Columbia University Advised by Prof. Gail Kaiser Research interests: Software Testing Computer Science Education

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318 views • 31 slides
Automatic System Testing of Programs without Test Oracles

Automatic System Testing of Programs without Test Oracles

Automatic System Testing of Programs without Test Oracles. Christian Murphy, Kuang Shen, Gail Kaiser Columbia University. Problem Statement. Some applications ( e.g. machine learning, simulation) do not have test oracles that indicate whether the output is correct for arbitrary input

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476 views • 29 slides
Automatic System Testing of Programs without Test Oracles

Automatic System Testing of Programs without Test Oracles

Automatic System Testing of Programs without Test Oracles. Christian Murphy, Kuang Shen, Gail Kaiser Columbia University. Problem Statement. Some applications ( e.g. machine learning, simulation) do not have test oracles that indicate whether the output is correct for arbitrary input

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305 views • 29 slides
Christian Murphy, Kuang Shen, Gail Kaiser Columbia University

Christian Murphy, Kuang Shen, Gail Kaiser Columbia University

Using JML Runtime Assertion Checking to Automate Metamorphic Testing in Applications without Test Oracles. Christian Murphy, Kuang Shen, Gail Kaiser Columbia University. Problem Statement.

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416 views • 26 slides
Properties of Machine Learning Applications for Use in Metamorphic Testing

Properties of Machine Learning Applications for Use in Metamorphic Testing

Properties of Machine Learning Applications for Use in Metamorphic Testing. Chris Murphy, Gail Kaiser, Lifeng Hu, Leon Wu Columbia University. Introduction. We are investigating the quality assurance of Machine Learning (ML) applications

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200 views • 18 slides

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