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"MTKeras: An Automated Metamorphic Testing Platform" by Yelin Liu, Zhi Quan Zhou et al.

This paper presents an automated, domain-independent, metamorphic testing platform called MTKeras. In this paper, we report on an investigation demonstrating the effectiveness and usability of MTKeras through five case studies in the four domains of image classification, sentiment analysis, search engines and database management systems. We also report on the effectiveness of combining metamorphic relation (input) patterns in individual metamorphic relations, enhancing the failure-finding abilities of the individual relations. The results of our experiments support combining patterns, and the use of MTKeras. The research reported in this paper shows the applicability of metamorphic relation patterns, and introduces a practical tool for the research community. ....

Achine Learning Library , Etamorphic Relation Composition , Etamorphic Relation Patterns , Metamorphic Testing , Eural Network Api , Oracle Problem , Testing Tool ,

Ask HN: Who wants to be hired? (October 2021)

Ask HN: Who wants to be hired? (October 2021)
ycombinator.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from ycombinator.com Daily Mail and Mail on Sunday newspapers.

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Bea Cukai Amankan 3 Juta Batang Rokok Ilegal di Dumai dan Kediri

Bea Cukai melaksanakan operasi gempur rokok ilegal di Dumai dan Kediri, dan berhasil mengamankan sebanyak 3.019.524 batang rokok ilegal, serta 9,5 liter minuman keras ilegal ....

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Today's Market View - Scotgold Resources, Power Metal Resources, Kavango Resources and more...

Today's Market View - Scotgold Resources, Power Metal Resources, Kavango Resources and more...
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Check out the Focus Areas and First Speakers for ODSC APAC 2021

Check out the Focus Areas and First Speakers for ODSC APAC 2021
opendatascience.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from opendatascience.com Daily Mail and Mail on Sunday newspapers.

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