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20212026
most citedImpact of Log Parsing on Deep Learning-Based Anomaly Detection

43 citations · 73 across the 11 of their papers we have counts for

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cs.SE2021★ 9 cited

PRINS: Scalable Model Inference for Component-based System Logs

Donghwan Shin, Domenico Bianculli, Lionel Briand

Behavioral software models play a key role in many software engineering tasks; unfortunately, these models either are not available during software development or, if available, qu…

cs.SE2021★ 3 cited

Can Offline Testing of Deep Neural Networks Replace Their Online Testing?

Fitash Ul Haq, Donghwan Shin, Shiva Nejati +1

We distinguish two general modes of testing for Deep Neural Networks (DNNs): Offline testing where DNNs are tested as individual units based on test datasets obtained without invol…