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01/09/2023
Making Sense of Failure Logs in an Industrial DevOps Environment
Processing and reviewing nightly test execution failure logs for large i...
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03/22/2022
Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing
This paper presents an extended version of Deeper, a search-based simula...
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11/19/2021
HMS-OS: Improving the Human Mental Search Optimisation Algorithm by Grouping in both Search and Objective Space
The human mental search (HMS) algorithm is a relatively recent populatio...
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10/17/2021
An LSTM-based Plagiarism Detection via Attention Mechanism and a Population-based Approach for Pre-Training Parameters with imbalanced Classes
Plagiarism is one of the leading problems in academic and industrial env...
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09/20/2021
An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator
Differential evolution (DE) is an effective population-based metaheurist...
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04/26/2021
Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent
Performance testing with the aim of generating an efficient and effectiv...
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04/05/2021
Automated Performance Testing Based on Active Deep Learning
Generating tests that can reveal performance issues in large and complex...
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08/19/2019
An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning
Test automation can result in reduction in cost and human effort. If the...
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01/19/2019
A Two-Layer Component-Based Allocation for Embedded Systems with GPUs
Component-based development is a software engineering paradigm that can ...
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11/23/2018
IntegrationDistiller: Automating Integration Analysis and Testing of Object-Oriented Applications
Software systems typically consist of various interacting components and...
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08/30/2018
