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Multiple Linear Regression
In Chapter 7 , you explored simple linear regression, which depicts the relationship between the response...
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Genetic-based web regression testing: an ontology-based multi-objective evolutionary framework to auto-regression testing of web applications
Regression testing is one of the most critical activities in the software maintenance process and its importance is twofold for evolutionary...
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Improving Software Regression Testing Using a Machine Learning-Based Method for Test Type Selection
Since only a limited time is available for performing software regression testing, a subset of crucial test cases from the test suites has to be...
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Solar Radiation Prediction Using Regression Methods
Solar irradiation forecasting is becoming an important technique in load demand management due to recent developments in modern society and the...
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Functional Requirement-Based Test Case Prioritization in Regression Testing: A Systematic Literature Review
Regression testing, as an important part of the software life cycle, ensures the validity of modified software. Researchers’ focus of this research...
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Testing and Test Automation
Testing is used to identify defects and provide reassurance about the quality of our software. We always test our code before we share it with...
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A Regression Test Case Prioritization Framework for Software Sustainability
In software development, test cases are stored for later use, such as retesting or regression testing. Optimization is one of the approaches used in...
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Dirty Data Impacts on Regression Models
Due to the negative influence of dirty data on the accuracy of regression models, the relation between the data quality and model results is able to...
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Regression in Wineinformatics
Regression analyses are applied on the big dataset to work on the question of “Can actual wine grade and price be predicted through their reviews?”...
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Unit Testing
As was emphasized in the last chapter, nobody is perfect, including software developers. In Chapter 17 , we...
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Continuous Testing
End-to-end (E2E) test automation is only truly useful when we routinely execute the whole suite frequently to obtain rapid feedback. Obviously, it is...
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Introduction of Visual Regression Testing in Collaboration Between Industry and Academia
Cyber-physical systems (CPSs) connect the computer world with the physical world. Increasing scale, complexity, and heterogeneity makes it more and...
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Unit Testing
Unit testing is writing many small tests. Each test targets a function’s behavior. Unit testing is the kind of testing that’s done by a developer,...
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Regression test selection in test-driven development
The large number of unit tests produced in the test-driven development (TDD) method and the iterative execution of these tests extend the regression...
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Software Testing Basics
This chapter overviews the basics of software testing from the point of view of bugs: lifetime, classifications, pursuing processes, and various...
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Regression
Regression is an important topic in statistical modelling and machine learning. It’s about modelling problems which include one or more variables...
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Antenna Array Fault Detection Using Logistic Regression Technique
Array antenna is widely used in 5G wireless networks. The main issue with the array antenna is that, failure or fault in one or more elements...
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Testing
Testing is such an important part of the software development process; it enables you to verify that what you have delivered is what was required and...
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Latent Block Regression Model
When dealing with high dimensional sparse data, such as in recommender systems,co-clusteringturnsouttobemorebeneficialthanone-sidedclustering,even if...
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Domain Testing
This chapter will delve into the extension and optimization of equivalence partitioning (EP) and boundary value analysis (BVA) techniques, offering...