Researcher Bias: The Use of Machine Learning in Software Defect Prediction. Martin Shepperd, David Bowes and Tracy Hall, "Researcher Bias: The Use of Machine Learning in Software Defect Prediction", IEEE Transactions On Software ... Shepperd,Martin,Bowes,... - 《IEEE Transactions on Software ...
We report on two case studies that demonstrate improvement over the original Tarantula technique in terms of statement ranking. Another contribution of the thesis is to show that failure conditions as modeled by a C4.5 decision tree accurately predict failures and can therefore be used to help ...
Machine Learning Approaches to Estimating Software Development Effort Accurate estimation of software development effort is critical in software engineering. Underestimates lead to time pressures that may compromise full func... K Srinivasan,D Fisher - 《IEEE Transactions on Software Engineering》 被引量:...
摘要: Software security vulnerabilities are one of the critical issues in the realm of computer security. Due to their potential high severity impacts, many different approaches have been proposed in the...关键词: Software vulnerability analysis software vulnerability discovery software security machine-...
Get the deviceId property: Unique identifier for the virtual machine in the service. Returns: the deviceId value.endOfSupportDate public String endOfSupportDate() Get the endOfSupportDate property: The end of support date in case the product is upcoming end of support. Returns: the endOfSupp...
Computer science programs aren’t about preparing you for the tasks you’ll face in industry. When there are more engineers than can be used, engineering time ends up going away from developing and towards planning, synchronization, and coordination. Involve engineers in the creative process Give ...
Can I learn and get a job in Machine Learning without studying CS Master and PhD? You can, but it is far more difficult than when I got into the field. How do I get a job in Machine Learning as a software programmer who self-studies Machine Learning, but never has a chance to use...
The different classifier is applied with Machine Learning for this. Artificial Neural Networks (ANNs) classifier, NB classifier and Decision tree classifier are used in this ML-based classification, which achieved good results. Five classes are the output of this approach with small dataset ...
Autodesk2Dand3D CAD softwareis used in engineering disciplines across industries. Explore ways pros use computer-aided design (CAD) tools to improve processes—from concept to handover. Construction professionals Connect every stage of your construction project, from design to operations, to deliver on...
Faster sorting algorithms discovered using deep reinforcement learning Artificial intelligence goes beyond the current state of the art by discovering unknown, faster sorting algorithms as a single-player game using a deep reinforcement learning agent. These algorithms are now used in the standard C++ so...