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Software Bug reporting is an integral part of software development process. Once the Bug is reported on Bug Tracking System, their attributes are analyzed and subsequently assigned to various fixers for their resolution. During the last two decades Machine-Learning Techniques (MLT) has been used to create self-improving software. Supervised machine learning(More)
Multi-hop wireless networks rely on node cooperation to provide unicast and multicast services. The multi-hop communication offers increased coverage for such services, but also makes them more vulnerable to insider (orByzantine) attacks coming from compromised nodes that behave arbitrarily to disrupt the network.In this work we identify vulnerabilities of(More)
BACKGROUND Knowledge of the wide spectrum of the oral markers of diabetes is imperative as one frequently encounters individuals with undetected, untreated or poorly controlled diabetes. OBJECTIVES The objective was to study the oral manifestations in type 2 diabetes mellitus (DM) and to establish an association between oral manifestations and associated(More)
In bug repositories, we receive a large number of bug reports on daily basis. Managing such a large repository is a challenging job. Priority of a bug tells that how important and urgent it is for us to fix. Priority of a bug can be classified into 5 levels from PI to P5 where PI is the highest and P5 is the lowest priority. Correct prioritization of bugs(More)
Bug severity is the degree of impact that a defect has on the development or operation of a component or system, and can be classified into different levels based on their impact on the system. Identification of severity level can be useful for bug triager in allocating the bug to the concerned bug fixer. Various researchers have attempted text mining(More)
Since the early 1970s tremendous growth has been seen in the research of software reliability growth modeling. In general, software reliability growth models (SRGMs) are applicable to the late stages of testing in software development and they can provide useful information about how to improve the reliability of software products. A number of SRGMs have(More)
The progress of software testing is influenced by various uncertainty factors like effort expenditure, skill of test personal, testing tool, defect density, irregular state of open source project, and irregular state of software fault-report phenomena on the bug tracking system. Hence, there is an irregular fluctuation in fault detection/removal rate during(More)
Predicting software defects is one of the key areas of research in software engineering. Researchers have devised and implemented a plethora of defect/bug prediction approaches namely code churn, past bugs, refactoring, number of authors, file size and age, etc by measuring the performance in terms of accuracy and complexity. Different mathematical models(More)
Mining software repositories (MSR) is an important area of research. An international workshop on MSR has been established under the umbrella of international conference on software engineering (ICSE) in year 2004. The quality papers received and presented in the workshop has led to initiate full-fledged conference which purely focuses on issues related to(More)