Lov Kumar

A model to assess the effectiveness of fault prediction techniques for quality assurance

2015

Fault prediction techniques aim to predict faulty module in order to reduce the effort to be applied in later phase of software development. Majority of the approaches available in literature for fault prediction are based …

Using Source Code Metrics and Ensemble Methods for Fault Proneness\n Prediction

2017 · arXiv (Cornell University)

Software fault prediction model are employed to optimize testing resource\nallocation by identifying fault-prone classes before testing phases. Several\nresearchers' have validated the use of different classification techniques to\ndevelop predictive models for fault prediction. The performance of …

Optimizing software defect prediction performance via call graph embedding and feature selection

2025 · Cluster Computing

Abstract Context: Over the past few years, there has been a growing trend in the utilization of network embedding techniques for predicting software defects. Network Embeddings capture extensive information about software networks, but not all …