[HTML][HTML] Depth linear discrimination-oriented feature selection method based on adaptive sine cosine algorithm for software defect prediction

AB Nasser, WAHM Ghanem, AMHY Saad… - Expert Systems with …, 2024 - Elsevier
Abstract Software Defect Prediction (SDP) plays a vital role in the software development life
cycle as it helps identify and fix software defects. However, predicting software defects with …

Multi Self-Organizing Map (SOM) Pipeline Architecture for Multi-View Clustering

S Jamil, E Rehman, T Shahzad, M Ishtiaq… - IEEE …, 2024 - ieeexplore.ieee.org
Clustering has proved to be a successful classification method when it comes to dealing with
multiview data. Each method and technique tries to achieve efficiency and accuracy in …

A many objective based feature selection model for software defect prediction

Q Mao, J Zhang, T Zhao, X Cai - Concurrency and Computation … - Wiley Online Library
Given the escalating magnitude and intricacy of software systems, software measurement
data often contains irrelevant and redundant features, resulting in significant resource and …