A survey on sparrow search algorithms and their applications
J Xue, B Shen - International Journal of Systems Science, 2024 - Taylor & Francis
The sparrow search algorithm (SSA) is an efficient swarm-intelligence-based algorithm that
has made some significant advances since its introduction in 2020. A detailed overview of …
has made some significant advances since its introduction in 2020. A detailed overview of …
Multiobjective sparrow search feature selection with sparrow ranking and preference information and its applications for high-dimensional data
L Sun, S Si, W Ding, X Wang, J Xu - Applied Soft Computing, 2023 - Elsevier
To reduce the dimensionality of high-dimensional data and enhance its classification
accuracy, feature selection can be regarded as a multiobjective optimization problem that …
accuracy, feature selection can be regarded as a multiobjective optimization problem that …
A novel software defect prediction approach via weighted classification based on association rule mining
W Wu, S Wang, B Liu, Y Shao, W Xie - Engineering Applications of Artificial …, 2024 - Elsevier
Software defect prediction technology is used to assist software practitioners in effectively
allocating test resources and identifying hidden defects in a timely manner. However, the …
allocating test resources and identifying hidden defects in a timely manner. However, the …
Deep learning network based on improved sparrow search algorithm optimization for rolling bearing fault diagnosis
G Ma, X Yue, J Zhu, Z Liu, S Lu - Mathematics, 2023 - mdpi.com
In recent years, deep learning has been increasingly used in fault diagnosis of rotating
machinery. However, the actual acquisition of rolling bearing fault signals often contains …
machinery. However, the actual acquisition of rolling bearing fault signals often contains …
A software defect prediction method based on learnable three-line hybrid feature fusion
Y Tang, Q Dai, Y Du, L Chen, X Niu - Expert Systems with Applications, 2024 - Elsevier
Software defect prediction (SDP) plays a crucial role in ensuring the security and quality of
software systems. However, it faces challenges posed by high-dimensional features present …
software systems. However, it faces challenges posed by high-dimensional features present …
Software defect prediction using an intelligent ensemble-based model
M Ali, T Mazhar, Y Arif, S Al-Otaibi, YY Ghadi… - IEEE …, 2024 - ieeexplore.ieee.org
Software defect prediction plays a crucial role in enhancing software quality while achieving
cost savings in testing. Its primary objective is to identify and send only defective modules to …
cost savings in testing. Its primary objective is to identify and send only defective modules to …
Handling uncertainty issue in software defect prediction utilizing a hybrid of ANFIS and turbulent flow of water optimization algorithm
MA Elsabagh, OE Emam, MG Gafar… - Neural Computing and …, 2024 - Springer
During the development cycle of software projects, numerous defects and challenges have
been identified, leading to prolonged project durations and escalated costs. As a result, both …
been identified, leading to prolonged project durations and escalated costs. As a result, both …
Enhanced sparrow search algorithm based on improved game predatory mechanism and its application
J Yang, S Gao, X Zhao, G Li, Z Gao - Digital Signal Processing, 2024 - Elsevier
In response to the problems of strong randomness in initialization, imperfect search
mechanism and tendency to fall into local optimum when dealing with complex optimization …
mechanism and tendency to fall into local optimum when dealing with complex optimization …
A Multi-strategy Improved Sparrow Search Algorithm and its Application
Y Yang, J Xu, X Kong, J Su - Neural Processing Letters, 2023 - Springer
In order to address the issues of slow convergence and susceptibility to falling into the local
optimum trap of the original sparrow search algorithm, a novel multi-strategy improved …
optimum trap of the original sparrow search algorithm, a novel multi-strategy improved …
Enhancing IOT based software defect prediction in analytical data management using war strategy optimization and Kernel ELM
The existence of software problems in IoT applications caused by insufficient source code,
poor design, mistakes, and insufficient testing poses a serious risk to functioning and user …
poor design, mistakes, and insufficient testing poses a serious risk to functioning and user …