A survey on machine learning techniques for source code analysis

T Sharma, M Kechagia, S Georgiou, R Tiwari… - arXiv preprint arXiv …, 2021 - arxiv.org
The advancements in machine learning techniques have encouraged researchers to apply
these techniques to a myriad of software engineering tasks that use source code analysis …

[HTML][HTML] A survey on machine learning techniques applied to source code

T Sharma, M Kechagia, S Georgiou, R Tiwari… - Journal of Systems and …, 2024 - Elsevier
The advancements in machine learning techniques have encouraged researchers to apply
these techniques to a myriad of software engineering tasks that use source code analysis …

Web service anti-patterns detection using cnn with varying sequence padding size

S Tummalapalli, L Kumar, NL Bhanu Murthy - … Development: Practice and …, 2023 - Springer
Today, many IT companies use service-oriented architecture (SOA) as an effective
architectural method for building their systems. Like many other complex structures, a …

A novel approach for the detection of web service anti-patterns using word embedding techniques

S Tummalapalli, L Kumar, LB Murthy Neti… - … Science and Its …, 2021 - Springer
An anti-pattern is defined as a standard but ineffective solution to solve a problem. Anti-
patterns in software design make it hard for software maintenance and development by …