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Department of Computer Science & Information Technology

Guru Ghasidas Vishwavidyalaya, Bilaspur | School of Studies of Mathematical and Computational Science

Dr. Rajwant Singh Rao

  • Assistant Professor
  • rajwantrao@gmail.com
  • 8827572070
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Personal Information
  • Full Name: Dr. Rajwant Singh Rao
  • Mobile Number: 8827572070
  • EmailID: rajwantrao@gmail.com
  • Designation: Assistant Professor
Qualification
  • 2016
    Ph.D.

    Banaras Hindu University, Varanasi

Experience
  • 2011 - Present
    Assistant Professor

    Guru Ghasidas Vishwavidyalaya Bilaspur, Chhattisgarh, India

  • 2011 - Present
    Assistant Professor

    Guru Ghasidas Vishwavidyalaya Bilaspur, Chhattisgarh, India

Doctoral Theses Guided

ANALYSIS OF SOFTWARE QUALITY USING MACHINE LEARNING TECHNIQUES

  • Guru Ghasidas Vishwavidyalaya, Bilaspur C.G/

  • Praveen Singh Yadav

A Study of Code Smell Detection using Machine Learning Approaches

  • Guru Ghasidas Vishwavidyalaya, Bilaspur C.G/

  • Seema Dewangan

Publications

An Empirical Evaluation of Ensemble Models for Python Code Smell Detection

Rajwant Singh Rao, Seema Dewangan, Alok Mishra

Publication Type: Journal Article (International)

Journal: Applied Sciences

Volume: 15

Year: 2025

Pages: 7472

DOI: https://doi.org/10.3390/app15137472

Link

A STUDY FOR METHOD-LEVEL CODE SMELLS DETECTION USING MACHINE LEARNING ALGORITHMS

Rajwant Singh Rao, Seema Dewangan, Alok Mishra, Manjari Gupta

Publication Type: Journal Article (International)

Journal: Systems and Soft Computing

Year: 2025

Pages: 200346

Impact Factor: 3.60

Ensemble methods with feature selection and data balancing for improved code smells classification performance

Pravin Singh Yadav, Rajwant Singh Rao, Alok Mishra, Manjari Gupta

Publication Type: Journal Article (International)

Journal: Engineering Applications of Artificial Intelligence

Volume: 139

Year: 2025

Pages: 109527

DOI: https://doi.org/10.1016/j.engappai.2024.109527

Link

Impact Factor: 8.00

Machine learning-based methods for code smell detection: a survey

Pravin Singh Yadav, Rajwant Singh Rao, Alok Mishra, Manjari Gupta

Publication Type: Journal Article (International)

Journal: Applied Sciences

Year: 2024

DOI: https://doi.org/10.3390/app14146149

Link

Impact Factor: 2.50

An evaluation of multi-label classification approaches for method-level code smells detection

Pravin Singh Yadav, Rajwant Singh Rao, Alok Mishra

Publication Type: Journal Article (International)

Journal: IEEE Access

Volume: 12

Year: 2024

Pages: 53664-53676

DOI: DOI: 10.1109/ACCESS.2024.3387856

Impact Factor: 3.60

A study of dealing class imbalance problem with machine learning methods for code smell severity detection using PCA-based feature selection technique

Rajwant Singh Rao, Seema Dewangan, Alok Mishra, Manjari Gupta

Publication Type: Journal Article (International)

Volume: 13

Year: 2023

Pages: 16245

DOI: https://doi.org/10.1038/s41598-023-43380-8

Link

Impact Factor: 3.90

Severity classification of code smells using machine-learning methods

Seema Dewangan, Rajwant Singh Rao, Sripriya Roy Chowdhuri, Manjari Gupta

Publication Type: Journal Article (International)

Journal: SN Computer Science

Volume: 4

Year: 2023

Pages: 564

DOI: https://doi.org/10.1007/s42979-023-01979-8

Link

Method-Level Code Smells Detection Using Machine Learning Models

Seema Dewangan & Rajwant Singh Rao

Publication Type: Book Chapter

Year: 2023

DOI: https://doi.org/10.1007/978-981-99-3734-9_7

Method-Level Code Smells Detection Using Machine Learning Models

Seema Dewangan & Rajwant Singh Rao

Publication Type: Book Chapter

Year: 2023

DOI: https://doi.org/10.1007/978-981-99-3734-9_7

Code smell detection using ensemble machine learning algorithms

None

Publication Type: Journal Article (International)

Journal: Applied Sciences

Volume: 10321

Year: 2022

Pages: 10321

DOI: https://doi.org/10.3390/app122010321

Link

Impact Factor: 2.50

Feature reduction techniques based code smell prediction

Pravin Singh Yadav, Rajwant Singh Rao

Publication Type: Journal Article (National)

Journal: i-Manager's Journal on Software Engineering

Volume: 17

Year: 2022

Pages: 6

State of the Art VANETs Routing Protocols: A Literature Review

Rajwant Singh Rao , Seema , Pawan Singh , Suhel Ahmad Khan

Publication Type: Journal Article (International)

Journal: International Journal of Mathematical, Engineering and Management Sciences

Year: 2022

DOI: https://doi.org/10.33889/IJMEMS.2022.7.3.026

Link

Impact Factor: 1.50

Evaluation of VANETs routing protocols for data-based smart health monitoring in intelligent transportation systems

Suresh Kumar Sharma, Rajwant Singh Rao, Pawan Singh, Suhel Ahmad Khan

Publication Type: Journal Article (International)

Journal: International Journal of Mathematical, Engineering and Management Sciences

Volume: 7

Year: 2022

Pages: 211

DOI: https://doi.org/10.33889/IJMEMS.2022.7.2.014

Link

Impact Factor: 1.50

Code Smell Detection Using Classification Approaches

Seema Dewangan & Rajwant Singh Rao

Publication Type: Book Chapter

Year: 2022

DOI: https://doi.org/10.1007/978-981-19-0901-6_25

A novel approach for code smell detection: an empirical study

Seema Dewangan, Rajwant Singh Rao, Alok Mishra, Manjari Gupta

Publication Type: Journal Article (International)

Journal: IEEE Access

Volume: 9

Year: 2021

Pages: 162869-162883

DOI: https://doi: 10.1109/ACCESS.2021.3133810

Impact Factor: 3.90

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