Pravas Ranjan Bal
VIDWAN ID: 511168

Dr Pravas Ranjan Bal

Male Doctor of Philosophy
Assistant Professor (Grade-I)
Birla Institute of Technology, Ranchi (2023 - 2024)
Odisha
Expertise: Computer Science Artificial Intelligence
10 Publications
3 Projects
119 Scopus Citations
116 CrossRef
3 Years 4 Months Total Experience
Publications
10 Total
Articles
7
Proceedings
3
Activity

No publication activity to display.

Scopus Scopus
119 Citations
5 h-index
CrossRef CrossRef
116 Citations
5 h-index
Google Scholar Google Scholar

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Professional Recognition

Microsoft Research Grant for Visiting ICSOFT International Conference, Porto, Portugal
2018
Microsoft Research Grant
State Talent Scholarship Examination
2001
Govt. of Odisha
Odisha State Merit Scholarship
2011
Govt. of Odisha
Odisha State Merit Scholarship
2012
Govt. of Odisha
MHRD Fellowship for M. Tech, NIT Rourkela
2014
MHRD, Govt. of India
DEITY Fellowship for Ph.D, IIT Roorkee
2016
MEITY, Govt. of India

Community & Membership

BIT Mesra, off-campus Deoghar
Lab In charge of Lab 226 & Innovation Lab
Jan 2024
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Personal Details

Doctor of Philosophy
2021
Jawaharlal Nehru University
Master of Technology
2016
N/A
Master of Computer Applications
2013
N/A
Bachelor of Science
2010
Mula Education Society's Arts, Commerce and Science College, Sonai, Tal. Nevasa, Dist. Ahmednagar 414105
Assistant Professor (Grade-I)
Jun 2023 – May 2024
Birla Institute of Technology, Ranchi
Assistant Professor (Grade-I)
Feb 2021 – May 2023
Siksha 'O' Anusandhan | Department of Computer Science and Engineering
Engineering and Technology
Computer Science Artificial Intelligence

Related Profiles

Scholarly Work

AI for Smart Monitoring of Security Challenges in State-of-the-Art Microfluidic Biochips
Other
Role: Co-Principal Investigator Grant: SUR/2022/004482
Smart Improvement of the productivity for Crop by using Deep Learning
Completed
Role: Other Grant: ID:00138000758
Smart Automation of Detection and Diagnosis of Soil Quality with Plant Diseases Using Deep Learning
Completed
Role: Other Grant: ID:00138000740
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Scholarly Publications

Software reliability prediction based on ensemble models

Conference Paper
Year: 2017. Pages: 895-902 .
Authors: Bal, P.R.; Jena, N.; Mohapatra, D.P.

Cross Project Defect Prediction using Dropout Regularized Deep Learning and Unique Matched Metrics

Journal Article
ACM Transactions on Management Information Systems. Year: 2024. Volume: 16 , Issue: 3 , Pages: 1-32 .
Authors: Bal, Pravas; Kumar, Sandeep

An Approach for Cross Project Defect Prediction Using Identical Metrics Matching and Deep Neural Network

Journal Article
IEEE Transactions on Reliability. Year: 2024. Volume: 74 , Issue: 2 , Pages: 2678-2692 .
Authors: Bal, Pravas Ranjan; Kumar, Sandeep

RELMP-MM: an approach to cross project fault prediction using improved regularized extreme learning machine and identical matched metrics

Journal Article
Journal of Ambient Intelligence and Humanized Computing. Year: 2023. Volume: 14 , Issue: 10 , Pages: 13523-13542 .
Authors: Pravas Ranjan Bal; Sandeep Kumar

A Data Transfer and Relevant Metrics Matching Based Approach for Heterogeneous Defect Prediction

Journal Article
IEEE Transactions on Software Engineering. Year: 2023. Volume: 49 , Issue: 3 , Pages: 1232-1245 .
Authors: Pravas Ranjan Bal; Sandeep Kumar

WR-ELM: Weighted Regularization Extreme Learning Machine for Imbalance Learning in Software Fault Prediction

Journal Article
IEEE Transactions on Reliability. Year: 2020. Volume: 69 , Issue: 4 , Pages: 1355-1375 .
Authors: Pravas Ranjan Bal; Sandeep Kumar

Analyzing Effect of Ensemble Models on Multi-Layer Perceptron Network for Software Effort Estimation

Journal Article
Year: 2019. Pages: 386-387 .
Authors: Shukla, Suyash; Kumar, Sandeep; Bal, Pravas Ranjan

Cross project software defect prediction using extreme learning machine: An ensemble based study

Conference Paper
Year: 2019. Pages: 320-327 .
Authors: Pravas Ranjan Bal
Showing 1 to 8 of 10 publications