Dr. Ramita Sahni

Designation Assistant Professor Dr. Ramita Sahni
Email ramitasahni@ms.du.ac.in
Department Department of Mathematics
Dr. Ramita Sahni
Assistant Professor

Email: ramitasahni@ms.du.ac.in

Department: Department of Mathematics

Educational Qualifications
DegreeUniversityYear
B.Sc. (H) Mathematics Miranda House, University of Delhi 2008-2011
M.Sc. Mathematics Miranda House, University of Delhi 2011-2013
Ph.D. Mathematics Amity University, Noida 2013-2017

Degree: B.Sc. (H) Mathematics

University: Miranda House, University of Delhi

Year: 2008-2011

Degree: M.Sc. Mathematics

University: Miranda House, University of Delhi

Year: 2011-2013

Degree: Ph.D. Mathematics

University: Amity University, Noida

Year: 2013-2017

Career Profile
DesignationInstitutionUniversityDuration
Assistant Professor in Senior Scale Mata Sundri College for Women University of Delhi April 2023-till date
Assistant Professor (adhoc basis) Mata Sundri College for Women University of Delhi January 2018-April 2023

Designation: Assistant Professor in Senior Scale

Institution: Mata Sundri College for Women

University: University of Delhi

Duration: April 2023-till date

Designation: Assistant Professor (adhoc basis)

Institution: Mata Sundri College for Women

University: University of Delhi

Duration: January 2018-April 2023

Publications
TitleTypePublisherPublication Date
Predictive Modeling and Machine Learning-Based Analytics for Electric Vehicle Adoption and Market Forecasting Research article Lecture Notes in Networks and Systems, vol 1793. Springer, Cham. 01 Apr, 2026
Entropy- Based Approach in Bug Prediction: An Overview of Theoretical and Practical Applications in Open-Source Projects Research article IEEE-Xplore 07 Feb, 2025
Dynamic testing resource allocation modeling for multi-release software using optimal control theory and genetic algorithm Research article International Journal of Quality & Reliability Management 24 Apr, 2020
On allocation of resources during testing phase incorporating flexible software reliability growth model with testing effort under dynamic environment Research article International Journal of Operational Research 07 Nov, 2017
An Effort Allocation Model Considering Different Budgetary Constraint on Fault Detection Process and Fault Correction Process Research article Decision Science Letters 01 Jan, 2016
Two-Dimensional Multi- Release Software Reliability Modeling for Fault Detection and Fault Correction Processes Research article International Journal of Reliability, Quality and Safety Engineering 01 Jan, 2016
Predicting Bugs and Release Time of Bugzilla OSS: An Information Theoretic Approach Research article Communications in Dependability and Quality management: An International Journal 01 Jan, 2015
An Assessment of Some Entropy Measures in Predicting Bugs of Open-Source Software Research article Software Engineering. Advances in Intelligent Systems and Computing, vol 731, Springer, Singapore 01 Jan, 2019
Testing Time and Effort-Based Successive Release Modeling of a Software in the Presence of Imperfect Debugging Research article Quality, IT and Business Operations. Springer Proceedings in Business and Economics. Springer, Singapore. 01 Nov, 2018
Prototype Evidence for Estimation of Release Time for Open-Source Software Using Shannon Entropy Measure Research article Proceedings of Fifth International Conference on Soft Computing for Problem Solving. Advances in Intelligent Systems and Computing, vol 437. Springer, Singapore 01 Jan, 2016
Study of Bug Prediction Modeling using various Entropy Measures- A Theoretical Approach Research article IEEE-Xplore 22 Jan, 2015
An analytical study of classification techniques on car evaluation data using machine learning algorithms in the IoT Book chapter CRC Press, Taylor and Francis Group 29 Nov, 2024
Introduction to Knowledge Management in the Digital Age Book chapter Har Anand Publications 01 Jan, 2025

Title: Predictive Modeling and Machine Learning-Based Analytics for Electric Vehicle Adoption and Market Forecasting

Type: Research article

Publisher: Lecture Notes in Networks and Systems, vol 1793. Springer, Cham.

Date: 01 Apr, 2026

Title: Entropy- Based Approach in Bug Prediction: An Overview of Theoretical and Practical Applications in Open-Source Projects

Type: Research article

Publisher: IEEE-Xplore

Date: 07 Feb, 2025

Title: Dynamic testing resource allocation modeling for multi-release software using optimal control theory and genetic algorithm

Type: Research article

Publisher: International Journal of Quality & Reliability Management

Date: 24 Apr, 2020

Title: On allocation of resources during testing phase incorporating flexible software reliability growth model with testing effort under dynamic environment

Type: Research article

Publisher: International Journal of Operational Research

Date: 07 Nov, 2017

Title: An Effort Allocation Model Considering Different Budgetary Constraint on Fault Detection Process and Fault Correction Process

Type: Research article

Publisher: Decision Science Letters

Date: 01 Jan, 2016

Title: Two-Dimensional Multi- Release Software Reliability Modeling for Fault Detection and Fault Correction Processes

Type: Research article

Publisher: International Journal of Reliability, Quality and Safety Engineering

Date: 01 Jan, 2016

Title: Predicting Bugs and Release Time of Bugzilla OSS: An Information Theoretic Approach

Type: Research article

Publisher: Communications in Dependability and Quality management: An International Journal

Date: 01 Jan, 2015

Title: An Assessment of Some Entropy Measures in Predicting Bugs of Open-Source Software

Type: Research article

Publisher: Software Engineering. Advances in Intelligent Systems and Computing, vol 731, Springer, Singapore

Date: 01 Jan, 2019

Title: Testing Time and Effort-Based Successive Release Modeling of a Software in the Presence of Imperfect Debugging

Type: Research article

Publisher: Quality, IT and Business Operations. Springer Proceedings in Business and Economics. Springer, Singapore.

Date: 01 Nov, 2018

Title: Prototype Evidence for Estimation of Release Time for Open-Source Software Using Shannon Entropy Measure

Type: Research article

Publisher: Proceedings of Fifth International Conference on Soft Computing for Problem Solving. Advances in Intelligent Systems and Computing, vol 437. Springer, Singapore

Date: 01 Jan, 2016

Title: Study of Bug Prediction Modeling using various Entropy Measures- A Theoretical Approach

Type: Research article

Publisher: IEEE-Xplore

Date: 22 Jan, 2015

Title: An analytical study of classification techniques on car evaluation data using machine learning algorithms in the IoT

Type: Book chapter

Publisher: CRC Press, Taylor and Francis Group

Date: 29 Nov, 2024

Title: Introduction to Knowledge Management in the Digital Age

Type: Book chapter

Publisher: Har Anand Publications

Date: 01 Jan, 2025

Other Responsibilities
SocietyRoleFromTo
Building Maintenance Committee Member 01 May, 2024 30 Apr, 2026
Saarang Committee Member 01 Jul, 2025 31 May, 2027

Society: Building Maintenance Committee

Role: Member

From: 01 May, 2024

To: 30 Apr, 2026

Society: Saarang Committee

Role: Member

From: 01 Jul, 2025

To: 31 May, 2027

Event Roles
Event NameRoleAssigned On
Ethical use of AI tools for Research convenor 04 Oct, 2025

Event: Ethical use of AI tools for Research

Role: convenor

Assigned On: 04 Oct, 2025