GLA

Faculty

Dr. Masum Raj

Assistant Professor - Institute of Applied Sciences & Humanities

Department

Department of Mathematics

Experience

2 Years 5 months

Dr. Masum Raj

Ph.D Thesis Supervised

1

Awarded/
Completed

Postgraduate Thesis Supervised

2

Awarded/
Completed

Qualifications

  • Ph.D.

Publication

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  • Raj, M., Thakur, R., Malik, S. C. (2025). Novel logarithmic distance and similarity measures in hesitant fuzzy sets and their application in groundwater depletion analysis. Fuzzy Information and Engineering, 17(4), 298–320. https://doi.org/10.26599/FIE.2025.9270065.
  • Raj, M., Thakur, R., Malik, S. C. (2026). Clustering analysis using weighted correlation coefficients in interval-valued intuitionistic fuzzy sets. Computational Economics.
  • Raj, M., Thakur, R., Malik, S. C. (2025). Missing value estimation and analysis in neutrosophic. Neutrosophic Sets and Systems, 73, 149–160.
  • Malik, S., Malik, S. C., Dev, A., Raj, M. (2024). Intuitionistic fuzzy approach for reliability analysis of NSP system under time varying failure rates. International Journal of Information Technology. Advance online publication. https://doi.org/10.1007/s41870-024-02059-7.
  • Thakur, R., Malik, S. C., Raj, M. (2023). Neutrosophic Laplace distribution with application in financial data analysis. Neutrosophic Sets and Systems, 57, 224–233.
  • Malik, S. C., Raj, M., Thakur, R. (2023). Weighted correlation coefficient measure for intuitionistic fuzzy set based on cosine entropy measure. International Journal of Information Technology, 15(7), 3449–3461. https://doi.org/10.1007/s41870-023-01384-7.
  • Raj, M., Tiwari, P., Gupta, P. (2022). Cosine similarity, distance and entropy measures for fuzzy soft matrices. International Journal of Information Technology, 14(1), 2219–2230. https://doi.org/10.1007/s41870-021-00799-4.
  • Thakur, R., Raj, M., Malik, S. C. (2025). Correlation coefficient measures for probabilistic single valued neutrosophic hesitant fuzzy sets and its application in supply chain management. Journal of Fuzzy Extension and Applications, 6(4), 391–409.
  • Samal, U., Raj, M. (2025). Integrating fault removal efficiency and S-shaped fault detection in software reliability growth modelling. In Proceedings of the 3rd IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI 2025). IEEE. https://doi.org/10.1109/IATMSI64286.2025.10985351.
  • Malik, S. C., Raj, M., Thakur, R. (2023). Generalized logarithmic divergence measure for intuitionistic fuzzy matrix. Communications in Mathematics and Applications, 14(2), 575–590.
  • Raj, M., Rani, A., Gupta, P. (2022). Correlation coefficient measure of intuitionistic fuzzy sets with its application. International Journal of Statistics and Reliability Engineering, 9(1), 191–200.
  • Kumar, P., Rani, A., Raj, M. (2022). Various IF measures and relations to select suitable land for Rabi crops. International Journal of Statistics and Applied Mathematics, 7(6), 39–47.

Conferences / Seminar / Workshop

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Conferences (Presented/Attended)

  • RAMSIA-2025, an international conference on “Recent Advances in Mathematical Sciences and Interdisciplinary Areas”, held at GLA University, UP, from 28-29 March, 2025.
  • 3rd IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IEEE IATMSI-2025), paper titled “Integrating Fault Removal Efficiency and S-shaped Fault Detection in Software Reliability Growth Modeling”, organized by IEEE MP Section and ABV-IIIT Gwalior, India, on 6-8 March 2025.
  • RAMSIA-2024, an international conference on “Recent Advances in Mathematical Sciences and Interdisciplinary Areas”, held at GLA University, UP, from 3-4 May, 2024.
  • The paper “A New Correlation Coefficient Measure for Interval-valued Intuitionistic Fuzzy Sets” presented in the One Day International Seminar on “Statistics & its Applications in Data Science (ISSADS)” organized by Faculty of Physical Sciences, M.D. University, Rohtak under the aegis of Chaudhary Ranbir Singh Institute of Social and Economic Change, M.D. University, Rohtak in collaboration with Indian Association for Reliability and Statistics (IARS) on 20 December, 2022.
  • The paper “Correlation Coefficient Measure for Interval-Valued Intuitionistic Fuzzy Sets with its Application” presented in the International Conference (Virtual Mode) on Emerging Trends in Statistics and Data Science in conjunction with 40th Annual Convention of ISPS, held during 7-10 September, 2021.
  • The paper “Correlation Coefficient Measure of the Intuitionistic Fuzzy Sets with Application in Medical Area” presented in the 4th International Conference on Mathematical Modelling, Applied Analysis and Computation-2021 (ICMMAAC-21), organized by JECRC University, Jaipur, 5-7 August, 2021.
  • The paper “Cosine Similarity, Distance and Entropy Measures for Fuzzy Soft Matrices” presented in 3rd International Conference on Recent Trend Science and Technology (ICRTST-2021), organized by Maa Shakumbari Trust, Greater Noida, UP, India, 19-20 June, 2021.

Workshops (Academic/Industrial)

  • FDP-2025 workshop on “Mathematics and Machine Learning for Engineering Problems” held at GLA University, Mathura, UP, from 7-11 July, 2025.
  • FDP-2024 workshop on “Probability and Statistics: An Exploration of Tools and Techniques with their Real-Life Applications” held at GLA University, Mathura, UP, from 15-19 July, 2024.
  • FDP-2024 workshop on “Foundation of Effective Teaching Pedagogy” held at GLA University, Mathura, UP, on 10-14 June, 2024.
  • One Day National Workshop on “Intellectual Property Rights-2024” held at GLA University, Mathura, UP, on 12 March, 2024.
  • One Day Workshop on “Intellectual Property Rights Awareness” organized by Department of Mathematics on 25 June, 2024.
  • One Day Workshop on “How to Write a Research Project” organized by Department of Mathematics on 27 June, 2024.
  • Three Days Training Programme on “Statistical Tools & Data Analysis Using Software” organized by Department of Statistics, M.D. University, Rohtak, on 23-25 February, 2023.
  • One Day International Webinar on “Current State of Econometrics and Career Prospects of Young Minds” on the occasion of the Birth Anniversary of late Prof. V. K. Srivastava in Association with Research Club, DoS, Central University of Rajasthan, Ajmer, India, on September 12, 2022.
  • International Workshop on “Integrated Approaches of Stochastic Modelling and Data Science for Sustainable Development” in conjunction with Diamond Jubilee Celebrations (1962-2022) of Department of Statistics, S.V. University, jointly organized with Indian Society for Probability & Statistics (ISPS), 7-11 September, 2022.
  • “Emerging Trends of Statistics in the Era of Technological Advancement” on the occasion of National Statistics Day organized by the Department of Mathematics & Statistics, Manipal University Jaipur on June 29, 2021.
  • Three Days Training Programme “Statistical Tools and Data Analysis Using Software” organized by Department of Statistics, Maharshi Dayanand University, Rohtak, on 24-26 March, 2021.
  • Two Days Webinar on “Awareness of Statistical Software (R, PYTHON, SAS, SPSS)” in conjunction with the Annual Academic Competition, organized by ISPS, 13th-14th March, 2021.
  • One Day Workshop on “Reliability Theory & Modelling” organized by Department of Statistics, Maharshi Dayanand University, Rohtak, on 26 February, 2021.
  • One Week Online Faculty Development Programme on “Basic Research Methods and Data Analysis” organized by Delhi Institute of Advanced Studies, Delhi, on 20-26 February, 2021.

Subjects Taught

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  • Probability and Statistics (BMAS0108)
  • Statistical Analysis (MMAC 1005)
  • Regression and Predictive Modelling (MMAE 0102)
  • Multivariate Analysis and Stochastic Process (MMAE 0106)
  • Data Visualization (BCSC 0018)
  • Data Visualization Practical (BCSC 0815)
  • Probability Theory and Distribution (MMAE 0101)
  • Statistics for Data Science -I (BMAC 0101)
  • Business Statistics (BMAS 0204)
  • Information Theory (PAGS 0045)
  • Econometrics (PAGS 0044)
  • Statistics for Data Science -II (BMAC 0102)

Research Interest

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  • Fuzzy System
  • Fuzzy Set Theory and its Applications
  • Fuzzy Software Reliability
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