Ph. D., M. Sc.(Mathematics), MCA, B. Sc.(Mathematics Hons.)

• Deep Learning

• Machine Learning & its Applications
• Deep Learning
• Fuzzy Logic & its Applications
• Soft Computing
• Software Quality Prediction
• Data Mining.

International Journal Publications

• Aparna Shukla,  Vandana Bhattacharjee and Jaya Pal (2026),   "Exploring the Landscape: A Comprehensive Survey on Biometric-Based Identification System ", International Journal Scientific Research in Engineering and Management(IJSREM), ISSN:2582-3930, Volume.10, Issue 1, pp.1-32, January 2026 DOI: 10.55041/IJSREM55827

• Sandeepa Oraon , Suman Kumari , Siba Mitra , Jaya Pal , Samreen Anjum (2025)“ Heart Disease Prediction Using Machine Learning", IJNRD - International Journal Of Novel Research And Development (www.IJNRD.org), ISSN:2456-4184, Vol.10, Issue 5, page no.e277-e285, May-2025, Available: https://ijnrd.org/papers/IJNRD2505423.pdf

• Vijayalakshmi Sarraju, Jaya Pal, and Supreeti Kamilya. “Inferential Statistics–Driven Logistic Regression Model for Cardiovascular Disease Prediction.”International Journalof Applied Mathematics, vol. 38, no. 4s, 2025, https://doi.org/10.12732/ijam.v38i4s.251[Scopus ]

• Vijayalakshmi Sarraju, Jaya Pal, and Supreeti Kamilya, “Predictive modelling of cardiovascular disease survival using mutual information and machine learning across varying sample sizes,” International Journal of Basic and Applied Sciences, vol. 14, no. 4,pp. 269–278, 2025, doi: 10.14419/xn4vbz19.[Scopus]

• Kuntal Mukherjee and Jaya Pal (2025), "Energy Efficient Design of IOT", IJNRD - International Journal Of Novel Research And Development (www.IJNRD.org), ISSN:2456-4184,Vol.10,Issue3,pageno.c47-c58,March-2025,DOI: http://doi.one/10.1729/Journal.44310.Available:https://ijnrd.org/papers/IJNRD2503205.pdf,

• Aparna Shukla,  Jaya Pal,  and Rahul Raj(2025),   "The Hidden Challenge: A Thorough Review of Missing Data Handling and Its Implications for Research", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 1, pp.b292-b302, January 2025,Available at :http://www.ijcrt.org/papers/IJCRT2501148.pdf

• Jaya Pal, Anand Prakash, Sunny Kumar(2025), “A Predictive Paradigm: Proposed Ensemble Frame Work for Cardiovascular Disease”, International Journal Of Engineering Research & Technology (IJERT) Volume 14, Issue 1 (January 2025) DOI : 10.17577/IJERTV14IS010014 ,[PeerReviewed]https://www.ijert.org/research/a-predictive-paradigm-proposed-ensemble-frame-work-for-cardiovascular-disease-IJERTV14IS010014.pdf

• Vijayalakshmi Sarraju, Jaya Pal and Supreeti Kamilya (2025), “A Sample Size–Driven Approach to Heart Disease Risk Prediction", Journal of Information Systems Engineering and Management, ISSN:2468-4376, Vol. 10 No. 46s (2025) [SCOPUS] Doi: https://doi.org/10.52783/jisem.v10i46s.8783

• Onima Tigga, Jaya Pal and Debjani Mustafi(2024), “Bi-SMOTE: a novel framework for handling imbalanced datasets using machine learning techniques”, International Journal of Information Technology (IJIT), (2024), [SCOPUS] https://doi.org/10.1007/s41870-024-02224-y

• Onima Tigga, Jaya Pal and Debjani Mustafi (2024). “A Novel Data handling Technique for Wine Quality Analysis using ML Techniques”, International Journal of Experimental Research andReview(IJERR),Vol45,pp.25-40.[SCOPUS] DOI:https://doi.org/10.52756/ijerr.2024.v45spl.003

• Onima Tigga, Jaya Pal and Debjani Mustafi (2024), “A Fuzzy Logic Rule Based Paradigm for Wine Quality Prediction “, International Journal of Intelligent Systems and Applications in Engineering (IJISAE) https://ijisae.org ISSN: 2147-6799, 2024.[SCOPUS]

• Vijayalakshmi Sarraju, Jaya Pal and Supreeti Kamilya (2024), “Improved Sensitivity and Reliability in Heart Disease Survival Prediction A Stacking SVM and Logistic Regression Approach.” International Journal of Intelligent Systems and Applications in Engineering,  ISSN 2147-6799,12(4),4918 [SCOPUS ]https://ijisae.org/index.php/IJISAE/article/view/7231

• Jaya Pal, Debjani Mustafi and Onima Tigga, “Prediction of Software Quality using Hierarchical Fuzzy Rule Based System” International Journal of Emerging Technologies and Innovative Research(www.jetir.org |UGC Approved),ISSN:2349-5162,Vol.11,Issue 5, pp.m630-m636,May-2024, Available at: http://doi.one/10.1729/Journal.39765

• Onima Tigga , Jaya Pal & Debjani Mustafi, “A Comparative Study of Rule Based Classifier and Decision Tree In Machine Learning”,International Journal of Advances inSoft Computing and Intelligent Systems (IJASCIS) Vol. 02, Issue 01, 2023, pp. 40-47 

https://sciencetransactions.com/ijascis/uploads/2023/02/j23-40-47.pdf

• Jaya Pal and Vandana Bhattacherjee (2016) “A modified entropy based fuzzy clustering for software quality data”, Asian journal of science and technology (AJST), ISSN: 0976-3376, Vol.7, Issue 7, pp. 2260-2267, Jan., 2016 
• Jaya Pal and Vandana Bhattacherjee(2015) “Fuzzy Rule based model for movie categorization”, International research journal of emerging trends in multidisciplinary (IRJETM),ISSN 2395-4434 Vol. 1, Issue 9, pp.37-41, Nov., 2015 
• Jaya Pal and Vandana Bhattacherjee(2015) “Fuzzy Rule Based Classifier for Software Quality Data”, Journal of Theoretical and Applied Information Technology(JATIT),Vol 72,No 1,pp.58-66,Feb 2015, ISSN :1992-8645 [SCOPUS]
• Jaya Pal and Vandana Bhattacherjee(2015) “Entropy-based fuzzy clustering to classify software quality: Comparison with Fuzzy C-Means clustering”, International Journal of Applied Engineering Research (IJAER), ISSN 0973-4562 Vol. 10, No.18, pp. 38937-38942[SCOPUS]    https://www.ripublication.com/ijaer10/ijaerv10n18_51.pdf
• Jaya Pal and Vandana Bhattacherjee(2015) “Prediction of fine in accidents using fuzzy rule based model”, International journal of scientific engineering and applied science (IJSEAS),ISSN 2395-3470Vol. 1, Issue 9, pp.109-114, Dec., 2015 
• Jaya Pal and Vandana Bhattacherjee(2015) “Software quality prediction using fuzzy rule based system”, International current research (IJCR), ISSN 0975-833X Vol.7, Issue 12,pp.24181-24185-41, Dec., 2015 https://www.journalcra.com/sites/default/files/issue-pdf/12301.pdf
• Jaya Pal and Vandana Bhattacherjee(2014) “Hierarchical Cluster Generation for Software Quality: A Comparative Approach”, International Journal of Engineering and Technology (IJET), Vol 6, No 4,pp. 1827- 1839  Aug-Sep 2014, ISSN : 0975-4024[SCOPUS]
• Sanjay Kumar, Vandana Bhattacherjee and Jaya Pal (2013) “Software effort prediction – A Fuzzy logic Approach”, Global journal of Computer Science and Technology, Vol. 13, Issue 10, pp. 9-14 September 2013 https://globaljournals.org/GJCST_Volume13/3-Software-Effort-Prediction.pdf
• Vandana Bhattacherjee and Jaya Pal “Applying Fuzzy Clustering to predict Software usability, International Journal of Applied Research on Information Technology and Computing (IJARITAC), September - December 2010, Vol. 1 Issue 3, pp. 279 – 289 (Indianjournals.com) http://dx.doi.org/10.5958/j.0975-8070.1.3.019

International Conference Publications

• Vijaya Lakshmi Sarraju, Jaya Pal & Supreeti Kamilya, “Impact of sample size analysis through machine learning models on predicting cardiovascular diseases”, Second, IEEE International Conference on Advances in Information Technology (ICAIT-2024). DOI: 10.1109/ICAIT61638.2024.10690609 (IEEE.Explorer)

• Onima Tigga, Jaya Pal & Debjani Mustafi, “Performance Analysis of Machine Learning Algorithms for Data Classification” International Conference on Machine Intelligence with Applications (ICMIA 2023,) Birla Institute of Technology, Mesra , Off Campus Lalpur, Ranchi, India,07-08, December 2023. https://doi.org/10.1063/5.0214183

• VijayaLakshmi Sarraju, Jaya Pal & Supreeti Kamilya ,”SRS: Gender-Based Heart Disease Prediction Using Stratified Random Sampling Approach”, International Conference on Machine Intelligence with applications (ICMIA 2023) , Birla Institute of Technology, Mesra , Off Campus Lalpur, Ranchi, India,07-08, December 2023

• O. Tigga, J. Pal,  D. Mustafi,” A Comparative Study of Multiple Linear Regression and KNNs using Machine Learning”, Fifth IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT  2023), Velalar College of Engineering & Technology, Erode, Tamil Nadu, India. and published in Proceedings of INSPEC Accession Number: 23456658,IEEE Xplore (Scopus indexed), DOI: 10.1109/ICECCT56650.2023.10179713

• Vijayalakshmi Sarraju , Jaya Pal and Supreeti Kamilya) “Performance Analysis of Supervised Learning Algorithms on Different Applications”, 9th International Conference on Foundations of Computer Science & Technology (CST 2022). November 12-13, 2022 Chennai, India, Academy & Industry Research Collaboration Center(AIRCC)

DOI:10.5121/csit.2022.121903

• Onima Tigga, Jaya Pal and Debjani Mustafi “A Comparative Study of Rule-Based Classifier and DT in Machine Learning”, 4th International Conference on Soft Computing and its Engineering Applications (ICSOFTCOMP), 2022

• Onima Tigga, Jaya Pal and Debjani Mustafi “Using Hierarchical Fuzzy Rule Based System to Predict Software Quality”, 2nd International Conference on Nano electronics, Machine Learning, Internet of Things & Computing, Systems (NMIC-2022) Indian Society for VLSI Education, Ranchi

• Jaya Pal and Vandana Bhattacherjee “Analysis of Complete- Link Clustering for Identifying Multi- attributes  Software Data”, Proceedings of AMLTA 2018: The International Conference on, Advanced Machine Learning Technologies and Applications, Egypt, February 2018

• Jaya Pal and Vandana Bhattacherjee “A modified entropy based fuzzy clustering for software quality data”, Asian journal of science and technology (AJST), ISSN: 0976-3376, Vol.7,Issue 7, pp. 2260-2267, Jan., 2016

• Jaya Pal and Vandana Bhattacherjee “Entropy-based fuzzy clustering: A Comparison”, Second International Conference on Computing and Systems-2013(ICCS-2013), Burdwan University, West Bengal, September   21-22, 2013
• Jaya Pal and Vandana Bhattacherjee “Application of fuzzy clustering on software quality using max – min method”, International conference on Communication, Computing & Security (ICCCS 2012), NIT, Rourkela,  October 6-8, 2012 

• Sanjay Kumar, Vandana Bhattacherjee and Jaya Pal “Software Effort Prediction – A Fuzzy Logic Approac”h, Proceedings of  ACCT 2011, Rohtak, January 2011 

• Jaya Pal and Vandana Bhattacherjee “Movie Analyzer using Fuzzy Rule Based System”, Proceedings of International conference on Computing and Systems, ICCS 2010, November 2010, Burdwan, India, pp. 16-21 

• Jaya Pal and Vandana Bhattacherjee “A Fuzzy Logic System for Software Quality Estimation”,  Proceedings of International Conference on Information Technology ICIT 2009, Bhubaneswar, Dec. 21 – 24, 2009

• Jaya Pal and Vandana Bhattacherjee “Fuzzy rule based system for fine prediction in accidents”,  Proceedings of Conference on Information Science Technology and Management (CISTM) 2009, MDI, Gurgaon.

• Vandana Bhattacherjee, Amrita Priyam, Onima Tigga, Jaya Pal, and Partha Sarathi Bishnu, “Neural Network Modeling and Prediction of Crop Yield”, Proceedings of National Conference NCM2C - 2007, JNU, New Delhi, pp. 168-172, 2007

Book Chapters  

• Jaya Pal and Vandana Bhattacherjee, “The  Advances in Intelligent Systems and Computing”,  book series (AISC,volume 723), Springer, Cham. Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data.pp 292–300 https://doi.org/10.1007/978-3-319-74690-6_29

Refresher /Workshop/Seminar attended

• FFD on “High Performance Computing”,sponsored by JCSTI, Govt. of Jharkhand oganized by Department of CSE,BIT Mesra, Ranchi, 28^th July-1st August 2025.

• Five Day National Faculty Developement Programme, “Research Structuring and Publication Process, Theme Research- The Resource of continuous Learning”, 23^rd - 27^th June, 2025, organized byNational Foundation for Entrepreneurship Development(NFED), Coimbatore, Tamil Nadu.

• Workshop on Deep Learning models for Assessment of Mental Wellness amongst Young Adults”, BIT Mesra(Lalpur Unit), 27^th -31^st January,2025.

• “Enriching the Quality of Teaching Learning Process in the present  scenario”,  BIT Mesra off Campus Lalpur Ranchi 16^th  May, 2023

• “Faculty Development Programme on Artificial Intelligence, Robotics And Automation “(Online mode),  School of Automation, Banasthali Vidyapith, Rajasthan, 09^th March to 14^rh March, 2022

• “Applications of Machine Learning” (Online mode) ,Dept. of CSE , Dr B. C. Roy Engineering College, Durgapur, 22^nd Feb-26^th 2022

• Faculty Development Programme on “Cyber Security and Investigation Tools” (Online mode)  Dept of CSE,  BIT, Mesra, 11^th Sept to 15^th Sept,2020

• ISTE,STTP on “Introduction To Design of Algorithm”,  IIT, Kharagpur Under The National Mission on Education Through ICT(MHRD)at Remote Centre BIT, Mesra, 24^th April to 30^th May,2015

• MHRD/AICTE Short term course “Statistical Modeling for Data Analysis”(SMDA),  Indian Institute of Technology, Kharagpur, 30^th Nov to 11^th Dec, 2009

• MHRD/AICTE Winter School on “Logic and Applications of Logic” (LAAL 2009)  Part- I,  Indian Institute of Technology, Kharagpur, 5^th Jan to 9th Jan, 2009

• Quality Improvement Programme Centre on”Role of Soft Skills in Effective Classroom Management”,  Department of Humanities and Social Sciences ,Indian Institute of Technology, Roorkee, 23^rd June to 4^th July, 2008

• Guide to Mrs. Onima Tigga (Awarded)
• Guide to Mrs. Vijayalakshmi Sarraju (Ongoing)
• Co-Guide to Mr. Ravi  Ranjan Kumar(Ongoing, Patna)