Dr. Asmita Yadav

Biography

Her research interests are in the areas of Software Repositories, Mining Data Streams and Machine Learning. Her major areas of competencies include DAA, Automata, Data Structure, Big Data and Data Science. Shetakes keen interest in being part of academic research forums as well as propagating research through knowledge sharing and participating in quality research conferences and seminars.

Educational Qualifications

• 2020- Ph.D. (CSE & IT) – Jaypee Institute of Information Technology, Noida
• Domain: “Metadata Based Efficient Approaches for Triaging Software Bugs”.
• 2014 - M. Tech (Computer Science & Engineering) – BIT,  Mesra
• 2008 - MCA – MIET, Meerut

Work Experience

• Assistant Professor, Jaypee Institute of Information Technology, Noida-62, UP | November 2022-Present
• Associate Professor, KEC, Ghaziabad, UP | February 2022-November 2022
• Associate Professor, ABESEC, Ghaziabad, UP | August 2020-February 2022
• Assistant Professor, IPEM, Ghaziabad, UP | September 2012- July 2012
• Assistant Professor, BIT, Meerut, UP | August 2008- September 2012

Publications

Journals

• Yadav A.,Baljon M., Mishra S., Singh S.K., Saxena S. and Sharma S.K., “Developer Load Balancing Bug Triager: Developed Load Balance”, is published in Expert System, May 2022 [Index-Scopus and SCI].
• Yadav A. and Singh S.K., “An Automated Time-Based Multi- Criteria Bug Triage Approach: A Developer Working Efficiency and Social Network Based Developer Recommendation", published in Journal of Shanghai Jiao Tong University (Science), May 2022[Index-Scopus].
• Yadav A., “Study Tool Environment - Geometric Solver” International Journal of Mechanical and Production Engineering Research and Development (IJMPERD), August 2020. [Scopus Index, H5 index-16].
• Yadav A., “Influence of Advertising of Fashion Brands on Consumer Purchase Behavior”, is published in Journal of Shanghai Jiaotong University, 10(12), 2020, (Scopus Index).
• Yadav A. and Singh S.K., “DyEnTRAM- Dynamically Enhanced Metadata based Approach for Bug Assignment”, Trends Computer Science Information Technology, 5(1), pp.023-033, 2020.
• Yadav A.,Singh S.K. and Suri J.S., “Ranking of Software Developers based on Expertise Score for Bug Triaging”, Information and Software Technology, Elsevier, vol. 112, pp. 1-17, 2019. [SCI, Scopus Index, H5 index-81]
• Yadav A. and Singh S.K., “A novel and improved developer rank algorithm for bug assignment”, Inderscience: International Journal of Intelligent Systems Technologies and Applications, vol. 19, no.1, pp. 78-101, 2020. [Scopus Index, H5 index-15]
• Yadav A. and Singh S.K. , “Survey Based Classification of Bug Triage Approach”in APTIKOM Journal on Computer Science and Information Technologies. vol. 1, no. 1, 2016, pp. 1-11. [H index-2]
• Yadav A. and Singh S.K., “An Improved K-Means Clustering Algorithm” Published in International Journal of Computing Academic Research (IJCAR), Jordan, 2015. [Impact Factor- 0.453]
• Yadav A. and Singh S.P., "A Study of K-Means and Enhanced K-Means Clustering Algorithm" published in InternationalJournal of Advanced Research in Computer Science (IJARCS), vol. 4, 2013.
• Yadav A., "A Survey of Issues and Challenges Associated with Clustering Algorithms" published in International Journal for Science and Emerging Technologies with latest Trends (IJSETT), vol. 10, no. 1, pp. 7-11, 2013.
• Yadav A., "Issues and Challenges Associated with Clustering Algorithms" published in national Journal of IPEM, Ghaziabad, vol. 7, no. 2, July- Dec 2013.

Conferences

• Yadav A., “Bug Assignment- Utilization of Metadata Features along with Feature Selection and Classifiers" is published International Semantic Intelligence ConferenceISIC 2021. [Scopus Index].
• Yadav A. and Singh S.K., “An Information-Theoretic approach for Bug Triaging” published in Confluence-2018: 8th International Conference on Cloud Computing, Data Science & Engineering, 2018. [Scopus Index, H5 index:6]
• Asmita Yadav, Mufti Mohammad Usman, Anurag Sati and Sidham Jain, “Revolutionizing Software Development: Enhancing Quality and Performance Through Code Refactoring”, accepted in IC3, 2024.
• Asmita Yadav, Ayush Agarwal, Abhilash Tyagi and Ojasvi Pandey, “Transforming Breast Cancer Care: How 'Guard Her Health' Uses ML-Technology and Healthcare to Empower”, accepted in IC3 2024.
• Asmita Yadav, Govind Yadav, Saksham Jain, Suraj Ajay Dwivedi, “Comparison of ML, Deep Learning and Bio-inspired Algorithms in Bug Triaging”, IC3-2023: Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing August 2023, Pages 759 – 765, https://doi.org/10.1145/3607947.3608095.

Book Chapter

• Asmita Yadav, Mufti Mohammad Usman, Anurag Sati and Sidham Jain, “Automated Transcription System for Medical Prescriptions: Merging Technology and Healthcare”, Application in Artificial Intelligence in Production and Services, Publisher- Bentham Science, 2024
• Asmita Yadav, Yash Singh, Tushar Gupta, and Atul Sharma, “Android Application for Blind People”, Application in Artificial Intelligence in Production and Services, Publisher- Bentham Science, 2024
• Asmita Yadav, Cyrus Thapa, Nipun Garg, Om Verma, “Secure Stem Software for Optimized Stem Cell Banking Management”, Advancing Software Engineering Through AI, Federated Learning, and Large Language Models, 2024, Pages: 20, DOI: 10.4018/979-8-3693-3502-4.ch014
• Asmita Yadav, “A Comprehensive Review on Large Language Models: Exploring Applications, Challenges, Limitations, and Future Prospects”, Advancing Software Engineering Through AI, Federated Learning, and Large Language Models, 2024 |Pages: 23, DOI: 10.4018/979-8-3693-3502-4.ch002

Patent

• Patent published along with complete specification in the Indian Patent Office: Application titled “DEVELOPERS LOAD SENSITIVE AND EXPERTISE BASED SOFTWARE BUGS TRI-AGING” in the name of Jaypee Institute of Information Technology. Patent Application No.: 202011027737 dated 30th June, 2020
• Patent published one India industrial design titled “IOT BASED AGRICULTURAL SOIL AND IRRIGATION DRAINAGE MAKING MACHINE” under intellectual property right, Govt of India. Application Number-350165-001
• Patent India Patent Application Number - 202111062225 has been published in India Patent Journal No. 01/2022 Dated 07.01.2022. Patent Application Title- ''SMART VEHICLE TRACKING SYSTEM (SVTS)- OPTIMIZATION AND ENHANCING TRANSPORT CONNECTIVITYTO REDUCE THE WAITING COST USING INTELLIGENT SENSOR TECHNOLOGIES''