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]

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''