Specialization

Data Mining and Machine Learning

Email

shivani.goswami@thapar.edu

Education
1.    PhD in Computer Science and Engineering from Motilal Nehru National Institute of Technology Allahabad, Prayagraj  
2.    M. Tech. in Computer Science and Engineering from Dr. B. R. Ambedkar National Institute of Technology Jalandhar, Punjab
3.    B. Tech. (honors) in Computer Science and Engineering from Dr. A. P. J. Abdul Kalam Technical University, Lucknow
4.    Schooling from Khalsa Girls Inter College, Kanpur

Trainings
1.    Certifications in various QIPs/FDPs/STC from organizations like IITs, NIT Allahabad, AICTE etc.

Experience
1.    Assistant Professor, Computer Science and Engineering Department, Thapar University Patiala, India (May 2024 - present)
2.    Assistant Professor, Computer Science and Engineering Department, Galgotias University Greater Noida, UttarPradesh, India (August 2023 – May 2024)
3.    Teaching Assistant, Computer Science and Engineering Department, Motilal Nehru National Institute of Technology Allahabad, Prayagraj.
India (July 2021 – August 2023)
4.    Teaching Assistant, Computer Science and Engineering Department, Dr. B. R. Ambedkar National Institute of Technology Jalandhar, Punjab. India (July 2019 – June 2021)

Journal publications
1. Shivani Goswami and Anil Kumar Singh, “A literature survey on various aspect of class imbalance problem in data mining” Multimedia Tools and Applications 83(27):1-26. https://doi.org/10.1007/s11042-024-18244-6 (Impact Factor-3.6, SCI Indexed).
2. Shivani Goswami and Anil Kumar Singh, “A Survey on Overlapping Community Detection : Label Propagation” Multimedia Tools and Applications(Communicated) (Impact Factor-3.6, SCI Indexed).
2. Supriya Agrahari, Sakshi Srivastava, Shivani Goswami and Anil Kumar Singh, “Identification of novelty and recurrent drift in the streaming environment” Multimedia Tools and Applications (Minor Revision) (Impact Factor-3.6, SCI Indexed).

Patent publications
1 Design patent published
1 Utility patent published

Book Chapter publication
1.    Shivani Goswami and Anil Kumar Singh," Every aspect of Handling Class Imbalance in the Healthcare Sector, CRC Press.(SCOPUS Indexed).

Peer reviewer for Journals/Conferences
●    SN Computer Science Journal
●    International conferences

Honours and Achievements

●    Qualified Graduate Aptitude Test in Engineering (GATE) in 2019,2020,2021,2022,2024.
●    Qualified National Eligibility Test (UGC-NET) for Assistant Professor in December 2022 and 2023.
●    Qualified Joint Entrance Screening Test(JEST-2018)
●    MHRD Scholarships in M.tech and Ph.D.
●    Awarded a merit certificate for eligibility in Scholarship of Higher Education (SHE) component under the INSPIRE SCHEME