Ms. Tanya Garg

Assistant Professor (Contractual)

Specialization

Machine Learning, Data Mining & Big Data

Email

tanya.garg@thapar.edu

Specialization

Machine Learning, Data Mining & Big Data

Email

tanya.garg@thapar.edu

 

ORCID ID

https://orcid.org/0000-0002-6915-9023

 

Biography

Tanya Garg is currently working as Assistant Professor at Thapar Institute of Engineering & Technology. She is pursuing Ph.D from S.L.I.E.T Longowal. She obtained her Masters in Computer Science & Technology from Central University of Punjab, Bathinda and B.E IN CSE from S.L.I.E.T, Longowal.   She is a member of various professional bodies. Her current area of research and interest includes Machine Learning, Big Data & Data Mining.

Membership of Professional Associations

  • Computer Society of India (CSI)
  • International Association of Engineers (IAENG)
  • International Society of Research & Development (ISRD)

Achievements & Extra Curricular Activities

  • Got Best Teacher Award during Academic Session (2017-2019) at GGI, Khanna
  • Coordinator of Industrial Interaction, Training & Placement Activities
  • Got Certified Collaborative member by SKOPE India during Escape Velocity Workshop

Research Publications

  1. Socio-Economic and Health Challenges due to COVID-19 and Mitigation Strategies(SEHCM-2020) TEQIP–III sponsored E-International conference on held at NIT Jalandhar during October 22-23 2020.
  2. A Book Chapter on Machine Learning for OCR accepted for publication in Wiley edited book titled “Machine Vision Inspection Systems: Machine Learning Based Approaches, Volume 2” (July,2020).
  3. A Change Detection Approach for SAR Images Using Modified Log Ratio and Median Filtering in Scopus Indexed Journal: Journal of Critical Reviews, ISSN No. 2394-5125, Vol. 7, Issue 19. (July,2020).
  4. A Book Chapter on “Network Intrusion Detection Model using Machine Learning & Data Mining Approach-A Survey” during ICAML 2020 held at Punjabi University Patiala. (June 2020).
  5. Big Data Analytics: Applications, Challenges & Future Directions in IEEE Scopus Conference, ICRITO-2020 held at Amity University Noida. (June 2020).
  6. Evaluation of Various Classifiers for NSL-KDD Dataset using Machine Learning Approach. (Published in International Journal IJETIR During ICTSEM-19).
  7. A Model for Automatic Detection of Retina Diseases (Published in International Journal IJETIR During ICTSEM-19).
  8. A review paper on Data Mining Approach for Feature Selection for Network Intrusion Detection System (November issue in IJARCSSE).
  9. Comparison of Classification Techniques in WEKA (Published in IEEE Xplore Presented at Poornima University, Jaipur, conference ICRAIE-2014 held on 9-11 May 2014).
  10. Analysis of Various Feature Selection Techniques in WEKA (Published during IMTC-2014, International Conference held at CT Group of Institutions, Jalandhar).
  11. Combinational Feature Selection Approach for Network Intrusion Detection System (Published in IEEE Xplore Presented at Jaypee University, Solan, PDGC-2014).

FDP/Workshops Attended/MOOCs

  • ATAL FDP on Virtual and Augmented Reality (Held on Nov 23-Nov 27) Virtual Organized by GNDEC Ludhiana.
  • ATAL FDP on Data Sciences (Dec 14-Dec18) Organized by Central University of Punjab Bathinda (Virtual).
  • ATAL FDP on “Cyber Security” held in May-2020 Organized by PEC University (25th – 29th May,2020).
  • Three days’ workshop on “MALWARE ANALYSIS AND REVERSE ENGINEERING” organized by National Institute of Technical Teachers Training & Research (NITTTR), Chandigarh, India on 15 to 17 July 2020.
  • Short Term Course on “Essential Tools in Optimization” Organized by NIT Jalandhar (25th – 29th June,2020).
  • Two Days National Workshop on “Interview Skills” Organized by NIT Jalandhar (June 15-16,2020).
  • One Day National Workshop on “Innovation and Intellectual Property Rights Filing” (July 01, 2020).
  • “Overview of Intellectual Property Rights” Organized by Department of Computer Science and Engineering Audisankara College of Engineering & Technology (Autonomous) JUNE 09, 2020.
  • NPTEL Certification Course on Blockchain Technology (Jan-May,2020).
  • Python Certification Course authorized by University of Michiganand offered through Coursera (June 13,2020).
  • Learning to Teach Online Certification course authorized by UNSW Sydney (The University of New South Wales) and offered through Coursera.
  • Elearning Program on “Machine Learning” by Tata Steels.
  • ONE WEEK AICTE-IKGPTUSPONSORED FDP on “Recent Trends in Image Processing Techniques” Organized by GNDEC Ludhiana (Dec 30, 2019- Jan 03, 2020).
  • Attended one-week TEQIP-III Sponsored FDP on “Emerging Trends in Computing & Networking” held at SLIET Longowal (17-22, Dec-2018).
  • Workshop on “Intellectual Property Rights” held at GGI,Khanna.
  • India First Leadership Talk by Shri Anand Mahindra held at GGI, Khanna.
  • One-week FDP On Cloud Computing (NPTEL Certification).
  • One and a half week FDP on Computer Organization & Architecture, A Pedagogical Aspect (NPTEL Certification).
  • Two weeks Workshop on IoT held at GGI by NSIC.

Conferences Attended

  • Virtual Conference SEHCM -2020 held at NIT Jalandhar (Virtual) Paper presented and Published(TEQIP-III Sponsored).
  • ICAML-2020 held at Punjabi University Patiala (June-2020) Virtual Conference.
  • ICRITO-2020 held at Amity University Noida (June -2020) Virtual Conference.
  • 100th Indian Science Congress at Kolkata in December, 2013.
  • ICRAIE-2014 at Poornima University, Jaipur. (Paper Presented).
  • IMTC-2014 at CT Group of Institutions, Jalandhar (Paper Presented).
  • PDGC-2014 at Jaypee university, Solan (Paper Presented).
  • ICTSEM-2019 at Gulzar Group of Institutes, Khanna (Paper Presented).

Job Experience

  • 4 Months exp. (September. 2014 to December.2014) as Assistant Professor (CT Group of Institutions, Jalandhar.
  • 4 years & 2 Months exp.(May 2015 to August 1st 2019) as Assistant Professor (Gulzar Group of Institutions, Khanna).
  • Total Teaching Experience:4 years 6 Months.