Er. Sania Thomas

Ms Sania Thomas
Er. Sania Thomas

Designation: Assistant Professor  (Sr)       
Education: B.E, M. E, Ph.D. (Pursuing)

Professional Experience:

Teaching: 10.8 Years

  1. Assistant Professor, Department of Computer Science and Engineering, Swami Vivekananda Subharthi Deemed to be University, Meerut, Uttar Pradesh, India (April 2016- May 2017)
  2. Assistant Professor, Department of Computer Science and Engineering, Rajive Gandhi College of Engineering, Sriperumbudur, Tamil Nadu. (May 2013- April 2015).

Specialization

UG: B. E Computer Science and Engineering
PG: M. E Computer Science and Engineering

Publications:

International Journals

  1. Sania Thomas and Jyothi Thomas,(2024) “An optimized method for mulberry silkworm, Bombyx mori (Bombycidae: Lepidoptera) sex classification using TLBPSGARFEXGBoost,” Biology Open, pp. bio-060468, 2024, The Company of Biologists Ltd. DOI: 10.1242/bio.060468. (Scopus, Cite score: 3.9; SCIE, IF: 1.8) 
  2. Sania Thomas and Jyothi Thomas,(2024) “Nondestructive and cost-effective silkworm, Bombyx mori (Lepidoptera: Bombycidae) cocoon sex classification using machine learning,” International Journal of Tropical Insect Science, pp. 1-13, 2024, Springer. DOI: 10.1007/s42690-024-01207-7. (Scopus, Cite score: 2.4; SCIE, IF: 1.1) 
  3. Sania Thomas and Jyothi Thomas,(2022) “Non-destructive silkworm pupa gender classification with X-ray images using ensemble learning,” Artificial Intelligence in Agriculture, vol. 6, pp. 100-110, 2022, Elsevier. DOI: 10.1016/j.aiia.2022.08.001 (Scopus, Cite score: 21.6; SCIE, IF: 8.2, Quartile: Q1) 
  4. Binson VA, Sania Thomas, Subramoniam M. Non-invasive detection of early-stage lung cancer through exhaled breath volatile organic compound analysis. Medical Gas Research. 2025:10-4103. (ESCI and Scopus indexed with Impact factor 3.0)
  5. Manju G, KS SK., Sania Thomas, Binson VA. Precision crop prediction using IoT-enabled soil sensors and Machine Learning. ITEGAM-JETIA. 2024 Sep 25;10(49):65-70. (Scopus indexed)
  6. Manju G, Binson VA, Sania Thomas. Automated Disease Detection in Silkworms Using Machine Learning Techniques. Advance Sustainable Science Engineering and Technology. 2024 Sep 20;6(4):02404015. (Scopus indexed)
  7. Binson VA, Sania Thomas, Subramoniam M, Arun J, Naveen S, Madhu S. A Review of Machine Learning Algorithms for Biomedical Applications. Annals of Biomedical Engineering. 2024 May;52(5):1159-83. (SCIE and Scopus indexed with Impact factor 3.0)
  8. VA B, Mathew P, Sania Thomas, Mathew L. Detection of lung cancer and stages via breath analysis using a self-made electronic nose device. Expert Review of Molecular Diagnostics. 2024 Apr 2;24(4):341-53. (SCIE and Scopus indexed with Impact factor 3.9)

Conference Publications

  1. Sania Thomas and Jyothi Thomas,(2024) “Comparative Analysis of Non-Destructive Silkworm Cocoon Sex Classification Using Machine Learning Models Based on XRay and Camera Images,” in International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), 2024, pp.1-7, IEEE. DOI: 10.1109/IACIS61494.2024.10721914. (Best Paper Presenter Award, Scopus indexed)
  2. Binson VA, Sania Thomas. The Development of a Mobile E-Nose System for Real-Time Beef Quality Monitoring and Spoilage Detection. Engineering Proceedings. 2023 Nov 9;56(1):256. (Scopus indexed)
  3. Binson VA, Sania Thomas, Philip PC, Thomas A, Pillai P. Detection of Early Lung Cancer Cases in Patients with COPD Using eNose Technology: A Promising Non-Invasive Approach. In2023 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE) 2023 Nov 8 (pp. 1-4). IEEE. (Scopus indexed)
  4. Teresa LA, Sunil NM, Andrews SR, Thengumpallil TT, Sania Thomas, Binson VA. Enhancing Children’s Learning Experience: Interactive and Personalized Video Learning with AI Technology. In2023 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE) 2023 Nov 8 (pp. 1-5). IEEE.  (Scopus indexed)
  5. Thomas A, Binson VA, Sania Thomas, George A, George A, George S. Steady State Analysis of a UOP SBS Fluid Catalytic Cracking Unit in Aspen HYSYS. In2023 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE) 2023 Nov 8 (pp. 1-5). IEEE. (Scopus indexed)
  6. Binson, V. A., Akbar, R., Thankachan, N., & Sania Thomas(2022). Design and construction of a portable e-nose system for human exhaled breath VOC analysis. Materials Today: Proceedings, 58, 422-427. (Scopus indexed)
  7. Philip, M., Kurian, M. A., Joseph, R., Sruthi, R., & Sania Thomas. (2021, September). A Computer Vision Approach for Lane Detection and Tracking. In 2021 2nd International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS) (pp. 188-192). IEEE. (Scopus indexed)
  8. Binson, V. A., Sania Thomas, Ragesh, G. K., & Kumar, A. (2021, September). Non-invasive Diagnosis of COPD with E-nose Using XGBoost Algorithm. In 2021 2nd International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS) (pp. 297-301). IEEE. (Best Paper Award, Scopus indexed)
  9. Lands, A., Kottarathil, A. J., Biju, A., Jacob, E. M., & Sania Thomas (2020, June). Implementation of deep learning based algorithms for diabetic retinopathy classification from fundus images. In 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) (pp. 1028-1032). IEEE. (Scopus indexed)
  10. Sania Thomas, & Thomas, J. (2020, December). A Review on Existing Methods and Classification Algorithms Used for Sex Determination of Silkworm in Sericulture. In International Conference on Intelligent Systems Design and Applications (pp. 567-579). Springer, Cham.

Patents

  1. Indian Design Patent Granted: Smart Shopping Cart with Auto Billing System, (Design Number: 411722-001, Date of Issue: 16/05/2024).
  2. Indian Patent Publication: Ultrasound based measurement device for Latex extract from Rubber trees, to estimate instantaneous DRC, (Application Number: 202041052999, Publication date: 04.12.2020).

Participations

Workshop/Seminars Attended

  1. Attended the faculty Development Program: Navigating the AI Landscape held by TCS and held at Saintgits College of Engineering, Kottayam, Kerala, between 23-Oct-2024 and 29-Oct-2024.
  2. Successfully completed the Online Faculty Development Program (FDP) on “Pixels to Predictions: Machine Learning in Medical Imaging” organized by the School of Computer Science and Engineering, VIT Chennai, from December 11, 2023, to December 15, 2023.
  3. Participated in the Offline Workshop on “Introduction to Unity”, conducted by ARK InfoSolutions Pvt. Ltd. at Saintgits College of Engineering, from May 22, 2023, to May 26, 2023.
  4. Attended the Online Faculty Development Program (FDP) on “Universal Human Values” organized by AICTE from July 18, 2022, to July 23, 2022.
  5. Participated in the Online Faculty Development Program (FDP) on “Recent Trends in Optimization Techniques for Engineering Problems” organized by the Department of Mechanical Engineering, Kongunadu College of Engineering and Technology, Trichy, from March 7, 2022, to March 9, 2022.
  6. Successfully completed the Online Faculty Development Program (FDP) on “Data Science for ALL”, conducted by the Electronics and ICT Academies at IIT Roorkee, MNIT Jaipur, NIT Patna, PDPM IIITDM Jabalpur, and NIT Warangal, under the “Scheme of Financial Assistance for Setting Up of Electronics and ICT Academies” of the Ministry of Electronics and Information Technology (MeitY), Government of India, from March 22, 2022, to April 1, 2022.

Membership

  • Life member ISTE 

Research Interest

  • Data Science
  • Computer Vision
  • Machine Learning
  • Digital Image Processing

Contact Details

Ph: +91-8289882995   

Email: sania.thomas@saintgits.org       

Linkedin: Sania Thomas | LinkedIn