Gaurav Gupta


Gaurav Gupta

Dr. Gupta has guided 2 Ph.D. students, 9 Postgraduates and 3 undergraduates students for their dissertation.  He is interested in advising students for research in Applied Mathematics, Data Analytics, and Image processing.




MATH 2400 Calculus I
MATH 2416 Calculus II
MATH 1010 Foundations of Mathematics
MATH 2995 Matrix and Linear Algebra
MATH 3225 Comp. Methods in Matrix and Lin. Alg. II
MATH 3940 Numerical Analysis

Calculus I and II
Numerical Analysis
Methods of Applied Mathematics
Digital images Processing
Probability and Statistics
Advanced Linear Algebra


EDUCATIONAL BACKGROUND:  Dr. Gupta is teaching Mathematics at WKU. Dr. Gupta previously served as an Assistant Professor of Mathematics at The NorthCap University (India) from July 2011- August 2017. He has also worked with Indian Space Research Organisation(ISRO) at Indian Institute of Technology Roorkee, India for three years.

RESEARCH INTERESTS:  Computer Vision, Digital Image Processing (DIP), Soft Computing with Optimization problems and Data Analytics


1. Filtering impulse noise in medical images using information sets
Pattern Recognition letters, (Elsevier) June 2018 Impact factor: 2.164

2. An Intelligent Two Phase Fuzzy Decision Tree Based Clustering Model for Design of Computer Aided Detection/Diagnosis (CADe/CADx) System,
MAPAN-Journal of Metrology Society of India(Springer), Vol 33(1), pp 63–75, 2017. Impact factor: 0.611

3. ANT_FDCSM: A Novel Fuzzy Rule Miner derived from Ant Colony Meta-Heuristic for Diagnosis of Diabetic Patients,
Journal of Intelligent & Fuzzy Systems (IOS Press), Vol. Pre-press, No. Pre-press, pp. 1-14, 11 August 2018. Impact factor: 1.426. DOI: 10.3233/JIFS-172240

4. Edge detection of digital color images using information sets
The Journal of Electronic Imaging-SPIE, Vol 25(6), 2016. Impact factor: 0.840

5. Underexposed and overexposed colour image enhancement using information set theory
The imaging Science Journal (Taylor & Francis), Vol. 64(6), 2016. Impact factor: 0.454.

6. Sentiment Analysis Using Text Mining: A Review
International Journal on Data Science and Technology, Vol 4, Issue 2, pp. 49-53, June 2018.
7. Metaheuristics: Modeling variant of ant colony optimization for image edge detection using self adaptive approach
Proceedings of the 2nd International Conference on Communication and Computing Systems, Communication and Computing Systems (Taylor & Francis), pp 31-33, 2017.

8. A hybridized framework to build bias optimized decision tree classifiers
Proceedings of the 2nd International Conference on Communication and Computing Systems, Communication and Computing Systems (Taylor & Francis), pp 681-686, 2017.

Dr. Gupta has participated in many reputed International and national in which he chaired Technical Sessions and presented research papers. He has also delivered talk at Quality Improvement Program (QIP) centre, Indian Institute of Technology Roorkee, India. He is the reviewer of Journal of Medical Systems – Springer. He has organized many conferences, workshops and Faculty development programs. He has published many research papers in the reputed International Journals and Conferences.