Gaurav Gupta

Education

2008 -2012 Ph. D in Mathematics,  Hemwati Nandan Bahuguna Garhwal University(A Central University), Srinagar, India
2002-2004 Master of Science (Mathematics), Gurukul Kangri Vishwavidyalaya, Haridwar, India
2005-2006 Bachelor of Education (Education),  Chaudhary Charan Singh University Meerut, India.
1999-2002 Bachelor of Science (Physics, Chemistry, Mathematics), Chaudhary Charan Singh University Meerut, India.

 

Biography

Dr. Gaurav Gupta is an Assistant Professor of Mathematics and heading the mathematics department at the Wenzhou-Kean University, Wenzhou, China. He is having 13 years of teaching and research experience. From 2007-2010, he worked for Indian Space Research Organization (ISRO). He obtained more than $120,000 in grant funding from Wenzhou-education bureau. His research focus is in the area of Data Analytics, Image Processing, Computer vision and soft Computing. Dr. Gupta has published 30 research papers in reputed journals and conferences. He has guided two PhD students, 9 Masters Dissertations and 3 undergraduate Projects. He has participated and contributed in many conferences and workshops as keynote speaker, technical committee and session chair.

Research Interests

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

Academic Experience

July 2011– 2017                 Assistant Professor, The NorthCap University, Gurugram, India

Feb. 2011– July 2011         Assistant Professor, Greater Noida Institute of Technology, Greater Noida, India

Feb 2008– July 2010        Junior Research Fellow (JRF), Indian Institute of Technology Roorkee, Uttarakhand, India

Oct. 2007– Jan. 2008       Project Fellow, Indian Institute of Technology Roorkee, Uttarakhand, India

Dec. 2006– Sep. 2007        Project Officer, National Institute of Hydrology, Roorkee, India

Received project Grant

Research Area: Digital Economy

Funding Agency: Wenzhou Education Bureau

Amount: 800,000 RMB (~$ 118,518)

PhD Guidance

  1. Name: Shaveta Arora  Thesis title: Information set theory based Image Enhancement  Status: Thesis Defended (August 2017)
  2. Name: Anuradha Dull Thesis title: Hybrid Decision Tree Classification for Medical Diagnosis  Status: Thesis Defended (4 September 2018)

Invited Talk

  1. Shiga University, Hikone Japan, August 2, 2019.  https://www.ds.shiga-u.ac.jp/dscenter/event/p4604/
  2. Short term Course “Image Processing and Computer Graphics for Scientific Visualization” QIP Centre, Indian Institute of Technology Roorkee, India, July 9-13, 2012.
  3. Hands-on LaTeX: A sophisticated Document Preparation System During Professional Development Days, Wenzhou-Kean Univesity, 7th – 9th June, 2019
  4. “R for everyone: An Introduction to R Software” during Professional Development Days, Wenzhou-Kean Univesity,  12-13th October, 2019

Course Taught At Wenzhou-Kean University

MATH 2400 Calculus for Business and Economics

MATH2415 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 3544 Probability & Math Statistics

MATH 3940 Numerical Analysis

MATH 3700 Big Data Computing

 

At The Northcap University

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

Conferences & workshops participation and paper presentation

  1. International Conference on Machine Learning Technologies (ICMLT 2019) (Paper), Nanchang, China, June 21-23, 2019.
  2. International Conference on Applied Mathematics and Data Science, ICAMDS2018 (Paper), Hangzhou, China, May 29-31, 2018.
  3. International Conference on Computer Vision and Image Processing, CVIP-2016 Indian Institute of Technology, Roorkee, India, February 26-28, 2016.
  4. Annual research day “Cynosure” (Poster) Indian Institute of Technology, Ropar, Panjab, India, 7th November 2015.
  5. International Conference on Emerging Trends of Engineering, Science, Management and its Applications(Paper) Jawaharlal Nehru University (JNU), New Delhi, India, March 1, 2015.
  6. International Conference on Engineering Physics, Materials and Ultrasonics (Poster) The NorthCap University, Gurugram, India, June 3-4, 2016.
  7. International Conference on Modeling and Simulation (Paper) Babasaheb Bhimrao Ambedkar University, Lucknow, India, July 10-11, 2014.
  8. International Conference on Soft Computing for Problem solving (Paper) JK Lakshmipat University, Jaipur, India, December 28-30 2012.
  9. Indo-US International workshop on “Global Challenges: Climate Change, Water, Environment and Society Department of Civil Engineering, The NorthCap University, Gurugram, India, March 5-6, 2011.
  10. International Symposium on Medical Imaging: Perspectives on Perception and Diagnostics(Paper) Indian Institute of Technology, Delhi, India, December9-10, 2010.
  11. International Conference on Contemporary Computing(Paper) Jaypee Institute of Information Technology, Noida, India, August 9-11, 2010.
  12. National Meet of Research Scholars in Mathematical Sciences Indian Institute of Technology Roorkee, India, December 19-23, 2009.
  13. Study Group Meeting on Industrial Problem (SGMIP-09) in collaboration with Industrial Mathematics Group (IMG, IIT Bombay) and the Oxford Centre for Collaborative Applied Mathematics (OCCAM, UK) Indian Institute of Technology Roorkee, India, March 16-21, 2009.
  14. International Conference on Computer, Communication, Control and Information Technology(Paper) Academy of Technology, Hooghly, West Bengal, India, February6-7, 2009.

Recent Publications (Last Five Years)

  1. Filtering impulse noise in medical images using information sets Pattern Recognition letters, (Elsevier) June 2018 Impact factor: 2.164
  2. ACO Inspired Computer-aided Detection/Diagnosis (CADe/CADx) Model for Medical Data Classification, Recent Patents on Computer Science, 12, pp 1-10,
  3. A Study on Magneto-Thermodiffusive Wave Propagation in Dual-Phase-Lag Thermoelasticity with Temperature-Dependent Properties   Journal International Journal of Mathematics and its Applications, Vol 6(3), 45–61. 2018.
  4. 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 
  5. 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
  6. Information Sets for Edge Detection Encyclopedia of Image Processing (CRC Press, Taylor and Francis group), Pages: 378-394, Nov 2018. 
  7. Edge detection of digital color images using information sets The Journal of Electronic Imaging-SPIE, Vol 25(6), 2016.  Impact factor: 0.840
  8. Underexposed and overexposed colour image enhancement using information set theory.The imaging Science Journal (Taylor & Francis), Vol. 64(6), 2016. Impact factor: 0.454.
  9. Sentiment Analysis Using Text Mining: A Review.  International Journal on Data Science and Technology, Vol 4, Issue 2, pp. 49-53, June 2018.
  10. High Dynamic Range Imaging with Multiexposure Image fusion: A Variational Frame work, Proceedings of 4th International Conference on Big Data and Computing ACM Digital Library, Guangzhou, China, Pages 313-321, May 10 – 12, 2019.
  11. 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.
  12. 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.
  13. Multilevel Thresholding for Image Segmentation based on Similarity Filtering.Indian journal of Science and Technology, Vol. 9(48), 2016.
  14. Image Segmentation Using Genetic Algorithm and OTSU.Proceedings of the 5th International Conference on Soft Computing for Problem Solving, Advances in Intelligent Systems and Computing (Springer Series), Vol. 437, pp 473-480, 2016.
  15. Fuzzy Decision Tree Construction in Crisp Scenario through fuzzified Trapezoidal Membership Function, Internetworking Indonesia Journal, Vo. 7(2), 2015. Scopus, Google Scholar.
  16. Enhancement of overexposed color images IEEE Xplore proceedings of 3rd International Conference on Information and Communication Technology (ICoICT), pp. 207-211, May 27-29, 2015.
  17. Metaheuristics: Statistical Modeling and Application for Image Segmentation and Image Enhancement, International Journal of Innovations & Advancement in Computer Science, Vol. 4, March 2015.
  18. An Iterative Marching with Correctness Criterion algorithm for Shape from Shading under Oblique Light Source, Advances in Intelligent Systems and Computing (Springer Series), 236, pp 535-546, 2014.
  19. Automated urban area building extraction from high resolution satellite imagery.Proceedings of the International Conference on Emerging trends in computational & Applied Mathematics, June 2-4, 2014.
  20. A self-explanatory review of decision Tree classifiers, Proceedings of Recent Advances and Innovations in Engineering (IEEEXplore), Jaipur, India, May 09-11, 2014.
  21. MGI: A New Heuristic for Classifying Continuous Attributes in Decision Trees. IEEE Xplore proceedings In International Conference on High Performance Computing, INDIACom, New Delhi, INDIA, March 5-7, 2014.