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NIIT UNIVERSITY

Dr Shilpa Suman

  • Assistant Professor
  • Geographic Information Systems
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Dr Shilpa Suman is an Assistant Professor at NIIT University with expertise in Remote Sensing, Image Processing, Spatial Analysis, and Fuzzy-based Machine Learning Algorithms. She completed her PhD in Geoinformatics from IIT (ISM) Dhanbad, where her doctoral research investigated the effect of spatial information on fuzzy-based classifiers for enhanced remote sensing image classification. She has over two years of academic experience as Assistant Professor at VIT Bhopal University (2023–2025) before joining NIIT University. Her research integrates fuzzy machine learning, convolutional clustering approaches, and satellite data analysis for applications in agriculture, land use/land cover mapping, and sustainable development.

Qualification

  • PhD (Geoinformatics)
  • MTech (Geomatics)
  • BTech (Computer Science)

Experience

  • 3+ Years

Courses Taught

Research Areas
  • Remote Sensing Data Processing & Enhancement
  • Image Processing & Spatial Analysis
  • Fuzzy Machine Learning Classifiers
  • Agricultural Crop Mapping using Sentinel Satellite Data
  • Geospatial Data for Sustainable Development

Consulting Area

  • Remote Sensing & Image Interpretation
  • Spatial Analysis using Fuzzy Techniques
  • R Programming, ArcGIS, ERDAS Imagine
  • Machine Learning for Remote Sensing Applications

Publications

Journal Articles
  • Shilpa Suman, Anil Kumar, and Dheeraj Kumar. "Study the effect of MRF Model based NC classifier with different distance measures and parameters." Journal of Geomatics 17.1 (2023): 32-42. – Journal of Geomatics
  • Shilpa Suman, Anil Kumar, and Abhishek Rawat. "Fuzzy machine learning based algorithms for mapping chickpea agricultural crop fields using sentinel-2 satellite data." Journal of Geomatics 18.1 (2024): 40-49. Satellite Data – Journal of Geomatics
  • Shilpa Suman, et al. "Convolutional Fuzzy Machine Learning based Algorithms for Mapping Chickpea Agricultural Crop Fields using Temporal Satellite Data." Procedia Computer Science 230 (2023): 532-541. – Procedia Computer Science
  • Shilpa Suman, et al. "Fuzzy Machine Learning-Based Algorithms for Mapping Cumin and Fennel Spices Crop Fields Using Sentinel-2 Satellite Data." RIG 33 (2024). – Revue Internationale de Géomatique
  • Harsh, Kumar et al. "A GIS Based Earthquake Hazard Pattern Identification Implementing the Local Site-Specific Parameters and the Historical Seismicity." Revue Internationale de Géomatique (2025): 34.

Conference Proceedings

  • Suman, Shilpa, Anil Kumar, and Dheeraj Kumar. "Effect of Convolutional Based Local Information with Different Distance Measures in FCM Classification." Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur-India. 2019.

Professional Activities & Achievements

  • Gold Medalist – M. Tech Geomatics, IIT (ISM) Dhanbad
  • GATE Qualified (3 times): Computer Science & Geomatics Engineering
  • Multiple publications in SCI/Scopus indexed international journals

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