Dr. Barnali Barman

Specialization:
Data mining, Hyperspectral image, Rough set

Position/Responsibilities	Duration	Organization
Project Engineer	1 year 2 month	Gauhati University
Teaching Assistant	4 year 6 month	Tezpur University
Consultant IT	9 month	Xeam Ventures Pvt. Ltd. (Client located at ORGI & CCI Guwahati Assam)
Assistant Professor	4 month	Tetso College
Assistant Professor	3 year 1 month	Assam Down Town University

Barman, B., Patra, S.: Empirical study of neighbourhood rough sets based band selection techniques for classification of hyperspectral images. IET Image Processing 13(8), 1266 - 1279 (2019) (SCI journal, Impact factor: 2)
Barman, B., Patra, S.: A novel technique to detect a suboptimal threshold of neighborhood rough sets for hyperspectral band selection. Soft Computing 23, 13709–13719 (2019) (SCI journal, Impact factor: 3.6)
Barman, B., Patra, S.: Variable precision rough set based unsupervised band selection technique for hyperspectral image classification. Knowledge-Based Systems 193, 105414 (2020) (SCI journal, Impact factor: 8)
Patra, S. and Barman, B.: A novel dependency definition exploiting boundary samples in rough set theory for hyperspectral band selection. Applied Soft Computing, 99, pp. 106944, (2021)( (SCI journal, Impact factor: 6.7))
Barman, B., and Patra S.: Hyperspectral image analysis using neighborhood rough set and mathematical morphology (International Conference on Accessibility To Digital World IEEE) pp 75-80 (2016)
Barman, B., and Patra S.: Hyperspectral Band Selection based on Variants of Rough Set Theory (International Conference on Electronic Systems and Intelligent Computing Springer) pp. 909-917 (2020)