Ministry of Education
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Dr Moumita Roy

vidwan id: 139277
Female

Assistant Professor, Department of Humanities and Social Sciences
Indian Institute of Information Technology, Guwahati

Orchid Icon 0000-0002-4176-5961 Google Scholar Icon 36875564800

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 34
Books 0
Proceedings 0

Publications

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Scopus

Citations 315
h-index 10

CrossRef

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Citations 206
h-index 7
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Bio

Remote Sensing, Machine Learning

Personal Details

  • Female
  • Assistant Professor , Indian Institute of Information Technology, Guwahati
  • Indian Institute of Information Technology, Bongara
PhD
Other Institute 2015
Assistant Professor Sep 2014 – Present
Indian Institute of Information Technology, Guwahati | Department of Humanities and Social Sciences

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Co-Authors (7)

Anwesha

Dr Anwesha Law

Amity University, Kolkata

Ashish

Prof Ashish Ghosh

Indian Statistical Institute, Kolkata

Bidyut Baran

Prof Bidyut Baran Chaudhuri

Indian Statistical Institute, Kolkata

Nirmalendu

Dr Nirmalendu Debnath

National Institute of Technology Silchar

Susmita

Prof Susmita Ghosh

Jadavpur University

Shounak

Dr Shounak Chakraborty

Indian Institute of Information Technology Design And Manufacturing, Kurnool

Badri Narayan

Dr Badri Narayan Subudhi

Indian Institute of Technology Jammu

Scholarly Work

Adaptive Learning Models for Land-cover Classification with Application in Remote Sensing based Monitoring of Agriculture and Forestry

Funding Agency: Science and Engineering Research Board (SERB), Department of Science & Technology, Government of India

Principal Investigator

Rs. 1628000/-

2017 - Ongoing

Ongoing
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Scholarly Publications

Deep ensemble network for handling class-imbalance problem in land-cover classification

Open Access
Conference Paper
Year: 2019. Pages: 505-509 .
Authors: Kalita I.;Chakraborty S.;Roy M.
DOI 10.1109/ICIT48102.2019.00095
2 3

Unsupervised domain adaptation in land-cover classification under neural approach using feature-level ensemble

Open Access
Conference Paper
Year: 2019. Pages: 724-727 .
Authors: Chakraborty S.;Kalita I.;Roy M.
DOI 10.1109/IGARSS.2019.8898237
1 1

Semisupervised Two-Level Fusion-Based Autoencoded Approach for Low-Cost Domain Adaptation of Remotely Sensed Images

Open Access
Article
IEEE Geoscience and Remote Sensing Letters. Year: 2019. Volume: 16 , Issue: 7 , Pages: 1041-1045 .
Authors: Chakraborty S.;Roy M.;Melgani F.
DOI 10.1109/LGRS.2019.2893647
5 4

A neural approach under transfer learning for domain adaptation in land-cover classification using two-level cluster mapping

Open Access
Article
Year: 2018. Volume: 64 , Pages: 508-525 .
Authors: Chakraborty S.;Roy M.
DOI 10.1016/j.asoc.2017.12.018
16 18

Automatic land-cover classification using semi-supervised multilayer perceptron for analyzing remotely sensed images

Open Access
Conference Paper
Year: 2017. Pages: 33-38 .
Authors: Chakraborty S.;Adhikary S.;Roy M.
DOI 10.1109/IESPC.2017.8071860
1

Domain adaptation for land-cover classification of remotely sensed images using ensemble of Multilayer Perceptrons

Open Access
Conference Paper
Year: 2016. Pages: 523-528 .
Authors: Chakraborty S.;Roy M.
DOI 10.1109/RAIT.2016.7507955
1 2

A Study on Nonlinear Classifier-Based Moving Object Tracking

Open Access
Conference Paper
Year: 2015. Volume: 308 AISC , Issue: VOLUME 1 , Pages: 571-578 .
Authors: Mondal A.;Subudhi B.;Roy M.;Ghosh S.;Ghosh A.
DOI 10.1007/978-81-322-2012-1_61
1 2

Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns

Open Access
Article
IEEE Geoscience and Remote Sensing Letters. Year: 2015. Volume: 12 , Issue: 6 , Pages: 1257-1261 .
Authors: Roy M.;Melgani F.;Ghosh A.;Blanzieri E.;Ghosh S.
DOI 10.1109/LGRS.2015.2391297
18 21