Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images. - Susmita Ghosh; Moumita Roy 001 (PReMI, 2011)

A semi-supervised change detection for remotely sensed images using ensemble classifier. - Moumita Roy 001; Susmita Ghosh; Ashish Ghosh (IHCI, 2012)

Semi-supervised Hopfield-Type Neural Network for change detection in remotely sensed images. - Moumita Roy 001; Suvadeep Das; Susmita Ghosh; Ashish Ghosh (RAIT, 2012)

Semi-supervised Self-organizing Feature Map for Gene Expression Data Classification. - Moumita Roy 001; Anwesha Law; Susmita Ghosh (PReMI, 2013)

Semi-supervised change detection using modified self-organizing feature map neural network. - Susmita Ghosh; Moumita Roy 001; Ashish Ghosh (Appl. Soft Comput., 2014)

A novel approach for change detection of remotely sensed images using semi-supervised multiple classifier system. - Moumita Roy 001; Susmita Ghosh; Ashish Ghosh (Inf. Sci., 2014)

Ensemble of Multilayer Perceptrons for Change Detection in Remotely Sensed Images. - Moumita Roy 001; Dipen Routaray; Susmita Ghosh; Ashish Ghosh (IEEE Geosci. Remote. Sens. Lett., 2014)

A Neural Approach Under Active Learning Mode for Change Detection in Remotely Sensed Images. - Moumita Roy 001; Susmita Ghosh; Ashish Ghosh (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns. - Moumita Roy 001; Farid Melgani; Ashish Ghosh; Enrico Blanzieri; Susmita Ghosh (IEEE Geosci. Remote. Sens. Lett., 2015)

Domain adaptation for land-cover classification of remotely sensed images using ensemble of Multilayer Perceptrons. - Shounak Chakraborty 002; Moumita Roy 001 (RAIT, 2016)

A neural approach under transfer learning for domain adaptation in land-cover classification using two-level cluster mapping. - Shounak Chakraborty 002; Moumita Roy 001 (Appl. Soft Comput., 2018)

Deep Ensemble Network for Handling Class-Imbalance Problem in Land-Cover Classification. - Indrajit Kalita; Shounak Chakraborty 002; Moumita Roy 001 (ICIT, 2019)

An Adversarial Learning Mechanism for Dealing with the Class-Imbalance Problem in Land-Cover Classification. - Shounak Chakraborty 002; Indrajit Kalita; Moumita Roy 001 (HIS, 2019)

Unsupervised domain adaptation in land-cover classification under neural approach using feature-level ensemble. - Shounak Chakraborty 002; Indrajit Kalita; Moumita Roy 001 (IGARSS, 2019)

Semisupervised Two-Level Fusion-Based Autoencoded Approach for Low-Cost Domain Adaptation of Remotely Sensed Images. - Shounak Chakraborty 002; Moumita Roy 001; Farid Melgani (IEEE Geosci. Remote. Sens. Lett., 2019)

Handling the Class Imbalance in Land-Cover Classification Using Bagging-Based Semisupervised Neural Approach. - Shounak Chakraborty 002; Jayashree Phukan; Moumita Roy 001; Bidyut Baran Chaudhuri (IEEE Geosci. Remote. Sens. Lett., 2020)

Deep Neural Network-Based Heterogeneous Domain Adaptation Using Ensemble Decision Making in Land Cover Classification. - Indrajit Kalita; Moumita Roy 001 (IEEE Trans. Artif. Intell., 2020)

Deep Learning-Based Cross-Sensor Domain Adaptation Under Active Learning for Land Cover Classification. - Indrajit Kalita; Runku Nikhil Sai Kumar; Moumita Roy 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Crop classification using aerial images by analyzing an ensemble of DCNNs under multi-filter & multi-scale framework. - Indrajit Kalita; Gyan Prakash Singh; Moumita Roy 001 (Multim. Tools Appl., 2023)

Class-Wise Subspace Alignment-Based Unsupervised Adaptive Land Cover Classification in Scene-Level Using Deep Siamese Network. - Indrajit Kalita; Moumita Roy 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

A deep learning-based technique for firm classification and domain adaptation in land cover classification using time-series aerial images. - Indrajit Kalita; Shounak Chakraborty 002; Talla Giridhara Ganesh Reddy; Moumita Roy 001 (Earth Sci. Informatics, 2024)

Structural health monitoring of building structures using novel acceleration-based signal-to-image technique and 2D convolutional neural networks. - Kunal Bharali; Manashi Saharia; Moumita Roy 001; Nirmalendu Debnath (Appl. Soft Comput., 2025)