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M

Monidipa Das

Indian Institute of Science Education and Research Kolkata

15H-index
82Paper Count
894Citation Count
Published Papers 21
Publication Date
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Gen-GraphEx: Generative In-Distribution Graph Explanations for Time-Efficient Model-Level Interpretability of GNNs
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-18
err0
PREAI
errSayan Saha; Monidipa Das; Sanghamitra Bandyopadhyay
errShare
errSave
Enhancing model explainability through S-GuISE: A spectral clustering-guided input sampling scheme for explanation
errNeurocomputing
IF6.5
err2025-06-24
err0
PREAI
errArju Bano; Monidipa Das
errShare
errSave
Lightweight deep learning models for aerial scene classification: A comprehensive survey
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-02-01
err2
PREAI
errDutta, Suparna; Das, Monidipa; Maulik, Ujjwal
errShare
errSave
A Lightweight Aerial Scene Classifier Based on Adaptive Fusion of MobileNet and CapsNet
errIEEE Signal Processing Letters
IF3.9
err2025-01-01
err0
PREAI
errSuparna Dutta; Monidipa Das; Ujjwal Maulik
errShare
errSave
Design of spatiotemporal variability index for climatic variables
errMEASUREMENT
IF5.6
err2024-05-01
err1
PREAI
errGavas, Rahul Dasharath; Das, Monidipa; Ghosh, Soumya Kanti; Pal, Arpan
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errSave
Toward Causality-Based Explanation of Aerial Scene Classifiers
errieee geoscience and remote sensing magazine
IF4.4
err2024-01-01
err2
PREAI
errDutta, Suparna; Das, Monidipa; Maulik, Ujjwal
errShare
errSave
GrapHiSM: a graph-based hierarchical semantics-driven model for aerial scene classification under scarcity of labelled samples
errAPPLIED INTELLIGENCE
IF3.5
err2023-08-14
err0
PREAI
errDas, Monidipa; Dutta, Suparna
errShare
errSave
Spatial-SMOTE for handling imbalance in spatial regression tasks
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-07-12
err7
PREAI
errGavas, Rahul Dasharath; Das, Monidipa; Ghosh, Soumya Kanti; Pal, Arpan
errShare
errSave
An autonomous lightweight model for aerial scene classification under labeled sample scarcity
errAPPLIED INTELLIGENCE
IF3.5
err2023-06-24
err0
PREAI
errDutta, Suparna; Das, Monidipa
errShare
errSave
Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19
errVIRUSES-BASEL
IF3.5
err2023-02-16
err5
errOAAI
errD'Rozario, Ranit; Raychaudhuri, Deblina; Bandopadhyay, Purbita; Sarif, Jafar; Mehta, Priyanka; Liu, Chinky Shiu Chen; Sinha, Bishnu Prasad; Roy, Jayasree; Bhaduri, Ritwik; Das, Monidipa; Bandyopadhyay, Sanghamitra; Paul, Shekhar Ranjan; Chatterjee, Shilpak; Pandey, Rajesh; Ray, Yogiraj; Ganguly, Dipyaman
errShare
errSave
Remote sensing scene classification under scarcity of labelled samples-A survey of the state-of-the-arts
errCOMPUTERS & GEOSCIENCES
IF4.4
err2023-02-01
err15
PREAI
errDutta, Suparna; Das, Monidipa
errShare
errSave
GraMMy: Graph representation learning based on micro-macro analysis
errNEUROCOMPUTING
IF6.5
err2022-09-01
err0
PREAI
errDawn, Sucheta; Das, Monidipa; Bandyopadhyay, Sanghamitra
errShare
errSave
A Multilayered Adaptive Recurrent Incremental Network Model for Heterogeneity-Aware Prediction of Derived Remote Sensing Image Time Series
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err2
PREAI
errDas, Monidipa; Ghosh, Soumya K.; Bandyopadhyay, Sanghamitra
errShare
errSave
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2021-06-01
err5
PREAI
errDas, Monidipa; Ghosh, Soumya K.
errShare
errSave
Analyzing impact of parental occupation on child's learning performance: a semantics-driven probabilistic approach
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2020-05-20
err1
PREAI
errDas, Monidipa
errShare
errSave
FB-STEP: A fuzzy Bayesian network based data-driven framework for spatio-temporal prediction of climatological time series data
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2019-03-01
err30
PREAI
errDas, Monidipa; Ghosh, Soumya K.
errShare
errSave
Data-driven approaches for meteorological time series prediction: A comparative study of the state-of-the-art computational intelligence techniques
errPATTERN RECOGNITION LETTERS
IF3.3
err2018-04-01
err26
PREAI
errDas, Monidipa; Ghosh, Soumya K.
errShare
errSave
semBnet: A semantic Bayesian network for multivariate prediction of meteorological time series data
errPATTERN RECOGNITION LETTERS
IF3.3
err2017-07-01
err31
PREAI
errDas, Monidipa; Ghosh, Soumya K.
errShare
errSave
FORWARD: A Model for FOrecasting Reservoir WAteR Dynamics Using Spatial Bayesian Network (SpaBN)
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2017-04-01
err17
PREAI
errDas, Monidipa; Ghosh, Soumya K.; Gupta, Pramesh; Chowdary, V. M.; Nagaraja, Ravoori; Dadhwal, V. K.
errShare
errSave
Deep-STEP: A Deep Learning Approach for Spatiotemporal Prediction of Remote Sensing Data
errieee geoscience and remote sensing magazine
IF4.4
err2016-12-01
err71
PREAI
errDas, Monidipa; Ghosh, Soumya K.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
U
Ujjwal Maulik
H-index: 54 · Papers: 456
S
Sanghamitra Bandyopadhyay
H-index: 53 · Papers: 384
V
V. K. Dadhwal
H-index: 50 · Papers: 466
R
Rajesh Pandey
H-index: 49 · Papers: 376
S
Soumya K. Ghosh
H-index: 42 · Papers: 555
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