Pratistha Mathur

Manipal University Jaipur

Earth and Planetary Sciences · Physical Sciences

13h-index997citations64works1.62yr avg
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Research Topics

Cryospheric studies and observations(10), Smart Agriculture and AI(8), Topic Modeling(6), Natural Language Processing Techniques(6), Advanced Steganography and Watermarking Techniques(6)

Publications64 total

Hybrid Deep Learning for Accident Detection with an Android-Based Alert System
2025
Leveraging Data Augmentation to Achieve Robust Multi-label Classification of Hindi News
Lecture notes in networks and systems·2025
A Machine Learning Model for Crop Yield Prediction Using Remote Sensing Data
International Research Journal of Multidisciplinary Scope·2025· 2 citedOpen Access
Comprehensive Analysis of Mental Health Insights from Social Media: Taxonomies, Computational Methods, and Resources
2024
Machine Learning Based Crop Yield Prediction Model in Rajasthan Region of India
Iraqi Journal of Science·2024· 6 citedOpen Access
Vision Transformer in Oral Cancer Detection
2023· 3 cited
OCS-Net: a novel approach for oral carcinoma stage classification using generative adversarial networks and genetic algorithm-based convolutional neural networks
International Journal of Information Technology·2023· 9 cited
An optimized text summarization for healthcare analytics using swarm intelligence
2023· 1 cited
Prediction of crop yield using satellite vegetation indices combined with machine learning approaches
Advances in Space Research·2023· 30 cited
IR-VI Image Fusion by SR-Based Modified Fusion Framework
Advances in intelligent systems and computing·2023
Empirical Study of Image Captioning Models Using Various Deep Learning Encoders
Lecture notes in electrical engineering·2023· 3 cited
Crop Yield Prediction using Machine Learning and Deep Learning Techniques
Procedia Computer Science·2023· 181 citedOpen Access
Graph-based Extractive Approach for English and Hindi Text Summarization
2022
An Automated System for Bone Invasion Detection Occurring at Stage T4 in Oral Squamous Carcinoma using Machine Learning Algorithms
2022 2nd International Conference on Intelligent Technologies (CONIT)·2022
Medical image fusion by sparse-based modified fusion framework using block total least-square update dictionary learning algorithm
Journal of Medical Imaging·2022· 4 citedOpen Access
A comprehensive review on machine learning in agriculture domain
IAES International Journal of Artificial Intelligence·2022· 17 citedOpen Access
Machine Learning Approaches to Predict Crop Yield Using Integrated Satellite and Climate Data
International Journal of Ambient Computing and Intelligence·2022· 5 cited
An Attention Mechanism and GRU Based Deep Learning Model for Automatic Image Captioning
International Journal of Engineering Trends and Technology·2022
Intelligent Computing for Precision Agriculture
2022· 1 cited
BID-Net: An Automated System for Bone Invasion Detection Occurring at Stage T4 in Oral Squamous Carcinoma Using Deep Learning
Computational Intelligence and Neuroscience·2022· 13 citedOpen Access
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Frequent Co-authors

Kavita Jhajharia(7), Anju Yadav(5), Vijay Kumar Sharma(5), Anil V. Kulkarni(4), Pinky Agarwal(4), Devesh Kumar Srivastava(4), Smita Singh(4), Priya Lakhmani(4), Peeyush Tewari(4), V. D. Mishra(3), Sudha Morwal(3), Deepti Gupta(3), B. P. Rathore(2), Harendra Singh Negi(2), Kavita Kavita(2), Snehmani(2), Neha Janu(2), Gaurav Gaurav(2), Lalit Kumar Saini(2), Sanchit Jain(1)