Publications by Narayan Vyas - Research Papers, Books, and Conference Proceedings

1

An Efficient Posterior Probability-Based Image Fusion Change Detection Model for the Estimation of Seasonal Agricultural Changes Using Microwave and Optical Datasets

Authors:N. Vyas, S. Singh, and G. K. Sethi

DOI: 10.1016/j.compag.2025.110683

2

Land Use Land Cover Mapping Using Random Forest and Multispectral Satellite Imagery in Google Earth Engine

Authors:A. Kumar, P. Sharma, N. Vyas, A. Sharma, R. Maheshwari, and P. K. Dutta

DOI: 10.1109/nmitcon65824.2025.11188013

3

Secure Energy Optimization: Leveraging Internet of Things and Artificial Intelligence for Enhanced Efficiency

Editors:Abhishek Kumar, S. Bhatia Khan, N. Vyas, V. Dutt, and S. Basheer, Eds.

DOI: 10.1002/9781394271849

4

RADAR: Remote Sensing Data Analysis with Artificial Intelligence

Editors:A. Vinciarelli, S. Singh, N. Vyas, and M. A. S. Ali, Eds.

DOI: 10.1515/9783111572970

5

Integrating Sentinel-1 satellite data with machine learning for land use classification

Authors:N. Vyas

DOI: 10.1515/9783111572970-001

6

Revolutionizing agricultural and environmental analytics with synthetic aperture radar (SAR): innovations, challenges, and future directions

Authors:N. Bhati, N. Vyas, R. Yadav, R. Sharma, and K. Sundar

DOI: 10.1515/9783111572970-015

7

Fundamentals of Disaster Management Using Remote Sensing

Authors:Garima and N. Vyas

DOI: 10.1002/9781394287222.ch3

8

Real‐Time Earthquake Monitoring with Remote Sensing and AI Technology

Authors:K. Sundar, N. Vyas, and N. Bhati

DOI: 10.1002/9781394287222.ch17

9

Leveraging Sentinel-2 Multispectral Data and Machine Learning Algorithms for Land Use Land Cover Mapping in Semi-Arid Regions

Authors:N. Vyas, K. Sundar, A. Sharma, and P. S. Adhikari

DOI: 10.1109/InCACCT65424.2025.11011472

10

A novel pixel-based deep neural network in posterior probability space for the detection of agriculture changes using remote sensing data

Authors:G. Singh, N. Vyas, N. Dahiya, S. Singh, N. Bhati, V. Sood, and D. K. Gupta

DOI: 10.1016/j.rsase.2025.101591

11

Proceedings of the International Conference on Advancements in Computing Technologies and Artificial Intelligence (COMPUTATIA 2025)

Authors:N. Vyas, A. Sharma, A. Nayyar, M. Shrivastava, and D. Gowda V, Eds.

DOI: 10.2991/978-94-6463-700-7

12

Mathematical Optimization for Enhanced AI-Enabled Geospatial Intelligence

Authors:Y. Mahajan, M. Sharma, A. Meça, N. Vyas and R. Sharma

DOI: 10.1515/9783111436180-011

13

Multimodal Data Fusion for Bioinformatics Artificial Intelligence

Editors:U. K. Lilhore, A. Kumar, N. Vyas, S. Simaiya, and V. Dutt, Eds.

DOI: 10.1002/9781394269969

14

A novel image fusion-based post classification framework for agricultural variations detection using Sentinel-1 and Sentinel-2 data

Authors:N. Vyas, S. Singh, and G. K. Sethi

DOI: 10.1007/s12145-024-01506-0

15

Internet of Medicine for Smart Healthcare

Editors:A. Kumar, N. Vyas, P. S. Rathore, A. Anand, and P. Dixit, Eds.

DOI: 10.1002/9781394272266

16

Advanced Architectures and Innovative Platforms for Federated Learning: A Comprehensive Exploration

Authors:N. Bhati and N. Vyas

DOI: 10.1002/9781394219230.ch8

17

Comparative Analysis of Different Classifiers on Fusion of Sentinel Datasets for Agriculture Land

Authors:N. Vyas, G. K. Sethi, and S. Singh

DOI: 10.1109/ictacs62700.2024.10840995

18

AI-Driven Alzheimer's Disease Detection and Prediction

Editors:U. K. Lilhore, A. Anand, A. Kumar, S. P. Yadav, and N. Vyas, Eds.

DOI: 10.4018/979-8-3693-3605-2

19

Quantum Machine Learning: Quantum Algorithms and Neural Networks

Editors:P. Raj, H. H. Song, D.-N. Le, and N. Vyas, Eds.

DOI: 10.1515/9783111342276

20

Advanced Real-Time Simulation Framework for the Physical Interaction Dynamics of Production Lines Leveraging Digital Twin Paradigms

Authors:N. Bhati, N. Vyas, V. Dutt, R. Duggar, and A. Pokhriyal

DOI: 10.1002/9781394257003.ch15

21

Applying Machine Learning Techniques to Bioinformatics: Few-Shot and Zero-Shot Methods

Editors:U. K. Lilhore, A. Kumar, S. Simaiya, N. Vyas, and V. Dutt, Eds.

DOI: 10.4018/979-8-3693-1822-5

22

Elevating IoT Sensor Data Management and Security Through Blockchain Solutions

Authors:N. Bhati and N. Vyas

DOI: 10.4018/979-8-3693-0968-1.ch003

23

Quantum Innovations at the Nexus of Biomedical Intelligence

Editors:V. Dutt, A. Kumar, S. Ahuja, A. Baliyan, and N. Vyas, Eds.

DOI: 10.4018/979-8-3693-1479-1

24

Innovations in Machine Learning and IoT for Water Management

Editors:A. Kumar, A. L. Srivastav, A. K. Dubey, V. Dutt, and N. Vyas, Eds.

DOI: 10.4018/979-8-3693-1194-3

25

Advancing Precision Agriculture: Leveraging YOLOv8 for Robust Deep Learning Enabled Crop Diseases Detection

Authors:N. Vyas and V. Dutt

DOI: 10.1109/ICICIS56802.2023.10430280

26

Genetic Algorithm-Driven Hyperparameter Optimization of Capsule Networks for Predictive Analysis of Genetic Mutations

Authors:N. Vyas, V. C. Patil, V. Desai Jabbar and Anurag

DOI: 10.1109/ICIIP61524.2023.10537665

27

Hybrid Convolutional-Recurrent Neural Network Architecture with Attention Mechanisms for Multi-modal Medical Image Segmentation

Authors:N. Vyas, A. Gudur, A. I. Tamboli and Anurag

DOI: 10.1109/ICIIP61524.2023.10537765

28

Distributed Deep Reinforcement Learning with Graph Neural Networks for Personalized Drug Interaction Analysis

Authors:N. Vyas, N. N. Jadhav, V. V. Raje and C. Choudhary

DOI: 10.1109/ICIIP61524.2023.10537643

29

An Optimized Sign Language Recognition using Convolutional Neural Networks (CNNs) and TensorFlow

Authors:C. Choudhary, N. Vyas and U. K. Lilhore

DOI: 10.1109/ICTACS59847.2023.10390276

30

Detecting Seizures from EEG Data: The Potential of Deep Learning Techniques

Authors:Mamta, M. B. Mane, N. Vyas and A. Baliyan

DOI: 10.1109/ICTACS59847.2023.10390369

31

Cloud Security: Challenges and Strategies for Ensuring Data Protection

Authors:C. Choudhary, N. Vyas and U. Kumar Lilhore

DOI: 10.1109/ICTACS59847.2023.10390302

32

The Impact of Air Pollution on Respiratory Health Results: An Analysis of Asthma and COPD in a Population Study

Authors:N. Vyas, P. A. P., P. Das and Y. Mahajan

DOI: 10.1109/ICCCIS60361.2023.10425187

33

Transforming Work: The Impact of Artificial Intelligence (AI) On Modern Workplace

Authors:Anurag, N. Vyas and U. Kumar Lilhore

DOI: 10.1109/ICTACS59847.2023.10390258

34

Deepfake Detection Using CNN And DCGANS To Drop-Out Fake Multimedia Content: A Hybrid Approach

Authors:K. Bansal, S. Agarwal and N. Vyas

DOI: 10.1109/ICICAT57735.2023.10263628

35

Personalized Cardiovascular Disease Risk Prediction using Random Forest: An Optimized Approach

Authors:V. R. Burugadda, V. Dutt, Mamta and N. Vyas

DOI: 10.1109/AIC57670.2023.10263915

36

Real-Time Traffic Analysis and Driver Safety Enhancement via IoT and Computer Vision with High-Resolution Project Lamps for Intelligent Road Illumination

Authors:H. Dhiman, N. Vyas, A. Pagrotra and V. Dutt

DOI: 10.1109/CCPIS59145.2023.10291872

37

Design and Evaluation of a Nanotechnology-Based Drug Delivery System for Enhanced Efficacy and Safety in Cancer Treatment

Authors:V. R. Burugadda, A. Guddur, N. Vyas, and A. Pokhriyal

DOI: 10.1109/icaecc59324.2023.10560299

38

Artificial Intelligence Based Fire and Smoke Detection and Security Control System

Authors:H. Prasad, A. Singh, J. Thakur, C. Choudhary and N. Vyas

DOI: 10.1109/NMITCON58196.2023.10276198

39

Healthcare in the Aftermath of COVID-19: Charting a Course for the Future

Authors:B. Sharma and N. Vyas

DOI: 10.1109/ICCPCT58313.2023.10244828

40

Deep Learning-Based Automatic Face Expression Recognition Framework

Authors:Akanksha, K. Ranjan and N. Vyas

DOI: 10.1109/ICCPCT58313.2023.10245885

41

Multimodal Neuroimaging Data in Early Detection of Alzheimer’s Disease - Exploring the Role of Ensemble Models and GAN Algorithm

Authors:U. S. Sekhar, N. Vyas, V. Dutt and A. Kumar

DOI: 10.1109/ICCPCT58313.2023.10245177

42

Enhancing Breast Cancer Diagnosis: A Deep Belief Network Approach for Mammography Image Analysis

Authors:V. R. Burugadda, V. C. Patil, N. Vyas and A. Pokhriyal

DOI: 10.1109/ICAICCIT60255.2023.10465784

43

A Machine Learning Framework for Accurate Prediction of Parkinson’s Disease from Speech Data

Authors:S. R. Burri, D. K. Agarwal, N. Vyas and R. Duggar

DOI: 10.1109/CISCT57197.2023.10351422

44

Chronic Kidney Disease Prediction Using Robust Approach in Machine Learning

Authors:Anurag, N. Vyas, V. Sharma and D. Balla

DOI: 10.1109/CISCT57197.2023.10351277

45

Exploring the Potential of Deep Reinforcement Learning for Autonomous Navigation in Complex Environments

Authors:V. R. Burugadda, N. Jadhav, N. Vyas and R. Duggar

DOI: 10.1109/ICCUBEA58933.2023.10392109

46

Enhancing Land-Based Robotics through the Development of Remotely Operated Vehicles for Military, Rescue and Industrial Applications

Authors:V. R. Burugadda, N. Vyas and A. Pagrotra

DOI: 10.1109/ASIANCON58793.2023.10270756

47

Optimizing Irrigation Efficiency with IoT and Machine Learning: A Transfer Learning Approach for Accurate Soil Moisture Prediction

Authors:S. R. Burri, D. K. Agarwal, N. Vyas and R. Duggar

DOI: 10.1109/WCONF58270.2023.10235220

48

The Convergence Of Cutting-Edge Technologies: Leveraging AI and Edge Computing to Transform the Internet of Medical Things (IoMT)

Authors:R. Punugoti, N. Vyas, A. T. Siddiqui and A. Basit

DOI: 10.1109/ICESC57686.2023.10193047

49

A Novel Approach for Anomaly Detection in the Time-Series Data using Generative Adversarial Networks

Authors:R. Raturi, A. Kumar, N. Vyas and V. Dutt

DOI: 10.1109/ICSCSS57650.2023.10169365

50

Fuzzy KNN Implementation for Early Parkinson’s Disease Prediction

Authors:S. Chandrasekaran, V. Dutt, N. Vyas and A. Anand

DOI: 10.1109/ICCMC56507.2023.10083522

51

Improved Healthcare System with Quantum Computing

Authors:S. Chandrasekaran, R. Agrawal, V. Dutt, and N. Vyas

DOI: 10.1109/aisc56616.2023.10085380

52

Student Sentiment Analysis Using Various Machine Learning Techniques

Authors:S. Chandrasekaran, V. Dutt, N. Vyas, and R. Kumar

DOI: 10.1109/aisc56616.2023.10085018

53

RFID Based Attendance Monitoring System Using ESP8266 Wi-Fi Module and IoT Enabled Mobile Application

Authors:H. Krishna and N. Vyas

DOI: 10.14704/nq.2022.20.9.NQ44681

54

Big Data Approach for Medical Data Classification: A Review Study

Authors:S. Boyapati, S. R. Swarna, V. Dutt, and N. Vyas

DOI: 10.1109/iciss49785.2020.9315870

Narayan Vyas

Narayan Vyas

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Scopus Stats

	Author ID:	57221967474
	h-index:	15
	Documents:	51
	Citations:	501
	Co-Authors:	69