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R. Murugan
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2020 – today
- 2024
- [j29]S. A VaraPrasad, Tripti Goel
, Muhammad Tanveer
An effective diagnosis of schizophrenia using kernel ridge regression-based optimized RVFL classifier. Appl. Soft Comput. 157: 111457 (2024) - [j28]Sonal Yadav
Opti-EN-net: Optimized ensemble deep neural network for the classification of Retinal Detachment through fundus images. Biomed. Signal Process. Control. 91: 105999 (2024) - [j27]Sonal Yadav
Segmentation and visualization of Retinal Detachment lesions through Retinal fundus images. Biomed. Signal Process. Control. 96: 106627 (2024) - [j26]Tripti Goel, R. Murugan
Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network. Cogn. Comput. 16(4): 1666-1681 (2024) - [j25]P. Supriya Patro, Tripti Goel
Lightweight 3D Convolutional Neural Network for Schizophrenia Diagnosis Using MRI Images and Ensemble Bagging Classifier. Cogn. Comput. 16(4): 2019-2035 (2024) - [j24]Raveendra Pilli, Tripti Goel, R. Murugan, M. Tanveer:
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network. Cogn. Comput. 16(6): 3186-3199 (2024) - [j23]Bapan Ali Miah
Developing Riemann-Liouville-Fractional Masks for Image Enhancement. Circuits Syst. Signal Process. 43(6): 3802-3831 (2024) - [j22]D. N. Kiran Pandiri
Smart soil image classification system using lightweight convolutional neural network. Expert Syst. Appl. 238(Part E): 122185 (2024) - [j21]Raveendra Pilli
Kernel-Ridge-Regression-Based Randomized Network for Brain Age Classification and Estimation. IEEE Trans. Cogn. Dev. Syst. 16(4): 1342-1351 (2024) - [c4]Raveendra Pilli, Tripti Goel, R. Murugan, Muhammad Tanveer:
Brain Age Estimation of Alzheimer's and Parkinson's Affected Individuals Using Self-Attention Based Convolutional Neural Network. ICPR (4) 2024: 81-96 - 2023
- [j20]Raveendra Pilli
Association of white matter volume with brain age classification using deep learning network and region wise analysis. Eng. Appl. Artif. Intell. 125: 106596 (2023) - [j19]Shradha Verma, Tripti Goel
Machine learning techniques for the Schizophrenia diagnosis: a comprehensive review and future research directions. J. Ambient Intell. Humaniz. Comput. 14(5): 4795-4807 (2023) - [j18]Murapaka Dhanalakshmi Bhavani, R. Murugan
An efficient dehazing method of single image using multi-scale fusion technique. J. Ambient Intell. Humaniz. Comput. 14(7): 9059-9071 (2023) - [j17]N. Jagan Mohan, R. Murugan
An efficient microaneurysms detection approach in retinal fundus images. Int. J. Mach. Learn. Cybern. 14(4): 1235-1252 (2023) - [j16]S. Dhanunjay Reddy, R. Murugan
Classification of arrhythmia disease through electrocardiogram signals using sampling vector random forest classifier. Multim. Tools Appl. 82(17): 26797-26827 (2023) - [j15]Rahul Sharma
Deep-Learning-Based Diagnosis and Prognosis of Alzheimer's Disease: A Comprehensive Review. IEEE Trans. Cogn. Dev. Syst. 15(3): 1123-1138 (2023) - [j14]Rahul Sharma
Conv-eRVFL: Convolutional Neural Network Based Ensemble RVFL Classifier for Alzheimer's Disease Diagnosis. IEEE J. Biomed. Health Informatics 27(10): 4995-5003 (2023) - [j13]N. Jagan Mohan
DRFL: Federated Learning in Diabetic Retinopathy Grading Using Fundus Images. IEEE Trans. Parallel Distributed Syst. 34(6): 1789-1801 (2023) - [d2]R. Murugan
Retinal Detachment Dataset. IEEE DataPort, 2023 - [i2]Shradha Verma, Tripti Goel, Muhammad Tanveer, Weiping Ding, Rahul Sharma
Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions. CoRR abs/2301.07496 (2023) - 2022
- [j12]Rahul Sharma
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer's disease using the sagittal plane of MRI scans. Appl. Soft Comput. 115: 108099 (2022) - [j11]Tripti Goel
Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray images. Appl. Soft Comput. 115: 108250 (2022) - [j10]Murapaka Dhanalakshmi Bhavani, R. Murugan
Robust U-Net: Development of robust image enhancement model using modified U-Net architecture. Concurr. Comput. Pract. Exp. 34(28) (2022) - [j9]Shubham Dwivedi
Multimodal Fusion-Based Deep Learning Network for Effective Diagnosis of Alzheimer's Disease. IEEE Multim. 29(2): 45-55 (2022) - [j8]N. Jagan Mohan, R. Murugan
Fast and Robust Exudate Detection in Retinal Fundus Images Using Extreme Learning Machine Autoencoders and Modified KAZE Features. J. Digit. Imaging 35(3): 496-513 (2022) - [j7]R. Murugan
MicroNet: microaneurysm detection in retinal fundus images using convolutional neural network. Soft Comput. 26(3): 1057-1066 (2022) - [i1]P. Supriya Patro, Tripti Goel, S. A VaraPrasad, Muhammad Tanveer, R. Murugan:
Lightweight 3D Convolutional Neural Network for Schizophrenia diagnosis using MRI Images and Ensemble Bagging Classifier. CoRR abs/2211.02868 (2022) - 2021
- [j6]Tripti Goel, R. Murugan
OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19. Appl. Intell. 51(3): 1351-1366 (2021) - [j5]Rahul Sharma
FAF-DRVFL: Fuzzy activation function based deep random vector functional links network for early diagnosis of Alzheimer disease. Appl. Soft Comput. 106: 107371 (2021) - [j4]Khanjan Choudhury, R. Murugan
A comparative analysis between late fusion of features approach and ensemble of multiple classifiers approach for image classification. Concurr. Comput. Pract. Exp. 33(20) (2021) - [j3]R. Murugan
E-DiCoNet: Extreme learning machine based classifier for diagnosis of COVID-19 using deep convolutional network. J. Ambient Intell. Humaniz. Comput. 12(9): 8887-8898 (2021) - [p1]Vijaya Yaduvanshi, R. Murugan, Tripti Goel:
An Automatic Classification Methods in Oral Cancer Detection. Health Informatics 2021: 133-158 - [d1]D. N. Kiran Pandiri
Indian Regions Soil Image Database (IRSID): A dataset for classification of Indian soils. IEEE DataPort, 2021 - 2020
- [j2]Tripti Goel, R. Murugan
Classifier for Face Recognition Based on Deep Convolutional - Optimized Kernel Extreme Learning Machine. Comput. Electr. Eng. 85: 106640 (2020) - [c3]N. Jagan Mohan
An Improved Accuracy Rate in Microaneurysms Detection in Retinal Fundus Images Using Non-local Mean Filter. MIND (1) 2020: 183-193
2010 – 2019
- 2018
- [j1]R. Murugan, M. R. Mohan, C. Christober Asir Rajan
Hybridizing bat algorithm with artificial bee colony for combined heat and power economic dispatch. Appl. Soft Comput. 72: 189-217 (2018) - 2012
- [c2]R. Murugan
Detection of Optic Disc by Line Filter Operator Approach in Retinal Images. ACITY (2) 2012: 719-728
2000 – 2009
- 2009
- [c1]R. Murugan, R. Balasubramanian:
Blended Learning - A Trend in e-Learning. CSREA EE 2009: 70-74
Coauthor Index
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