Year : 2026
Single-stage ensemble learning with LDAM loss and threshold tuning for imbalanced respiratory sound classification
Cite this Research Publication : Nithinkumar K V, Anand R, Single-stage ensemble learning with LDAM loss and threshold tuning for imbalanced respiratory sound classification, Results in Engineering, Elsevier BV, 2026, https://doi.org/10.1016/j.rineng.2026.111038
Publisher : Elsevier BV
Year : 2026
Optimized Hybrid Texture and Spectral Feature Selection Using Hippopotamus Optimization Algorithm in Hyperspectral Imaging
Cite this Research Publication : A. Rachel Stefna Angeline, R. Anand, Optimized Hybrid Texture and Spectral Feature Selection Using Hippopotamus Optimization Algorithm in Hyperspectral Imaging, SN Computer Science, Springer Science and Business Media LLC, 2026, https://doi.org/10.1007/s42979-025-04700-z
Publisher : Springer Science and Business Media LLC
Year : 2026
Nature Inspired FIR Filter Optimization Using Chameleon Swarm Algorithm for Image Denoising
Cite this Research Publication : R. Anand, Nature Inspired FIR Filter Optimization Using Chameleon Swarm Algorithm for Image Denoising, SN Computer Science, Springer Science and Business Media LLC, 2026, https://doi.org/10.1007/s42979-026-04971-0
Publisher : Springer Science and Business Media LLC
Year : 2026
Deep Spectral Feature Learning With Evolutionary Band Selection for Environmental Monitoring of Plastic Debris
Cite this Research Publication : R. Anand, Deep Spectral Feature Learning With Evolutionary Band Selection for Environmental Monitoring of Plastic Debris, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2026, https://doi.org/10.1109/access.2026.3678938
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2026
Edge-prioritization based multi-head attention in graph convolutional network for electrical resistance image reconstruction
Cite this Research Publication : Sathesh Ammaiappan, Anand Raju, Guanghui Liang, Awais Ahmed, Chao Tan, Feng Dong, Edge-prioritization based multi-head attention in graph convolutional network for electrical resistance image reconstruction, Measurement Science and Technology, IOP Publishing, 2026, https://doi.org/10.1088/1361-6501/ae59a9
Publisher : IOP Publishing
Year : 2026
Region Coherence-Aware Edge-Prioritized Attention Based Dual-Branch Graph Convolutional Fusion Network for Hyperspectral Image Classification
Cite this Research Publication : Sathesh Ammaiappan, Anand Raju, Guanghui Liang, Feng Li, Prabukumar M, Region Coherence-Aware Edge-Prioritized Attention Based Dual-Branch Graph Convolutional Fusion Network for Hyperspectral Image Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Institute of Electrical and Electronics Engineers (IEEE), 2026, https://doi.org/10.1109/jstars.2026.3720539
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2026
Improvised HOA-Optimized Hyperspectral Analysis of Moringa Oleifera Using Vegetation Indices and a GCN–GAT Network
Cite this Research Publication : Rachel Stefna Angeline A, Anand R, Improvised HOA-Optimized Hyperspectral Analysis of Moringa Oleifera Using Vegetation Indices and a GCN–GAT Network, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Institute of Electrical and Electronics Engineers (IEEE), 2026, https://doi.org/10.1109/jstars.2026.3709691
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2026
A Deep Learning Model for Integrating Landsat-8 and Sentinel 2 Satellite Images to Improve the Spatiotemporal Fusion Network for Drought Monitoring
Cite this Research Publication : Aravinth J, Anand R, A Deep Learning Model for Integrating Landsat-8 and Sentinel 2 Satellite Images to Improve the Spatiotemporal Fusion Network for Drought Monitoring, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Institute of Electrical and Electronics Engineers (IEEE), 2026, https://doi.org/10.1109/jstars.2025.3637223
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2026
Investigation into respiratory sound classification for an imbalanced data set using hybrid LSTM-KAN architectures
Cite this Research Publication : Nithinkumar, K. V., & Anand, R. (2026). Investigation into respiratory sound classification for an imbalanced data set using hybrid LSTM-KAN architectures. Computer Methods and Programs in Biomedicine Update, 100227.
Year : 2026
Hyperspectral Imagery-Based Precision Monitoring of Corn Phenological Stages Using DOA-Wavelet-CNN and Ensemble Pixel Augmentation
Cite this Research Publication : R. Anand, Hyperspectral Imagery-Based Precision Monitoring of Corn Phenological Stages Using DOA-Wavelet-CNN and Ensemble Pixel Augmentation, SN Computer Science, Springer Science and Business Media LLC, 2026, https://doi.org/10.1007/s42979-025-04678-8
Publisher : Springer Science and Business Media LLC
Year : 2026
Branch-and-Bound Compressive Learning and Reconstruction of Hyperspectral Data With Deep Tucker Decomposition Using Spatial–Spectral Learning Network
Cite this Research Publication : Aravinth J, Anand R, Sankaran Rajendran, Branch-and-Bound Compressive Learning and Reconstruction of Hyperspectral Data With Deep Tucker Decomposition Using Spatial–Spectral Learning Network, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2026, https://doi.org/10.1109/access.2026.3652604
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
Battle Royale Optimization for Optimal Band Selection in Predicting Soil Nutrients Using Visible and Near-Infrared Reflectance Spectroscopy and PLSR Algorithm
Cite this Research Publication : Jagadeeswaran Ramasamy, Anand Raju, Kavitha Krishnasamy Ranganathan, Muthumanickam Dhanaraju, Backiyathu Saliha, Kumaraperumal Ramalingam, Sathishkumar Samiappan, Battle Royale Optimization for Optimal Band Selection in Predicting Soil Nutrients Using Visible and Near-Infrared Reflectance Spectroscopy and PLSR Algorithm, Journal of Imaging, MDPI AG, 2025, https://doi.org/10.3390/jimaging11030083
Publisher : MDPI AG
Year : 2025
Feature Extraction in 5G Wireless Systems: A Quantum Cat Swarm and Wavelet-Based Approach
Cite this Research Publication : Anand Raju, Sathishkumar Samiappan, Feature Extraction in 5G Wireless Systems: A Quantum Cat Swarm and Wavelet-Based Approach, Future Internet, MDPI AG, 2025, https://doi.org/10.3390/fi17050188
Publisher : MDPI AG
Year : 2025
Soil Nutrient Estimation from Hyperspectral Data Using FOX-Based Band Selection and Machine Learning: A Case Study in Radhapuram, Tirunelveli, India, with PRISMA Applications
Cite this Research Publication : Anand Raju, Sudarshini Boopathy, Nivetha Karthi, Priyaranjan Saravanan, Raghavan Sudarsan, Sankaran Rajendran, Soil Nutrient Estimation from Hyperspectral Data Using FOX-Based Band Selection and Machine Learning: A Case Study in Radhapuram, Tirunelveli, India, with PRISMA Applications, AgriEngineering, MDPI AG, 2025, https://doi.org/10.3390/agriengineering7120428
Publisher : MDPI AG
Year : 2025
Quantum-Enhanced Soil Nutrient Estimation Exploiting Hyperspectral Data With Quantum Fourier Transform
Cite this Research Publication : Anand R, Quantum-Enhanced Soil Nutrient Estimation Exploiting Hyperspectral Data With Quantum Fourier Transform, IEEE Geoscience and Remote Sensing Letters, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/lgrs.2025.3591445
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
Layered Resource Sharing for Distributed Computing in IoT Using Hybrid MILP-Chameleon Swarm Optimization
Cite this Research Publication : Sathishkumar Samiappan, Anand R, Layered Resource Sharing for Distributed Computing in IoT Using Hybrid MILP-Chameleon Swarm Optimization, Journal of Computational and Cognitive Engineering, BON VIEW PUBLISHING PTE, 2025, https://doi.org/10.47852/bonviewjcce52026865
Publisher : BON VIEW PUBLISHING PTE
Year : 2024
An enhanced ResNet-50 deep learning model for arrhythmia detection using electrocardiogram biomedical indicators
Cite this Research Publication : Anand, R. (2024). An enhanced ResNet-50 deep learning model for arrhythmia detection using electrocardiogram biomedical indicators. Evolving Systems, 15(1), 83-97.
Publisher : Springer Nature Link
Year : 2024
Flower pollination optimization based hyperspectral band selection using modified wavelet Gabor deep filter neural network
Cite this Research Publication : Anand, R., Samiappan, S (2024). Flower pollination optimization based hyperspectral band selection using modified wavelet Gabor deep filter neural network. Infrared Physics & Technology, 105215.
Publisher : Elsevier
Year : 2024
Multilinear compressive learning and reconstruction of hyperspectral data with U-Net architecture for enhanced spectral imaging
Cite this Research Publication : Aravinth, J., Anand, R., & Samiappan, S. (2024). Multilinear compressive learning and reconstruction of hyperspectral data with U-Net architecture for enhanced spectral imaging. Digital Signal Processing, 155, 104740.
Publisher : Elsevier
Year : 2024
Fine-tuning digital FIR filters with gray wolf optimization for peak performance
Cite this Research Publication : Anand, R., Samiappan, S., & Prabukumar, M. (2024). Fine-tuning digital FIR filters with gray wolf optimization for peak performance. Scientific Reports, 14.
Publisher : Scientific Reports
Year : 2024
Optimizing Land Mine Detection Across Diverse Mining Environments: A Hyperspectral Data Approach with Regression Models
Cite this Research Publication : Anand, R., Andrew, J., & Makki, I. (2024). Optimizing Land Mine Detection Across Diverse Mining Environments: A Hyperspectral Data Approach with Regression Models. International Journal of Intelligent Networks.
Year : 2023
Assessing Soil Nutrient Content and Mapping in Tropical Tamil Nadu, India, through Precursors IperSpettrale Della Mission Applicative Hyperspectral Spectroscopy
Cite this Research Publication : Anand, R & Subramoniam, R. (2023). Assessing Soil Nutrient Content and Mapping in Tropical Tamil Nadu, India, through Precursors IperSpettrale Della Mission Applicative Hyperspectral Spectroscopy. Applied Sciences, 14(1), 186.
Publisher : MDPI
Year : 2022
Airborne hyperspectral imagery for band selection using moth–flame metaheuristic optimization
Cite this Research Publication : Anand, R., Samiaappan, S., Veni, S., Worch, E., & Zhou, M. (2022). Airborne hyperspectral imagery for band selection using moth–flame metaheuristic optimization. Journal of Imaging, 8(5), 126.
Year : 2021
Modified VGG deep-learning architecture for COVID-19 classification using chest radiography images
Cite this Research Publication : Anand, R., Sowmya, V., Menon, V., Gopalakrishnan, A., & Soman, K. P. (2021). Modified VGG deep-learning architecture for COVID-19 classification using chest radiography images. Biomedical and Biotechnology Research Journal (BBRJ), 5(1), 43-49.
Year : 2021
Extended morphological profiles analysis of airborne hyperspectral image classification using machine learning algorithms
Cite this Research Publication : Anand, R., Veni, S., Geetha, P., & Subramoniam, S. R. (2021). Extended morphological profiles analysis of airborne hyperspectral image classification using machine learning algorithms. International Journal of Intelligent Networks, 2, 1-6.
Year : 2021
Robust classification technique for hyperspectral images based on 3D-discrete wavelet transform
Cite this Research Publication : Anand, R., Veni, S., & Aravinth, J. (2021). Robust classification technique for hyperspectral images based on 3D-discrete wavelet transform. Remote Sensing, 13(7), 1255.