Search Results - "Rajaguru, Harikumar"

Amelioration of multitudinous classifiers performance with hyper-parameters tuning in elephant search optimization for cardiac arrhythmias detection.

Authors: Manivannan, Gowri Shankar Babu, C. Ganesh Rajaguru, Harikumar

Source: Journal of Supercomputing; Jul2024, Vol. 80 Issue 10, p14848-14924, 77p

MobileDANet integrating transfer learning and dynamic attention for classifying multi target histopathology images with explainable AI.

Authors: S R, Sannasi Chakravarthy Rajaguru, Harikumar

Source: Scientific Reports. 10/24/2025, Vol. 15 Issue 1, p1-20. 20p.

Processing of digital mammogram images using optimized ELM with deep transfer learning for breast cancer diagnosis.

Authors: Chakravarthy, S. R. Sannasi Bharanidharan, N. Rajaguru, Harikumar

Source: Multimedia Tools & Applications; Dec2023, Vol. 82 Issue 30, p47585-47609, 25p

Alcoholic EEG Signal Classification Using Multi-Heuristic Classifiers with Stochastic Gradient Descent Technique for Tuning the Hyperparameters.

Authors: Rajaguru, Harikumar Vigneshkumar, A. Gowri Shankar, M.

Source: IETE Journal of Research; Oct2023, Vol. 69 Issue 10, p7290-7305, 16p

Multi-Deep CNN based Experimentations for Early Diagnosis of Breast Cancer.

Authors: Sannasi Chakravarthy, S. R. Bharanidharan, N. Rajaguru, Harikumar

Source: IETE Journal of Research; Oct2023, Vol. 69 Issue 10, p7326-7341, 16p

Detection of Congestive Heart Failure with Nature-Inspired Optimization and Classifiers Performance Amelioration from ECG Signals.

Authors: Gowri Shankar, M. Ganesh Babu, C. Rajaguru, Harikumar

Source: IETE Journal of Research; Aug2023, Vol. 69 Issue 8, p4858-4871, 14p

Enhancement of liver cirrhosis detection from ultrasonic images through clustering-based features and classifiers.

Authors: R, Karthikamani Rajaguru, Harikumar

Source: Computer Methods in Biomechanics & Biomedical Engineering: Imaging & Visualisation; Dec2025, Vol. 13 Issue 1, p1-13, 13p

KNN Classifier and K-Means Clustering for Robust Classification of Epilepsy From EEG Signals. A Detailed Analysis

Authors: Rajaguru, Harikumar Prabhakar, Sunil Kumar

Resource Type: eBook.

Subjects: Brain--Physiology, Epilepsy, Signal processing--Digital techniques

Categories: MEDICAL / Diseases, HEALTH & FITNESS / Diseases & Conditions / General, MEDICAL / Clinical Medicine, MEDICAL / Internal Medicine, MEDICAL / Evidence-Based Medicine, TECHNOLOGY & ENGINEERING / Engineering (General), TECHNOLOGY & ENGINEERING / Reference

Enhanced Superpixel-Guided ResNet Framework with Optimized Deep-Weighted Averaging-Based Feature Fusion for Lung Cancer Detection in Histopathological Images.

Authors: Shanmugam, Karthikeyan Rajaguru, Harikumar

Source: Diagnostics (2075-4418). Apr2025, Vol. 15 Issue 7, p805. 31p.

Leveraging Classifier Performance Using Heuristic Optimization for Detecting Cardiovascular Disease from PPG Signals.

Authors: Palanisamy, Sivamani Rajaguru, Harikumar

Source: Diagnostics (2075-4418). Oct2024, Vol. 14 Issue 20, p2287. 31p.

A Holistic Strategy of Modified Superpixel Segmentation and Randomized Adam Hyperparameter Tuning with Deep Learning Approaches for the Classification of Breast Cancer from BreakHis Images: In the Quest for Precision.

Authors: Manivannan, Gowri Shankar Shanmugam, Karthikeyan Rajaguru, Harikumar et al.

Source: International Journal of Computational Intelligence Systems; 6/2/2025, Vol. 18 Issue 1, p1-33, 33p

Coherent Feature Extraction with Swarm Intelligence Based Hybrid Adaboost Weighted ELM Classification for Snoring Sound Classification.

Authors: Prabhakar, Sunil Kumar Rajaguru, Harikumar Won, Dong-Ok

Source: Diagnostics (2075-4418). Sep2024, Vol. 14 Issue 17, p1857. 29p.

Machine Learning Meets Meta-Heuristics: Bald Eagle Search Optimization and Red Deer Optimization for Feature Selection in Type II Diabetes Diagnosis.

Authors: Chellappan, Dinesh Rajaguru, Harikumar

Source: Bioengineering (Basel). Aug2024, Vol. 11 Issue 8, p766. 34p.

Metaheuristic integrated machine learning classification of colon cancer using STFT LASSO and EHO feature extraction from microarray gene expressions.

Authors: Nair, Ajin R. Rajaguru, Harikumar Karthika, M. S. et al.

Source: Scientific Reports. 7/17/2024, Vol. 14 Issue 1, p1-19. 19p.

Chaotic-Based Big Bang-Big Crunch Algorithm (CBCA) for Energy Management System of Hybrid Isolated Micro-grid: An Inherent Control Scheme.

Authors: Kalki, Kavin Mullai Rajaguru, Harikumar

Source: Energy Sources Part A: Recovery, Utilization & Environmental Effects; 2025, Vol. 47 Issue 1, p3827-3847, 21p

Exploitation of Bio-Inspired Classifiers for Performance Enhancement in Liver Cirrhosis Detection from Ultrasonic Images.

Authors: Ramamoorthy, Karthikamani Rajaguru, Harikumar

Source: Biomimetics (2313-7673). Jun2024, Vol. 9 Issue 6, p356. 22p.

Enhancement of Classifier Performance with Adam and RanAdam Hyper-Parameter Tuning for Lung Cancer Detection from Microarray Data—In Pursuit of Precision.

Authors: M S, Karthika Rajaguru, Harikumar Nair, Ajin R.

Source: Bioengineering (Basel). Apr2024, Vol. 11 Issue 4, p314. 27p.

Exploration and Enhancement of Classifiers in the Detection of Lung Cancer from Histopathological Images.

Authors: Shanmugam, Karthikeyan Rajaguru, Harikumar

Source: Diagnostics (2075-4418). Oct2023, Vol. 13 Issue 20, p3289. 38p.

Enhancement of Classifier Performance Using Swarm Intelligence in Detection of Diabetes from Pancreatic Microarray Gene Data.

Authors: Chellappan, Dinesh Rajaguru, Harikumar

Source: Biomimetics (2313-7673). Oct2023, Vol. 8 Issue 6, p503. 40p.

Detection of Diabetes through Microarray Genes with Enhancement of Classifiers Performance.

Authors: Chellappan, Dinesh Rajaguru, Harikumar

Source: Diagnostics (2075-4418). Aug2023, Vol. 13 Issue 16, p2654. 36p.