D. Jude Hemanth

Orcid: 0000-0002-6091-1880

According to our database1, D. Jude Hemanth authored at least 137 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Binary and Ternary Classifiers to Detect COVID-19 Patients Using Chest X-ray Images: An Efficient Layered CNN Approach.
New Gener. Comput., November, 2024

Deep learning and saliency-based parking IoT classification under different weather conditions.
Intell. Decis. Technol., 2024

Dementia detection using parameter optimization for multimodal datasets.
Intell. Decis. Technol., 2024

Integrating LSTM and NLP techniques for essay generation.
Intell. Decis. Technol., 2024

A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks.
CoRR, 2024

2023
Deep learning-based facial emotion recognition for human-computer interaction applications.
Neural Comput. Appl., November, 2023

YOLO and LSH-based video stream analytics landscape for short-term traffic density surveillance at road networks.
Turkish J. Electr. Eng. Comput. Sci., October, 2023

Evaluation of a novel hybrid lion swarm optimization - AdaBoostRegressor model for forecasting monthly precipitation.
Sustain. Comput. Informatics Syst., September, 2023

An automated framework to evaluate soft skills using posture and disfluency detection.
Mach. Vis. Appl., September, 2023

Arabic spam tweets classification using deep learning.
Neural Comput. Appl., August, 2023

Autonomous pedestrian detection for crowd surveillance using deep learning framework.
Soft Comput., July, 2023

Guest Editorial Advanced Wearable Sensors for Smart Monitoring and Disease Prediction.
IEEE J. Biomed. Health Informatics, May, 2023

Classification of Visually Evoked Potential EEG Using Hybrid Anchoring-based Particle Swarm Optimized Scaled Conjugate Gradient Multi-Layer Perceptron Classifier.
Int. J. Artif. Intell. Tools, May, 2023

Fast Violence Recognition in Video Surveillance by Integrating Object Detection and Conv-LSTM.
Int. J. Artif. Intell. Tools, May, 2023

Sign2Pose: A Pose-Based Approach for Gloss Prediction Using a Transformer Model.
Sensors, March, 2023

A quantum-based approach for offensive security against cyber attacks in electrical infrastructure.
Appl. Soft Comput., March, 2023

Detection of Atrial Fibrillation From Variable-Duration ECG Signal Based on Time-Adaptive Densely Network and Feature Enhancement Strategy.
IEEE J. Biomed. Health Informatics, February, 2023

Guest Editorial Federated Learning for Privacy Preservation of Healthcare Data in Internet of Medical Things and Patient Monitoring.
IEEE J. Biomed. Health Informatics, February, 2023

Recognition of human action for scene understanding using world cup optimization and transfer learning approach.
PeerJ Comput. Sci., 2023

A transfer learning-based system for grading breast invasive ductal carcinoma.
IET Image Process., 2023

A fuzzy rule-based system with decision tree for breast cancer detection.
IET Image Process., 2023

Analysis and comparison of various deep learning models to implement suspicious activity recognition in CCTV surveillance.
Intell. Decis. Technol., 2023

Special Issue on "Data Intelligence".
Intell. Decis. Technol., 2023

Hybrid deep learning models based emotion recognition with speech signals.
Intell. Decis. Technol., 2023

A review on computational methods based automated sign language recognition system for hearing and speech impaired community.
Concurr. Comput. Pract. Exp., 2023

Indoor Scene Recognition: An Attention-Based Approach Using Feature Selection-Based Transfer Learning and Deep Liquid State Machine.
Algorithms, 2023

Computational Intelligence and Soft Computing Paradigm for Cheating Detection in Online Examinations.
Appl. Comput. Intell. Soft Comput., 2023

An Overview of Deepfake Methods in Medical Image Processing for Health Care Applications.
Proceedings of the Design Studies and Intelligence Engineering, 2023

A Review on Vascular Biometrics for Finger Vein Authentication System.
Proceedings of the Design Studies and Intelligence Engineering, 2023

2022
A Survey on Computer-Aided Intelligent Methods to Identify and Classify Skin Cancer.
Informatics, December, 2022

A comprehensive review on Arabic word sense disambiguation for natural language processing applications.
WIREs Data Mining Knowl. Discov., 2022

An End-to-End Automated License Plate Recognition System Using YOLO Based Vehicle and License Plate Detection with Vehicle Classification.
Sensors, 2022

Semantic relational machine learning model for sentiment analysis using cascade feature selection and heterogeneous classifier ensemble.
PeerJ Comput. Sci., 2022

A systematic review on machine learning models for online learning and examination systems.
PeerJ Comput. Sci., 2022

A systematic literature review on spam content detection and classification.
PeerJ Comput. Sci., 2022

Diagnosis of coronary artery occlusion by fitting polynomial curve with the ECG signal based on optimization techniques.
Netw. Model. Anal. Health Informatics Bioinform., 2022

Hybrid deep convolutional neural models for iris image recognition.
Multim. Tools Appl., 2022

Intelligent Remote Photoplethysmography-Based Methods for Heart Rate Estimation from Face Videos: A Survey.
Informatics, 2022

Deep learning-based semantic segmentation of interphase cells and debris from metaphase images.
Int. J. Imaging Syst. Technol., 2022

A deep neural network-based approach for fake news detection in regional language.
Int. J. Web Inf. Syst., 2022

Efficient Approach for Rhopalocera Classification Using Growing Convolutional Neural Network.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2022

A Modified Deep Convolution Siamese Network for Writer-Independent Signature Verification.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2022

A novel framework for segmentation of uterus fibroids in ultrasound images using machine learning models.
Int. J. Model. Identif. Control., 2022

Deep Learning and TextBlob Based Sentiment Analysis for Coronavirus (COVID-19) Using Twitter Data.
Int. J. Artif. Intell. Tools, 2022

Traditional and deep-based techniques for end-to-end automated karyotyping: A review.
Expert Syst. J. Knowl. Eng., 2022

Prediction of COVID-19 active cases using exponential and non-linear growth models.
Expert Syst. J. Knowl. Eng., 2022

Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning.
CoRR, 2022

A photoplethysmography-based diagnostic support system for obstructive sleep apnea using deep learning approaches.
Comput. Electr. Eng., 2022

Transfer Learning Based Natural Scene Classification for Scene Understanding by Intelligent Machines.
Proceedings of the Computational Science - ICCS 2022, 2022

Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography Based Heart Rate Estimation.
Proceedings of the Computational Science - ICCS 2022, 2022

Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model.
Proceedings of the Computational Science - ICCS 2022, 2022

Melanoma Classification Using Machine Learning Techniques.
Proceedings of the Design Studies and Intelligence Engineering, 2022

Deep Transfer Learning Approach for Obstructive Sleep Apnea Classification with Photoplethysmography Signal.
Proceedings of the Design Studies and Intelligence Engineering, 2022

Tornado Forecast Visualization for Effective Rescue Planning.
Proceedings of the IoT and WSN based Smart Cities: A Machine Learning Perspective, 2022

2021
Multimodal sentimental analysis for social media applications: A comprehensive review.
WIREs Data Mining Knowl. Discov., 2021

Machine learning-based left ventricular hypertrophy detection using multi-lead ECG signal.
Neural Comput. Appl., 2021

Remote Monitoring of Physical Rehabilitation of Stroke Patients Using IoT and Virtual Reality.
IEEE J. Sel. Areas Commun., 2021

An intelligent medical decision support system for diagnosis of heart abnormalities in ECG signals.
Intell. Decis. Technol., 2021

Automated classification of retinal images into AMD/non-AMD Class - a study using multi-threshold and Gassian-filter enhanced images.
Evol. Intell., 2021

Evaluation of brain tumor using brain MRI with modified-moth-flame algorithm and Kapur's thresholding: a study.
Evol. Intell., 2021

Image fusion practice to improve the ischemic-stroke-lesion detection for efficient clinical decision making.
Evol. Intell., 2021

Performance-enhanced modified self-organising map for iris data classification.
Expert Syst. J. Knowl. Eng., 2021

Leukocyte classification based on feature selection using extra trees classifier: a transfer learning approach.
Turkish J. Electr. Eng. Comput. Sci., 2021

Novel image enhancement approaches for despeckling in ultrasound images for fibroid detection in human uterus.
Open Comput. Sci., 2021

A comprehensive E-commerce customer behavior analysis using convolutional methods.
Comput. Electr. Eng., 2021

Deep learning based detection and analysis of COVID-19 on chest X-ray images.
Appl. Intell., 2021

Coherence and Adaptivity in Frameless Rendering-A Practical and Information Theoretic Analysis.
IEEE Access, 2021

Efficient Visual Sentiment Prediction Approaches Using Deep Learning Models.
Proceedings of the Knowledge Graphs and Semantic Web, 2021

Deep Inside Feature Learning for Image Classification Using Transfer Learning Approach.
Proceedings of the Design Studies and Intelligence Engineering, 2021

Deep CNN for Static Indian Sign Language Digits Recognition.
Proceedings of the Design Studies and Intelligence Engineering, 2021

Evaluating YOLOv5 Deep Learning Models for the Detection of Tomato Berries for Crop Yield Estimation.
Proceedings of the Design Studies and Intelligence Engineering, 2021

2020
Performance Comparison of Feature Extraction Methods for Iris Recognition.
Information Technology and Intelligent Transportation Systems, 2020

Interactive Educational Content Using Marker Based Augmented Reality.
Information Technology and Intelligent Transportation Systems, 2020

Emotion Recognition Using Feature Extraction Techniques.
Information Technology and Intelligent Transportation Systems, 2020

An augmented reality-supported mobile application for diagnosis of heart diseases.
J. Supercomput., 2020

A new approach for classification skin lesion based on transfer learning, deep learning, and IoT system.
Pattern Recognit. Lett., 2020

Gastrointestinal diseases segmentation and classification based on duo-deep architectures.
Pattern Recognit. Lett., 2020

A Modified Fuzzy Logic Relation-Based Approach for Electricity Consumption Forecasting in India.
Int. J. Fuzzy Syst., 2020

Novel Optimization Based Hybrid Self-Organizing Map Classifiers for Iris Image Recognition.
Int. J. Comput. Intell. Syst., 2020

Cancer Cell Detection through Histological Nuclei Images Applying the Hybrid Combination of Artificial Bee Colony and Particle Swarm Optimization Algorithms.
Int. J. Comput. Intell. Syst., 2020

Editorial.
Intell. Decis. Technol., 2020

Forest data visualization and land mapping using support vector machines and decision trees.
Earth Sci. Informatics, 2020

Data augmentation based morphological classification of galaxies using deep convolutional neural network.
Earth Sci. Informatics, 2020

Automatic Detection of White Blood Cancer From Bone Marrow Microscopic Images Using Convolutional Neural Networks.
IEEE Access, 2020

2019
Clustering approaches for high-dimensional databases: A review.
WIREs Data Mining Knowl. Discov., 2019

An Intelligent IoT-Based Food Quality Monitoring Approach Using Low-Cost Sensors.
Symmetry, 2019

A comprehensive review on iris image-based biometric system.
Soft Comput., 2019

IoT Based Heart Activity Monitoring Using Inductive Sensors.
Sensors, 2019

Control of singularity trajectory tracking for robotic manipulator by genetic algorithms.
J. Comput. Sci., 2019

Data augmentation on mice liver cirrhosis microscopic images employing convolutional neural networks and support vector machine.
J. Ambient Intell. Humaniz. Comput., 2019

Human emotion recognition using intelligent approaches: A review.
Intell. Decis. Technol., 2019

Convolutional neural network based Alzheimer's disease classification from magnetic resonance brain images.
Cogn. Syst. Res., 2019

Brain MR kurtosis imaging study: Contrasting gray and white matter.
Cogn. Syst. Res., 2019

A probabilistic model for state sequence analysis in hidden Markov model for hand gesture recognition.
Comput. Intell., 2019

Deep learning based enhanced tumor segmentation approach for MR brain images.
Appl. Soft Comput., 2019

Modified Genetic Algorithm approaches for classification of abnormal Magnetic Resonance Brain tumour images.
Appl. Soft Comput., 2019

Prediction of Electroencephalogram Time Series With Electro-Search Optimization Algorithm Trained Adaptive Neuro-Fuzzy Inference System.
IEEE Access, 2019

A Modified Deep Convolutional Neural Network for Abnormal Brain Image Classification.
IEEE Access, 2019

An Intelligent Assistive Tool Using Exergaming and Response Surface Methodology for Patients With Brain Disorders.
IEEE Access, 2019

Iris image recognition using optimized Kohonen self organizing neural network.
Proceedings of the 9th International Conference on Imaging for Crime Detection and Prevention, 2019

Feature extraction techniques for human emotion identification from face images.
Proceedings of the 9th International Conference on Imaging for Crime Detection and Prevention, 2019

2018
Diabetic Retinopathy Diagnosis from Retinal Images Using Modified Hopfield Neural Network.
J. Medical Syst., 2018

A modified genetic algorithm for performance improvement of transform based image steganography systems.
J. Intell. Fuzzy Syst., 2018

A Pattern-Based Artificial Bee Colony Algorithm for Motion Estimation in Video Compression Techniques.
Circuits Syst. Signal Process., 2018

Automatic histologically-closer classification of skin lesions.
Comput. Medical Imaging Graph., 2018

ABC algorithm based optimization of 1-D hidden Markov model for hand gesture recognition applications.
Comput. Ind., 2018

An improved salient object detection algorithm combining background and foreground connectivity for brain image analysis.
Comput. Electr. Eng., 2018

Brain signal based human emotion analysis by circular back propagation and Deep Kohonen Neural Networks.
Comput. Electr. Eng., 2018

IEEE Access Special Section Editorial: Soft Computing Techniques for Image Analysis in the Medical Industry - Current Trends, Challenges and Solutions.
IEEE Access, 2018

Multi-neural Networks Object Identification.
Proceedings of the Soft Computing Applications, 2018

Non-Nested Generalisation (NNGE) Algorithm for Efficient and Early Detection of Diabetes.
Proceedings of the Information Technology and Intelligent Transportation Systems - Proceedings of the 3rd International Conference on Information Technology and Intelligent Transportation Systems (ITITS 2018), 2018

2017
Hand posture and gesture recognition techniques for virtual reality applications: a survey.
Virtual Real., 2017

Performance enhanced image steganography systems using transforms and optimization techniques.
Multim. Tools Appl., 2017

Fusion of artificial neural networks for learning capability enhancement: Application to medical image classification.
Expert Syst. J. Knowl. Eng., 2017

Emergency Response Cyber-Physical System for Disaster Prevention with Sustainable Electronics.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

2016
Fast and accurate fuzzy C-means algorithm for MR brain image segmentation.
Int. J. Imaging Syst. Technol., 2016

Special issue on Decision Support Systems for Medical Applications.
Intell. Decis. Technol., 2016

Fuzzy C-Means based on Minkowski distance for liver CT image segmentation.
Intell. Decis. Technol., 2016

Environment Description for Blind People.
Proceedings of the Soft Computing Applications, 2016

2015
Performance Improved Modified Fuzzy C-Means Algorithm for Image Segmentation Applications.
Informatica, 2015

Discrete ripplet transform based steganography system for imaging applications.
Int. J. Reason. based Intell. Syst., 2015

Different methodology for image steganography-based data hiding: review paper.
Int. J. Inf. Commun. Technol., 2015

Performance Improved Hybrid Intelligent System for Medical Image Classification.
Proceedings of the 7th Balkan Conference on Informatics Conference, 2015

2014
Performance Improved Iteration-Free Artificial Neural Networks for Abnormal Magnetic Resonance Brain Image Classification.
Neurocomputing, 2014

Hybrid Neuro-Fuzzy Approaches for Abnormality Detection in Retinal Images.
Proceedings of the Soft Computing Applications, 2014

2013
Distance metric-based time-efficient fuzzy algorithm for abnormal magnetic resonance brain image segmentation.
Neural Comput. Appl., 2013

2012
Comparative Analysis of Neural Model and Statistical Model for Abnormal Retinal Image Segmentation.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

Image Pre-processing and Feature Extraction Techniques for Magnetic Resonance Brain Image Analysis.
Proceedings of the Computer Applications for Communication, Networking, and Digital Contents, 2012

Performance Enhanced Hybrid Artificial Neural Network for Abnormal Retinal Image Classification.
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012

2011
Performance Enhanced Hybrid Kohonen-Hopfield Neural Network for Abnormal Brain Image Classification.
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2011

2010
Application of Adaptive Resonance Theory Neural Network for MR Brain Tumor Image Classification.
Int. J. Heal. Inf. Syst. Informatics, 2010

A Hybrid Genetic Algorithm based Fuzzy Approach for Abnormal Retinal Image Classification.
Int. J. Cogn. Informatics Nat. Intell., 2010

Application of an enhanced fuzzy algorithm for MR brain tumor image segmentation.
Proceedings of the Second International Conference on Digital Image Processing, 2010

Automated radial basis function neural network based image classification system for diabetic retinopathy detection in retinal images.
Proceedings of the Second International Conference on Digital Image Processing, 2010

2009
Comparative Analysis of Neural Model and Fuzzy Model for MR Brain Tumor Image Segmentation.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Self Organizing Neural Network based Pathology Classification in Retinal Images.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

An Enhanced Counter Propagation Neural Network for Abnormal Retinal Image Classification.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009


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