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Automated classification of multi-class sleep stages classification using polysomnography signals: a nine- layer 1D-convolution neural network approach

Multimedia tools and applications, 2023-03, Vol.82 (6), p.8049-8091

2023

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Automated Classification of Sleep Stages Using Single-Channel EEG: A Machine Learning-Based Method

International journal of information retrieval research, 2022-07, Vol.12 (2), p.1-19

2022

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Multimodal Multiclass Machine Learning Model for Automated Sleep Staging Based on Time Series Data

SN computer science, 2022-07, Vol.3 (4), p.276, Article 276

2022

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Machine Learning Approaches with Automated Sleep Staging System based on Two-Layer Heterogeneous Ensemble Learning Stacking Model

International Journal of Computing and Digital System (Jāmiʻat al-Baḥrayn. Markaz al-Nashr al-ʻIlmī), 2022-01, Vol.11 (1), p.725-742

2022

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A Study of Human Sleep Stage Classification Based on Dual Channels of EEG Signal Using Machine Learning Techniques

SN computer science, 2021-05, Vol.2 (3), p.157, Article 157

2021

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Performance analysis of machine learning algorithms on automated sleep staging feature sets

CAAI Transactions on Intelligence Technology, 2021-06, Vol.6 (2), p.155-174

2021

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Energy Aware Efficient Data Aggregation (EAEDAR) with Re-scheduling Mechanism Using Clustering Techniques in Wireless Sensor Networks

Wireless personal communications, 2021-04, Vol.117 (4), p.3271-3287

2021

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Small cell lung tumour differentiation using F-18 (Fluorine-18) PET and smoothing using Gaussian 3D convolution operator

International journal of nanotechnology., 2023, Vol.20 (1/2/3/4), p.98-115

2023

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Investigation of Task Scheduling in Cloud Computing by using Imperialist Competitive and Crow Search Algorithms

Procedia computer science, 2023, Vol.230, p.879-889

2023

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Grey Relational Analysis-Based Optimisation of Input Parameters of Incremental Forming Process Applied to the AA6061 Alloy

Transactions of FAMENA, 2020-05, Vol.44 (1), p.93-104

2020

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Various Segmentation Techniques for Lung Cancer Detection using CT Images: A Review

Turkish journal of computer and mathematics education, 2021-04, Vol.12 (2), p.918-928

Et. al, J. Vijayaraj

2021

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A Review on Psychological Brainwaves Behavior During Sleep: Causes and Diagnosis

Bio-Inspired Neurocomputing, 2020, Vol.903, p.105-130

2020

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ACUTE ABDOMEN- PRESENTATION OF INTESTINAL TUBERCULOSIS

Journal of evolution of medical and dental sciences, 2019-03, Vol.8 (11), p.807-810

2019

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Modified Firefly Algorithm for Vector Quantization Codebook Design in Image Compression

International journal of engineering and advanced technology, 2019-08, Vol.8 (6), p.23-37

2019

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Formability Analysis of AA6061 Aluminium Alloy at Room Temperature

Applied Mechanics and Materials, 2014-07, Vol.591 (Advanced Manufacturing Research and Intelligent Applications), p.55-59

2014

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ABO BLOOD GROUP SYSTEM AND CARCINOMA STOMACH- A RETROSPECTIVE STUDY IN A TERTIARY CARE CENTRE

Journal of evolution of medical and dental sciences, 2017-01, Vol.6 (6), p.452-454

2017

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Prognosis of automated sleep staging based on two-layer ensemble learning stacking model using single-channel EEG signal

Soft computing (Berlin, Germany), 2021-12, Vol.25 (24), p.15445-15462

2021

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A STUDY AND REVIEW OF NON-SURGICAL CAUSES OF PNEUMOPERITONEUM (SPONTANEOUS PNEUMOPERITONEUM) IN TERTIARY CARE CENTRE, GOVERNMENT VELLORE MEDICAL COLLEGE HOSPITAL, VELLORE

Journal of evolution of medical and dental sciences, 2016-12, Vol.5 (96), p.7052-7055

2016

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Motion Prediction Model Using Adaptive Neuro Fuzzy Network (ANFN) and Probabilistic Neural Network (PNN) Algorithm in 4-Dimensional Computed Tomography (4DCT) Images

International journal of current research and review, 2020-12, Vol.12 (23), p.199-207

2020

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Endothelin‐1 and Its Receptors ETA and ETB in Drug‐Induced Gingival Overgrowth

Journal of periodontology (1970), 2007-02, Vol.78 (2), p.290-295

2007

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Gradient Descent Based Hyparameter Tuning of Xception Architecture for Diabetic Retinopathy Segmentation and Classification

International journal of engineering and advanced technology, 2020-02, Vol.9 (3), p.4255-4263

2020

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Machine learning with ensemble stacking model for automated sleep staging using dual-channel EEG signal

Biomedical signal processing and control, 2021-08, Vol.69, p.102898, Article 102898

2021

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A NOVEL SHAPE BASED FEATURE EXTRACTION TECHNIQUE FOR DIAGNOSIS OF LUNG DISEASES USING EVOLUTIONARY APPROACH

ICTACT journal on soft computing, 2014-07, Vol.4 (4), p.804-810

2014

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Analysis of Mathematical Model for 2 Levels with Five Factors using Minitab to Find an Optimal Path in Wireless Ad Hoc Networks

Asian journal of research in social sciences and humanities, 2016, Vol.6 (8), p.360

Loganathan, D.

2016

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A Novel Swift and Intelligent Approach for Revamping Shopping Experience

International journal of computer applications, 2024-07, Vol.186 (28), p.36-41

2024

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Automated classification of multi-class sleep stages classification using polysomnography signals: a nine- layer 1D-convolution neural network approach

Automated Classification of Sleep Stages Using Single-Channel EEG: A Machine Learning-Based Method

Multimodal Multiclass Machine Learning Model for Automated Sleep Staging Based on Time Series Data

Machine Learning Approaches with Automated Sleep Staging System based on Two-Layer Heterogeneous Ensemble Learning Stacking Model

A Study of Human Sleep Stage Classification Based on Dual Channels of EEG Signal Using Machine Learning Techniques

Performance analysis of machine learning algorithms on automated sleep staging feature sets

Energy Aware Efficient Data Aggregation (EAEDAR) with Re-scheduling Mechanism Using Clustering Techniques in Wireless Sensor Networks

Small cell lung tumour differentiation using F-18 (Fluorine-18) PET and smoothing using Gaussian 3D convolution operator

Investigation of Task Scheduling in Cloud Computing by using Imperialist Competitive and Crow Search Algorithms

Grey Relational Analysis-Based Optimisation of Input Parameters of Incremental Forming Process Applied to the AA6061 Alloy

Various Segmentation Techniques for Lung Cancer Detection using CT Images: A Review

A Review on Psychological Brainwaves Behavior During Sleep: Causes and Diagnosis

ACUTE ABDOMEN- PRESENTATION OF INTESTINAL TUBERCULOSIS

Modified Firefly Algorithm for Vector Quantization Codebook Design in Image Compression

Formability Analysis of AA6061 Aluminium Alloy at Room Temperature

ABO BLOOD GROUP SYSTEM AND CARCINOMA STOMACH- A RETROSPECTIVE STUDY IN A TERTIARY CARE CENTRE

Prognosis of automated sleep staging based on two-layer ensemble learning stacking model using single-channel EEG signal

A STUDY AND REVIEW OF NON-SURGICAL CAUSES OF PNEUMOPERITONEUM (SPONTANEOUS PNEUMOPERITONEUM) IN TERTIARY CARE CENTRE, GOVERNMENT VELLORE MEDICAL COLLEGE HOSPITAL, VELLORE

Motion Prediction Model Using Adaptive Neuro Fuzzy Network (ANFN) and Probabilistic Neural Network (PNN) Algorithm in 4-Dimensional Computed Tomography (4DCT) Images

Endothelin‐1 and Its Receptors ETA and ETB in Drug‐Induced Gingival Overgrowth

Gradient Descent Based Hyparameter Tuning of Xception Architecture for Diabetic Retinopathy Segmentation and Classification

Machine learning with ensemble stacking model for automated sleep staging using dual-channel EEG signal

A NOVEL SHAPE BASED FEATURE EXTRACTION TECHNIQUE FOR DIAGNOSIS OF LUNG DISEASES USING EVOLUTIONARY APPROACH

Analysis of Mathematical Model for 2 Levels with Five Factors using Minitab to Find an Optimal Path in Wireless Ad Hoc Networks

A Novel Swift and Intelligent Approach for Revamping Shopping Experience

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