Modeling of Hyperparameter Tuned Fuzzy Deep Neural Network–Based Human Activity Recognition for Disabled People

Modeling of Hyperparameter Tuned Fuzzy Deep Neural Network–Based Human Activity Recognition for Disabled People

Human activity recognition (HAR) for disabled people is a vital research area, which aims to help individuals with disabilities in their daily lives. HAR involves using technology, typically wearable devices or sensors, to automatically identify and classify human activities and movements. HAR using...

Full description

Saved in:

Bibliographic Details
Main Authors:	Faiz Abdullah Alotaibi, Mrim M. Alnfiai, Fahd N. Al-Wesabi, Mesfer Alduhayyem, Anwer Mustafa Hilal, Manar Ahmed Hamza
Format:	Article
Language:	English
Published:	Wiley 2024-01-01
Series:	Journal of Mathematics
Online Access:	http://dx.doi.org/10.1155/2024/5551009
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Metaheuristics Approach for Hyperparameter Tuning of Convolutional Neural Network
by: Hindriyanto Purnomo, et al.
Published: (2024-06-01)

Gaussian Process Regression and Machine Learning Methods for Carbon-Based Material Adsorption
by: Manar Ahmed Hamza, et al.
Published: (2022-01-01)

An Optimized Hyperparameter Tuning for Improved Hate Speech Detection with Multilayer Perceptron
by: Muhamad Ridwan, et al.
Published: (2024-08-01)

Ensemble genetic and CNN model-based image classification by enhancing hyperparameter tuning
by: Wajahat Hussain, et al.
Published: (2025-01-01)

Evaluating CNN Architectures and Hyperparameter Tuning for Enhanced Lung Cancer Detection Using Transfer Learning
by: Mohd Munazzer Ansari, et al.
Published: (2024-01-01)

Integrating Explainable Artificial Intelligence With Advanced Deep Learning Model for Crowd Density Estimation in Real-World Surveillance Systems
by: Sultan Refa Alotaibi, et al.
Published: (2025-01-01)

Enhanced dry SO₂ capture estimation using Python-driven computational frameworks with hyperparameter tuning and data augmentation
by: Robert Makomere, et al.
Published: (2025-04-01)

Explainable Machine Learning for Efficient Diabetes Prediction Using Hyperparameter Tuning, SHAP Analysis, Partial Dependency, and LIME
by: Md. Manowarul Islam, et al.
Published: (2025-01-01)

Efficient Feature Selection and Hyperparameter Tuning for Improved Speech Signal-Based Parkinson’s Disease Diagnosis via Machine Learning Techniques
by: Deepak Painuli, et al.
Published: (2025-01-01)

Shear Wave Velocity Prediction with Hyperparameter Optimization
by: Gebrail Bekdaş, et al.
Published: (2025-01-01)

An Intelligent Carbon-Based Prediction of Wastewater Treatment Plants Using Machine Learning Algorithms
by: Anwer Mustafa Hilal, et al.
Published: (2022-01-01)

Influence of the Neural Network Hyperparameters on its Numerical Conditioning
by: S. V. Sholtanyuk
Published: (2020-04-01)

Multidisciplinary ML Techniques on Gesture Recognition for People with Disabilities in a Smart Home Environment
by: Christos Panagiotou, et al.
Published: (2025-01-01)

Intelligent CO2 Monitoring for Diagnosis of Sleep Apnea Using Neural Cryptography Techniques
by: Manar Ahmed Hamza, et al.
Published: (2022-01-01)

Disaster Tips for People with Disabilities
by: Carolyn S. Wilken
Published: (2005-08-01)

Disaster Tips for People with Disabilities
by: Carolyn S. Wilken
Published: (2005-08-01)

Investigating the effects of hyperparameter sensitivity on machine learning algorithms for PV forecasting
by: Ehtsham Muhammad, et al.
Published: (2025-01-01)

Hyperparameter Optimization in Generative Adversarial Networks (GANs) Using Gaussian AHP
by: Thiago Serafim Rodrigues, et al.
Published: (2025-01-01)

Disability in the perception of students. Results of research on attitudes toward people with disabilities
by: Beata Górnicka
Published: (2024-12-01)

MND for Helping People with Different Disabilities
by: Wael Hosny Fouad Aly
Published: (2014-07-01)

Well-Production Forecasting Using Machine Learning with Feature Selection and Automatic Hyperparameter Optimization
by: Ruibin Zhu, et al.
Published: (2024-12-01)

Imagined Movement Recognition in People with Disabilities Using Common Sparse Spatio Spectral Pattern (CSSSP) and Sequential Features Selection (SFS)
by: Alireza Pirasteh, et al.
Published: (2025-01-01)

ATTITUDINAL BARRIERS TOWARDS DISABLED PEOPLE IN SOCIETY
by: G. V. Zhigunova, et al.
Published: (2019-06-01)

Multiobjective Hyperparameter Optimization of Artificial Neural Networks for Optimal Feedforward Torque Control of Synchronous Machines
by: Niklas Monzen, et al.
Published: (2024-01-01)

Disaster Planning Tips for Caregivers of the Elderly and People with Disabilities
by: Carolyn S. Wilken
Published: (2005-08-01)

Meeting the psycho-social needs of people with disabilities in Uganda.
by: Adebayo, Sanni T.
Published: (2018)

Financial inclusion for people with disability: a scoping review
by: Louise Puli, et al.
Published: (2024-12-01)

Digitalization: new risks for people with disabilities. Problem statement
by: N. N. Meshcheryakova, et al.
Published: (2021-10-01)

Professional preferences and employment prospects of young people with disabilities
by: E. V. Kuznetsova, et al.
Published: (2022-12-01)

Identifying the deficits in cancer care for people with intellectual disabilities
by: Kathryn A Robb, et al.
Published: (2024-07-01)

Disaster Planning Tips for Caregivers of the Elderly and People with Disabilities
by: Carolyn S. Wilken
Published: (2005-08-01)

Personal dispositions for the sense of coherence in people with physical disability
by: Urszula Olejnik
Published: (2024-12-01)

RETRACTED: The necessity of developing mobile applications for people with disabilities
by: Farmanov Erkin, et al.
Published: (2024-01-01)

A Support Vector Machine Model with Hyperparameters Optimised by Mind Evolutionary Algorithm for Assessing Permeability of Rock
by: Wenjin Zhu, et al.
Published: (2020-01-01)

Research on named entity recognition method in cybersecurity based on soft prompt tuning and reinforcement learning
by: TIAN Zeshu, et al.
Published: (2024-10-01)

Living Group Mosaic Family: participation of people with disabilities in the community
by: Marta Aoki, et al.
Published: (2014-04-01)

Telehealth and people with disabilities in the United Kingdom: a scoping review
by: Mezhen Ko, et al.
Published: (2025-02-01)

Psychological and pedagogical readiness of a guide to work with disabled people
by: O. V. Zaslavskaya, et al.
Published: (2020-01-01)

ENSURING THE INDEPENDENT LIFE OF PEOPLE WITH DISABILITIES IN A REGIONAL SOCIETY
by: G. Zhigunova
Published: (2018-12-01)

Life of people with disabilities: global experience and development trends in Russia
by: X. E. Andreeva, et al.
Published: (2022-11-01)