Cargando…

E2DR: A Deep Learning Ensemble-Based Driver Distraction Detection with Recommendations Model

The increasing number of car accidents is a significant issue in current transportation systems. According to the World Health Organization (WHO), road accidents are the eighth highest top cause of death around the world. More than 80% of road accidents are caused by distracted driving, such as usin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Aljasim, Mustafa, Kashef, Rasha
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914716/ https://www.ncbi.nlm.nih.gov/pubmed/35271004 http://dx.doi.org/10.3390/s22051858

Ejemplares similares

A Hybrid Deep Learning Model for Recognizing Actions of Distracted Drivers
por: Jiao, Shuang-Jian, et al.
Publicado: (2021)

DR-IIXRN : Detection Algorithm of Diabetic Retinopathy Based on Deep Ensemble Learning and Attention Mechanism
por: Ai, Zhuang, et al.
Publicado: (2021)

An Autoencoder-Based Deep Learning Classifier for Efficient Diagnosis of Autism
por: Sewani, Harshini, et al.
Publicado: (2020)

Ensemble deep learning for brain tumor detection
por: Alsubai, Shtwai, et al.
Publicado: (2022)

Deep Learning for LiDAR Point Cloud Classification in Remote Sensing
por: Diab, Ahmed, et al.
Publicado: (2022)

EDLM: Ensemble Deep Learning Model to Detect Mutation for the Early Detection of Cholangiocarcinoma
por: Shah, Asghar Ali, et al.
Publicado: (2023)

Novel Ensemble Model Recommendation Approach for the Detection of Dyslexia
por: AlGhamdi, Ahmed Saeed
Publicado: (2022)

Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study
por: Mukherjee, Debadyuti, et al.
Publicado: (2021)

Deep Ensemble Fake News Detection Model Using Sequential Deep Learning Technique
por: Ali, Abdullah Marish, et al.
Publicado: (2022)

EnsembleSplice: ensemble deep learning model for splice site prediction
por: Akpokiro, Victor, et al.
Publicado: (2022)

On the utilization of deep and ensemble learning to detect milk adulteration
por: Neto, Habib Asseiss, et al.
Publicado: (2019)

Ensemble Model Based on Hybrid Deep Learning for Intrusion Detection in Smart Grid Networks
por: AlHaddad, Ulaa, et al.
Publicado: (2023)

Driver Distraction Using Visual-Based Sensors and Algorithms
por: Fernández, Alberto, et al.
Publicado: (2016)

Drug-Resistant Tuberculosis Treatment Recommendation, and Multi-Class Tuberculosis Detection and Classification Using Ensemble Deep Learning-Based System
por: Prasitpuriprecha, Chutinun, et al.
Publicado: (2022)

Optimally-Weighted Image-Pose Approach (OWIPA) for Distracted Driver Detection and Classification
por: Koay, Hong Vin, et al.
Publicado: (2021)

A Proactive Recognition System for Detecting Commercial Vehicle Driver’s Distracted Behavior
por: Yan, Xintong, et al.
Publicado: (2022)

Types, Risk Factors, Consequences, and Detection Methods of Train Driver Fatigue and Distraction
por: Fan, Chaojie, et al.
Publicado: (2022)

A deep learning-based ensemble method for helmet-wearing detection
por: Fan, Zheming, et al.
Publicado: (2020)

Ensembles of Deep Learning Models and Transfer Learning for Ear Recognition
por: Alshazly, Hammam, et al.
Publicado: (2019)

Unusual Driver Behavior Detection in Videos Using Deep Learning Models
por: Abosaq, Hamad Ali, et al.
Publicado: (2022)

ECOVNet: a highly effective ensemble based deep learning model for detecting COVID-19
por: Chowdhury, Nihad Karim, et al.
Publicado: (2021)

Approach for Detecting Attacks on IoT Networks Based on Ensemble Feature Selection and Deep Learning Models
por: Rihan , Shaza Dawood Ahmed, et al.
Publicado: (2023)

Pneumonia detection in chest X-ray images using an ensemble of deep learning models
por: Kundu, Rohit, et al.
Publicado: (2021)

Ensemble of deep transfer learning models for real-time automatic detection of face mask
por: Bania, Rubul Kumar
Publicado: (2023)

An Ensemble of Deep Learning Object Detection Models for Anatomical and Pathological Regions in Brain MRI
por: Terzi, Ramazan
Publicado: (2023)

A Smart Healthcare Recommendation System for Multidisciplinary Diabetes Patients with Data Fusion Based on Deep Ensemble Learning
por: Ihnaini, Baha, et al.
Publicado: (2021)

Distraction detection of lectures in e-learning using machine learning based on human facial features and postural information
por: Betto, Iku, et al.
Publicado: (2022)

A Deep Learning Ensemble for Network Anomaly and Cyber-Attack Detection
por: Dutta, Vibekananda, et al.
Publicado: (2020)

A calibrated deep learning ensemble for abnormality detection in musculoskeletal radiographs
por: He, Minliang, et al.
Publicado: (2021)

EDLDR: An Ensemble Deep Learning Technique for Detection and Classification of Diabetic Retinopathy
por: Mondal, Sambit S., et al.
Publicado: (2022)

Analysis of Cytology Pap Smear Images Based on Ensemble Deep Learning Approach
por: Alsalatie, Mohammed, et al.
Publicado: (2022)

Equilibrium Optimization Algorithm with Ensemble Learning Based Cervical Precancerous Lesion Classification Model
por: A. Mansouri, Rasha, et al.
Publicado: (2022)

Detection of Types of Mental Illness through the Social Network Using Ensembled Deep Learning Model
por: Nasrullah, Syed, et al.
Publicado: (2022)

COVID-19 outbreak: An ensemble pre-trained deep learning model for detecting informative tweets
por: Malla, SreeJagadeesh, et al.
Publicado: (2021)

Detecting strawberry diseases and pest infections in the very early stage with an ensemble deep-learning model
por: Lee, Sangyeon, et al.
Publicado: (2022)

EFFNet-CA: An Efficient Driver Distraction Detection Based on Multiscale Features Extractions and Channel Attention Mechanism
por: Khan, Taimoor, et al.
Publicado: (2023)

Design ensemble deep learning model for pneumonia disease classification
por: El Asnaoui, Khalid
Publicado: (2021)

Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models
por: Kim, Yong-Woon, et al.
Publicado: (2021)

Sports Economic Operation Index Prediction Model Based on Deep Learning and Ensemble Learning
por: Yang, Chuangjian, et al.
Publicado: (2022)

Ensemble Learning Based on Hybrid Deep Learning Model for Heart Disease Early Prediction
por: Almulihi, Ahmed, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_frll0r77dk4dsl39jbfh5nndn8