Elmannai相关文献与解析，生知库 | 链接生命科学的每一步

Correction: FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment

更正：FastKAN-DDD：一种基于 Kolmogorov-Arnold 网络的新型快速驾驶员疲劳检测方法，针对 TinyML 部署进行了优化。

doi:10.1371/journal.pone.0340596

Essahraui, Siham; Lamaakal, Ismail; Maleh, Yassine; El Makkaoui, Khalid; Bouami, Mouncef Filali; Ouahbi, Ibrahim; Elmannai, Hela; Abd El-Latif, Ahmed A

发表日期：2026

文献求助收藏

Distributed denial of service (DDoS) classification based on random forest model with backward elimination algorithm and grid search algorithm

基于随机森林模型、后向消除算法和网格搜索算法的分布式拒绝服务（DDoS）攻击分类

期刊:Scientific Reports

影响因子:3.9

doi:10.1038/s41598-025-03868-x

Sawah, Mohamed S; Elmannai, Hela; El-Bary, Alaa A; Lotfy, Kh; Sheta, Osama E

发表日期：2025

文献求助收藏

End-to-end feature fusion for jointly optimized speech enhancement and automatic speech recognition

端到端特征融合，实现联合优化的语音增强和自动语音识别

期刊:Scientific Reports

影响因子:3.9

doi:10.1038/s41598-025-05057-2

Medani, Mohamed; Saleem, Nasir; Fkih, Fethi; Alohali, Manal Abdullah; Elmannai, Hela; Bourouis, Sami

发表日期：2025

文献求助收藏

Network intrusion detection model using wrapper based feature selection and multi head attention transformers

基于封装特征选择和多头注意力转换器的网络入侵检测模型

期刊:Scientific Reports

影响因子:3.9

doi:10.1038/s41598-025-11348-5

Umer, Muhammad; Tahir, Muhammad; Sardaraz, Muhammad; Sharif, Muhammad; Elmannai, Hela; Algarni, Abeer D

发表日期：2025

文献求助收藏

Improving air quality prediction using hybrid BPSO with BWAO for feature selection and hyperparameters optimization

利用混合BPSO算法结合BWAO算法进行特征选择和超参数优化，以提高空气质量预测精度

期刊:Scientific Reports

影响因子:3.9

doi:10.1038/s41598-025-95983-y

Sawah, Mohamed S; Elmannai, Hela; El-Bary, Alaa A; Lotfy, Kh; Sheta, Osama E

发表日期：2025

文献求助收藏

FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment

FastKAN-DDD：一种基于 Kolmogorov-Arnold 网络的新型快速驾驶员疲劳检测方法，针对 TinyML 部署进行了优化。

期刊:PLoS One

影响因子:2.6

doi:10.1371/journal.pone.0332577

Essahraui, Siham; Lamaakal, Ismail; Maleh, Yassine; El Makkaoui, Khalid; Bouami, Mouncef Filali; Ouahbi, Ibrahim; Elmannai, Hela; Abd El-Latif, Ahmed A

发表日期：2025

文献求助收藏

An approach for classification of breast cancer using lightweight deep convolution neural network

一种基于轻量级深度卷积神经网络的乳腺癌分类方法

期刊:Heliyon

影响因子:3.6

doi:10.1016/j.heliyon.2024.e38524

Elaraby, Ahmed; Saad, Aymen; Elmannai, Hela; Alabdulhafith, Maali; Hadjouni, Myriam; Hamdi, Monia

Hybrid CNN-GRU Model for Real-Time Blood Glucose Forecasting: Enhancing IoT-Based Diabetes Management with AI

用于实时血糖预测的混合 CNN-GRU 模型：利用人工智能增强基于物联网的糖尿病管理

期刊:Sensors

影响因子:3.5

doi:10.3390/s24237670

Alkanhel, Reem Ibrahim; Saleh, Hager; Elaraby, Ahmed; Alharbi, Saleh; Elmannai, Hela; Alaklabi, Saad; Alsamhi, Saeed Hamood; Mostafa, Sherif

Swin-GA-RF: genetic algorithm-based Swin Transformer and random forest for enhancing cervical cancer classification

Swin-GA-RF：基于遗传算法的Swin Transformer和随机森林算法，用于增强宫颈癌分类

期刊:Frontiers in Oncology

影响因子:3.3

doi:10.3389/fonc.2024.1392301

Alohali, Manal Abdullah; El-Rashidy, Nora; Alaklabi, Saad; Elmannai, Hela; Alharbi, Saleh; Saleh, Hager

Low-profile metasurface-backed wideband antenna array for mm-wave applications

用于毫米波应用的低剖面超表面背衬宽带天线阵列

Correction: FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment

更正：FastKAN-DDD：一种基于 Kolmogorov-Arnold 网络的新型快速驾驶员疲劳检测方法，针对 TinyML 部署进行了优化。

Distributed denial of service (DDoS) classification based on random forest model with backward elimination algorithm and grid search algorithm

基于随机森林模型、后向消除算法和网格搜索算法的分布式拒绝服务（DDoS）攻击分类

End-to-end feature fusion for jointly optimized speech enhancement and automatic speech recognition

端到端特征融合，实现联合优化的语音增强和自动语音识别

Network intrusion detection model using wrapper based feature selection and multi head attention transformers

基于封装特征选择和多头注意力转换器的网络入侵检测模型

Improving air quality prediction using hybrid BPSO with BWAO for feature selection and hyperparameters optimization

利用混合BPSO算法结合BWAO算法进行特征选择和超参数优化，以提高空气质量预测精度

FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment

FastKAN-DDD：一种基于 Kolmogorov-Arnold 网络的新型快速驾驶员疲劳检测方法，针对 TinyML 部署进行了优化。

An approach for classification of breast cancer using lightweight deep convolution neural network

一种基于轻量级深度卷积神经网络的乳腺癌分类方法

Hybrid CNN-GRU Model for Real-Time Blood Glucose Forecasting: Enhancing IoT-Based Diabetes Management with AI

用于实时血糖预测的混合 CNN-GRU 模型：利用人工智能增强基于物联网的糖尿病管理

Swin-GA-RF: genetic algorithm-based Swin Transformer and random forest for enhancing cervical cancer classification

Swin-GA-RF：基于遗传算法的Swin Transformer和随机森林算法，用于增强宫颈癌分类