Abdelghani Dahou

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 34

Top Topics

Convolutional Neural Network

Activity Recognition

Sentiment Classification

Top Venues

Future Gener. Comput. Syst.

Publications

Guoyong Wu, Mohammed A. A. Al-qaness, Dalal AL-Alimi, Abdelghani Dahou, Mohamed E. Abd Elaziz, Ahmed A. Ewees
Hyperspectral image classification using graph convolutional network: A comprehensive review. Expert Syst. Appl. 257 (2024)
Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Mohamed Abd Elaziz, Ahmed M. Helmi
Human activity recognition and fall detection using convolutional neural network and transformer-based architecture. Biomed. Signal Process. Control. 95 (2024)
Abdelghani Dahou, Mohamed Abd Elaziz, Haibaoui Mohamed, Abdelhalim Hafedh Dahou, Mohammed A. A. Al-qaness, Mohamed Ghetas, Ahmed Ewess, Zhonglong Zheng
Linguistic feature fusion for Arabic fake news detection and named entity recognition using reinforcement learning and swarm optimization. Neurocomputing 598 (2024)
Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Ahmed M. Helmi
MLCNNwav: Multilevel Convolutional Neural Network With Wavelet Transformations for Sensor-Based Human Activity Recognition. IEEE Internet Things J. 11 (1) (2024)
Mohamed Abd Elaziz, Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Saeed Hamood Alsamhi, Laith Abualigah, Rehab Ali Ibrahim, Ahmed A. Ewees
Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology. WIREs Data. Mining. Knowl. Discov. 14 (1) (2024)
Mohamed Abd El Aziz, Abdelghani Dahou, Ahmad O. Aseeri, Ahmed A. Ewees, Mohammed Abdulaziz Aide Al-qaness, Rehab Ali Ibrahim
Cross vision transformer with enhanced Growth Optimizer for breast cancer detection in IoMT environment. Comput. Biol. Chem. 111 (2024)
Mohammed A. A. Al-qaness, Abdelghani Dahou, Nafissa Toureche Trouba, Mohamed Abd Elaziz, Ahmed M. Helmi
TCN-Inception: Temporal Convolutional Network and Inception modules for sensor-based Human Activity Recognition. Future Gener. Comput. Syst. 160 (2024)
Alhassan Mabrouk, Abdelghani Dahou, Mohamed E. Abd Elaziz, Rebeca P. Díaz Redondo, Mohammed Kayed
Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things. CoRR (2023)
Mohamed Abd El Aziz, Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Rehab Ali Ibrahim, Ahmed A. Abd El-Latif
Intrusion detection approach for cloud and IoT environments using deep learning and Capuchin Search Algorithm. Adv. Eng. Softw. 176 (2023)
Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Mohamed Abd Elaziz, Ahmed Helmi
Multi-ResAtt: Multilevel Residual Network With Attention for Human Activity Recognition Using Wearable Sensors. IEEE Trans. Ind. Informatics 19 (1) (2023)
Mohamed Abd Elaziz, Abdelghani Dahou, Mohammed Azmi Al-Betar, Shaker H. Ali El-Sappagh, Diego Oliva, Ahmad O. Aseeri
Quantum Artificial Hummingbird Algorithm for Feature Selection of Social IoT. IEEE Access 11 (2023)
Mohammed Abdulaziz Aide Al-qaness, Ahmed A. Ewees, Mohamed E. Abd Elaziz, Abdelghani Dahou, Mohammed Azmi Al-Betar, Ahmad O. Aseeri, Dalia Yousri, Rehab Ali Ibrahim
Boosted Barnacles Algorithm Optimizer: Comprehensive Analysis for Social IoT Applications. IEEE Access 11 (2023)
Ahmed M. Helmi, Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Mohamed Abd Elaziz
Human activity recognition using marine predators algorithm with deep learning. Future Gener. Comput. Syst. 142 (2023)
Mohamed Abd Elaziz, Abdelghani Dahou, Alhassan Mabrouk, Shaker H. Ali El-Sappagh, Ahmad O. Aseeri
An Efficient Artificial Rabbits Optimization Based on Mutation Strategy For Skin Cancer Prediction. Comput. Biol. Medicine 163 (2023)
Alhassan Mabrouk, Rebeca P. Díaz Redondo, Abdelghani Dahou, Mohamed E. Abd Elaziz, Mohammed Kayed
Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks. CoRR (2023)
Abdelghani Dahou, Ahmed A. Ewees, Fatma A. Hashim, Mohammed Abdulaziz Aide Al-qaness, Dina Ahmed Orabi, Eman M. Soliman, Elsayed M. Tag El Din, Ahmad O. Aseeri, Mohamed Abd Elaziz
Optimizing fake news detection for Arabic context: A multitask learning approach with transformers and an enhanced Nutcracker Optimization Algorithm. Knowl. Based Syst. 280 (2023)
Abdulaziz Fatani, Abdelghani Dahou, Mohamed Abd Elaziz, Mohammed Abdulaziz Aide Al-qaness, Songfeng Lu, Saad Ali Al-Fadhli, Shayem Saleh Alresheedi
Enhancing Intrusion Detection Systems for IoT and Cloud Environments Using a Growth Optimizer Algorithm and Conventional Neural Networks. Sensors 23 (9) (2023)
Dalal AL-Alimi, Mohammed Abdulaziz Aide Al-qaness, Zhihua Cai, Abdelghani Dahou, Yuxiang Shao, Sakinatu Issaka
Meta-Learner Hybrid Models to Classify Hyperspectral Images. Remote. Sens. 14 (4) (2022)
Ibrahim Ahmed, Abdelghani Dahou, Samia Allaoua Chelloug, Mohammed Abdulaziz Aide Al-qaness, Mohamed Abd Elaziz
Feature Selection Model Based on Gorilla Troops Optimizer for Intrusion Detection Systems. J. Sensors 2022 (2022)
Yousif A. Alhaj, Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Laith Abualigah, Aaqif Afzaal Abbasi, Nasser Ahmed Obad Almaweri, Mohamed Abd Elaziz, Robertas Damasevicius
A Novel Text Classification Technique Using Improved Particle Swarm Optimization: A Case Study of Arabic Language. Future Internet 14 (7) (2022)
Soumia Menasria, Mingming Lu, Abdelghani Dahou
PGAN framework for synthesizing sensor data privately. J. Inf. Secur. Appl. 67 (2022)
Dalal AL-Alimi, Zhihua Cai, Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Eman Ahmed Alawamy, Sakinatu Issaka
Compression and reinforce variation with convolutional neural networks for hyperspectral image classification. Appl. Soft Comput. 130 (2022)
Abdulaziz Fatani, Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Songfeng Lu, Mohamed Abd Elaziz
Advanced Feature Extraction and Selection Approach Using Deep Learning and Aquila Optimizer for IoT Intrusion Detection System. Sensors 22 (1) (2022)
Awet Fesseha, Shengwu Xiong, Eshete Derb Emiru, Moussa Diallo, Abdelghani Dahou
Text Classification Based on Convolutional Neural Networks and Word Embedding for Low-Resource Languages: Tigrinya. Inf. 12 (2) (2021)
Ahmed Mohamed Helmi, Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Robertas Damasevicius, Tomas Krilavicius, Mohamed Abd El Aziz
A Novel Hybrid Gradient-Based Optimizer and Grey Wolf Optimizer Feature Selection Method for Human Activity Recognition Using Smartphone Sensors. Entropy 23 (8) (2021)
Wassen Aldjanabi, Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Ahmed Mohamed Helmi, Robertas Damasevicius
Arabic Offensive and Hate Speech Detection Using a Cross-Corpora Multi-Task Learning Model. Informatics 8 (4) (2021)
Mohamed E. Abd Elaziz, Abdelghani Dahou, Laith Mohammad Abualigah, Liyang Yu, Mohammad Alshinwan, Ahmad M. Khasawneh, Songfeng Lu
Advanced metaheuristic optimization techniques in applications of deep neural networks: a review. Neural Comput. Appl. 33 (21) (2021)
Abdulaziz Fatani, Mohamed E. Abd Elaziz, Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Songfeng Lu
IoT Intrusion Detection System Using Deep Learning and Enhanced Transient Search Optimization. IEEE Access 9 (2021)
Mohamed E. Abd Elaziz, Abdelghani Dahou, Naser A. Alsaleh, Ammar H. Elsheikh, Amal I. Saba, Mahmoud Ahmadein
Boosting COVID-19 Image Classification Using MobileNetV3 and Aquila Optimizer Algorithm. Entropy 23 (11) (2021)
Yousif A. Alhaj, Jianwen Xiang, Dongdong Zhao, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Abdelghani Dahou
A Study of the Effects of Stemming Strategies on Arabic Document Classification. IEEE Access 7 (2019)
Abdelghani Dahou, Shengwu Xiong, Junwei Zhou, Mohamed E. Abd Elaziz
Multi-Channel Embedding Convolutional Neural Network Model for Arabic Sentiment Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18 (4) (2019)
Abdelghani Dahou, Mohamed E. Abd Elaziz, Junwei Zhou, Shengwu Xiong
Arabic Sentiment Classification Using Convolutional Neural Network and Differential Evolution Algorithm. Comput. Intell. Neurosci. 2019 (2019)
Shengwu Xiong, Xiaodong Wang, Pengfei Duan, Zhe Yu, Abdelghani Dahou
Deep Knowledge Representation based on Compositional Semantics for Chinese Geography. ICAART (2) (2017)
Abdelghani Dahou, Shengwu Xiong, Junwei Zhou, Mohamed Houcine Haddoud, Pengfei Duan
Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification. COLING (2016)