Search

Your search keyword '"Yaqub, Muhammad"' showing total 925 results
Start Over Author "Yaqub, Muhammad"
925 results on '"Yaqub, Muhammad"'

2. Predicting Traffic Flow with Federated Learning and Graph Neural with Asynchronous Computations Network

Author

Yaqub, Muhammad, Ahmad, Shahzad, Manan, Malik Abdul, and Chuhan, Imran Shabir

Subjects
Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition
Abstract

Real-time traffic flow prediction holds significant importance within the domain of Intelligent Transportation Systems (ITS). The task of achieving a balance between prediction precision and computational efficiency presents a significant challenge. In this article, we present a novel deep-learning method called Federated Learning and Asynchronous Graph Convolutional Network (FLAGCN). Our framework incorporates the principles of asynchronous graph convolutional networks with federated learning to enhance the accuracy and efficiency of real-time traffic flow prediction. The FLAGCN model employs a spatial-temporal graph convolution technique to asynchronously address spatio-temporal dependencies within traffic data effectively. To efficiently handle the computational requirements associated with this deep learning model, this study used a graph federated learning technique known as GraphFL. This approach is designed to facilitate the training process. The experimental results obtained from conducting tests on two distinct traffic datasets demonstrate that the utilization of FLAGCN leads to the optimization of both training and inference durations while maintaining a high level of prediction accuracy. FLAGCN outperforms existing models with significant improvements by achieving up to approximately 6.85% reduction in RMSE, 20.45% reduction in MAPE, compared to the best-performing existing models., Comment: I request to withdraw my paper from arXiv due to significant updates and improvements identified post-submission. These enhancements will substantially elevate the work's quality and impact. I plan to resubmit the revised paper upon completion of these updates. Thank you for accommodating this request

Published
2024

3. Intelligent Breast Cancer Diagnosis with Heuristic-assisted Trans-Res-U-Net and Multiscale DenseNet using Mammogram Images

Author

Yaqub, Muhammad and Jinchao, Feng

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning
Abstract

Breast cancer (BC) significantly contributes to cancer-related mortality in women, underscoring the criticality of early detection for optimal patient outcomes. A mammography is a key tool for identifying and diagnosing breast abnormalities; however, accurately distinguishing malignant mass lesions remains challenging. To address this issue, we propose a novel deep learning approach for BC screening utilizing mammography images. Our proposed model comprises three distinct stages: data collection from established benchmark sources, image segmentation employing an Atrous Convolution-based Attentive and Adaptive Trans-Res-UNet (ACA-ATRUNet) architecture, and BC identification via an Atrous Convolution-based Attentive and Adaptive Multi-scale DenseNet (ACA-AMDN) model. The hyperparameters within the ACA-ATRUNet and ACA-AMDN models are optimised using the Modified Mussel Length-based Eurasian Oystercatcher Optimization (MML-EOO) algorithm. Performance evaluation, leveraging multiple metrics, is conducted, and a comparative analysis against conventional methods is presented. Our experimental findings reveal that the proposed BC detection framework attains superior precision rates in early disease detection, demonstrating its potential to enhance mammography-based screening methodologies., Comment: 22 pages, 17 figures, 4 Tables and Appendix A: Supplementary Material

Published
2023

8. Malware/Ransomware Analysis and Detection

Author

Hussain, Muhammad Zunnurain, Hasan, Muhammad Zulkifl, Baig, Mirza Mukkaram, Khan, Tahha, Nosheen, Summaira, Bhatti, Amir Mahmood, Qureshi, Ali Moiz, Siddiqui, Adeel Ahmad, Mubarak, Zaima, Chuhan, Saad Hussain, Bilal, Afshan, Yaqub, Muhammad Atif, Abbas, Tanveer, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nagar, Atulya K., editor, Jat, Dharm Singh, editor, Mishra, Durgesh, editor, and Joshi, Amit, editor

Published
2024
Full Text
View/download PDF

30. Retinoblastoma in Asia: Clinical Presentation and Treatment Outcomes in 2112 Patients from 33 Countries

Author

Kaliki, Swathi, Vempuluru, Vijitha S., Mohamed, Ashik, Abdulqader, Rula Ahmed, Aggarwal, Priyanka, Ahmad, Alia, Akib, Marliyanti Nur Rahmah, Al Mesfer, Saleh A., Al Ani, Mouroge Hashim, Al-Badri, Safaa A.Faraj, Angeles Alcasabas, Ana Patricia, Al-Dahmash, Saad A., Al-Haddad, Christiane, Yahya Al-Hussaini, Hamoud Hodeish, Al-Jadiry, Mazin Faisal, Al-Jumaily, Usama, Alkatan, Hind Manaa, Razzaq Mahmood Al-Mafrachi, Ali Abdul, Samad Majeed Al-Shaheen, Athar Abdul, Al-Shammary, Entissar Hadi, Amiruddin, Primawita Oktarima, Armytasari, Inggar, Astbury, Nicholas John, Atalay, Hatice Tuba, Ataseven, Eda, Atchaneeyasakul, La-ongsri, Balayeva, Ruhengiz, Bascaran, Covadonga, Begimkulova, Ainura Suranovna, Bhaduri, Anirban, Bhat, Sunil, Bhattacharyya, Arpita, Blum, Sharon, Bowman, Richard, Buaboonnam, Jassada, Burton, Matthew J., Caspi, Shani, Chaudhry, Shabana, Chawla, Bhavna, Chen, Wensi, Chuluunbat, Tsengelmaa, Dangboon, Wantanee, Das, Anirban, Das, Pranab, Das, Sima, Du, Yi, Dudeja, Gagan, Eka Sutyawan, I Wayan, Fadoo, Zehra, Faranoush, Mohammad, Foster, Allen, Frenkel, Shahar, Ghassemi, Fariba, Gomel, Nir, Gunasekera, D Sanjeeva, Gündüz, Ahmet K., Gupta, Himika, Gupta, Sanjiv, Gupta, Vineeta, Hamid, Syed Ahmer, Hamzah, Norhafizah, Hasanreisoglu, Murat, Hassan, Shadab, Haydar, Huda Awni, Hongeng, Suradej, Hussein Al-Janabi, Allawi Noor, Islamov, Ziyavuddin, Janjua, Teyyeb Azeem, Jeeva, Irfan, Ji, Xunda, Jo, Dong Hyun, Kantar, Mehmet, Kapelushnik, Noa, Kebudi, Rejin, Keomisy, Jonny, Khan, Zohora Jameela, Khaqan, Hussain Ahmed, Khetan, Vikas, Khodabande, Alireza, Kim, Jeong Hun, Kiratli, Hayyam, Koç, Irem, Kulvichit, Kittisak, Kuntorini, Mayasari Wahyu, Li, Cairui, Li, Kaijun, Limbu, Ben, Liu, ChunHsiu, Lutfi, Delfitri, Mahajan, Amita, Maitra, Puja, Makimbetov, Emil Kojoshovich, Maktabi, Azza M.Y., Manzhuova, Lyazat, Masud, Sidra, Mehrvar, Azim, Menon, Vikas, John V Mercado, Gary, Chandra Mishra, Divyansh Kailash, Mohammad, Mona Tayseer, Mudaliar, Sangeeta Sanjay, Mushtaq, Asma, Nair, Akshay Gopinathan, Natarajan, Sundaram, Nency, Yetty Movieta, Neroev, Vladimir, Nuruddin, Murtuza, Pagarra, Halimah, Palanivelu, Mahesh Shanmugam, Papyan, Ruzanna, Pe'er, Jacob, Polyakov, Vladimir, Qadir, Ali Omer, Qayyum, Seema, Qian, Jiang, Quah, BoonLong, Rahman, Ardizal, Rajkarnikar, Purnima, Ramanjulu, Rajesh, Rashid, Riffat, Rojanaporn, Duangnate, Roy, Soma Rani, Saab, Raya Hamad, Saakyan, Svetlana, Sabhan, Ahmed Hatem, Saiju, Rohit, Sayalith, Phayvanh, Sedaghat, Ahad, Seth, Rachna, Shakoor, Shawkat Ara, Sharma, Manoj Kumar, Siddiqui, Sorath Noorani, Singh, Usha, Singha, Penny, Sitorus, Rita S., Soebagjo, Hendrian D., Sultana, Sadia, Sun, Xiantao, Supriyadi, Eddy, Surukrattanaskul, Supawan, Suzuki, Shigenobu, Tan, Deborah, Tang, Jing, Tashvighi, Maryam, Teh, Kok Hoi, Tehuteru, Edi Setiawan, Thawaba, Abdullah Dahan M., Toledano, Helen, Le Trang, Doan, Tripathy, Devjyoti, Tuncer, Samuray, Unal, Emel, Ushakova, Tatiana L., Usmanov, Rustam, Verma, Nishant, Victor, Andi Arus, Vishnevskia-Dai, Victoria, Wang, Yi-Zhuo, Wangtiraumnuay, Nutsuchar, Riono, Widiarti Pandu, Wiwatwongwana, Atchareeya, Wiwatwongwana, Damrong, Wong, Emily S., Wongwai, Phanthipha, Wu, Si-qi, Xiang, Daoman, Xiao, Yishuang, Xu, Bing, Xue, Kang, Yam, Jason C., Yang, Huasheng, Yaqub, Muhammad Amer, Yarovaya, Vera A., Yarovoy, Andrey A., Ye, Huijing, Yousef, Yacoub Abdallah, Yuliawati, Putu, Zhang, Yi, Zia, Nida, Zondervan, Marcia, Fabian, Ido Didi, and Sthapit, Purnima Rajkarnikar

Published
2024
Full Text
View/download PDF

32. Externally Applied Iron Based Shape Memory Strips as Shear Reinforcement for Concrete I-Sections

Author

Yaqub, Muhammad Arslan, Czaderski, Christoph, Matthys, Stijn, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Ilki, Alper, editor, Çavunt, Derya, editor, and Çavunt, Yavuz Selim, editor

Published
2023
Full Text
View/download PDF

34. Bond Behaviour of FRP Shear Reinforcement on I-Sections

Author

Yaqub, Muhammad Arslan, Matthys, Stijn, Czaderski, Christoph, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Benmokrane, Brahim, editor, Mohamed, Khaled, editor, Farghaly, Ahmed, editor, and Mohamed, Hamdy, editor

Published
2023
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results