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Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection


Mar 05, 2021
Ahmed Rasheed, Muhammad Shahzad Younis, Junaid Qadir, Muhammad Bilal

* 9 pages 

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On the Impact of Device and Behavioral Heterogeneity in Federated Learning


Feb 15, 2021
Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Muhammad Bilal, Marco Canini


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Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation


May 25, 2020
Amin Ullah, Syed M. Anwar, Muhammad Bilal, Raja M Mehmood

* Remote Sensing. 2020; 12(10):1685 
* 14 pages, 5 figures, accepted for future publication in Remote Sensing MDPI Journal 

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Amateur Drones Detection: A machine learning approach utilizing the acoustic signals in the presence of strong interference


Feb 28, 2020
Zahoor Uddin, Muhammad Altaf, Muhammad Bilal, Lewis Nkenyereye, Ali Kashif Bashir

* 25 pages, 10 figures, accepted for the publication in future issue of "Computer Communications (2020)" 

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Classification of Chest Diseases using Wavelet Transforms and Transfer Learning


Feb 03, 2020
Ahmed Rasheed, Muhammad Shahzad Younis, Muhammad Bilal, Maha Rasheed

* 8 pages, 4 figures, Presented in International Conference On Medical Imaging And Computer-Aided Diagnosis (MICAD 2020), proceeding will be published with Springer in their "Lecture Notes in Electrical Engineering (LNEE)" (ISSN: 1876-1100) 

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Secure and Robust Machine Learning for Healthcare: A Survey


Jan 21, 2020
Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala Al-Fuqaha


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Crowd Density Estimation using Novel Feature Descriptor


May 15, 2019
Adwan Alownie Alanazi, Muhammad Bilal

* International Research Journal of Engineering and Technology, Volume 05, Issue 10, Oct 2018 

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A deep learning approach for analyzing the composition of chemometric data


May 07, 2019
Muhammad Bilal, Mohib Ullah

* 6 pages, 1 figure, 1 table 

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