Search Results for author: Halgurd S. Maghdid

Found 4 papers, 2 papers with code

A Novel Poisoned Water Detection Method Using Smartphone Embedded Wi-Fi Technology and Machine Learning Algorithms

1 code implementation13 Feb 2023 Halgurd S. Maghdid, Sheerko R. Hma Salah, Akar T. Hawre, Hassan M. Bayram, Azhin T. Sabir, Kosrat N. Kaka, Salam Ghafour Taher, Ladeh S. Abdulrahman, Abdulbasit K. Al-Talabani, Safar M. Asaad, Aras Asaad

The Wi-Fi access points (WAPs) signal is acquired via equivalent smartphone-embedded Wi-Fi chipsets, and then Channel-State-Information CSI measures are extracted and converted into feature vectors to be used as input for machine learning classification algorithms.

Classification

A Smartphone enabled Approach to Manage COVID-19 Lockdown and Economic Crisis

1 code implementation25 Apr 2020 Halgurd S. Maghdid, Kayhan Zrar Ghafoor

In this paper, we developed a smartphone-based approach to automatically and widely trace the contacts for confirmed COVID-19 cases.

Social and Information Networks Computers and Society Human-Computer Interaction

Diagnosing COVID-19 Pneumonia from X-Ray and CT Images using Deep Learning and Transfer Learning Algorithms

no code implementations31 Mar 2020 Halgurd S. Maghdid, Aras T. Asaad, Kayhan Zrar Ghafoor, Ali Safaa Sadiq, Muhammad Khurram Khan

In this vein, a simple convolution neural network (CNN) and modified pre-trained AlexNet model are applied on the prepared X-rays and CT scan images dataset.

COVID-19 Diagnosis Transfer Learning

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