CNN-GRU-FF: a double-layer feature fusion-based network intrusion detection system using convolutional neural network and gated recurrent units

Autor: Yakubu Imrana, Yanping Xiang, Liaqat Ali, Adeeb Noor, Kwabena Sarpong, Muhammed Amin Abdullah

Publikováno v: Complex & Intelligent Systems, Vol 10, Iss 3, Pp 3353-3370 (2024)

Abstract Identifying and preventing malicious network behavior is a challenge for establishing a secure network communication environment or system. Malicious activities in a network system can seriously threaten users’ privacy and potentially jeop

Externí odkaz: https://doaj.org/article/fa3e6463a35f45beb0246e30c47ee0e6

MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection

Autor: Liaqat Ali, Zhiquan He, Wenming Cao, Hafiz Tayyab Rauf, Yakubu Imrana, Md Belal Bin Heyat

Publikováno v: Frontiers in Neuroscience, Vol 15 (2021)

Parkinson's disease (PD) is the second most common neurological disease having no specific medical test for its diagnosis. In this study, we consider PD detection based on multimodal voice data that was collected through two channels, i.e., Smart Pho

Externí odkaz: https://doaj.org/article/efaaf48129e14796a1bc86656ea0ff59

Determinants of Access to Low-Cost Ultrasound Services among Pregnant Women in Rural Areas of Keffi, Nigeria.

Autor: Yakubu IM; CBN Diagnostic and Treatment Center, Abuja, Nigeria., Banerjee S; Department of Public Health, Walden University, Minneapolis, Minnesota, USA., Letam NU; Department of Public Health, Walden University, Minneapolis, Minnesota, USA.

Publikováno v: Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine [Indian J Community Med] 2021 Jul-Sep; Vol. 46 (3), pp. 570-571. Date of Electronic Publication: 2021 Oct 13.