Effect of data scaling methods on machine learning algorithms and model performance

MM Ahsan, MAP Mahmud, PK Saha, KD Gupta… - Technologies, 2021 - mdpi.com
Heart disease, one of the main reasons behind the high mortality rate around the world,
requires a sophisticated and expensive diagnosis process. In the recent past, much …

Face Detection Using Eigenfaces: A Comprehensive Review

HT Ho, LV Nguyen, THT Le, OJ Lee - IEEE Access, 2024 - ieeexplore.ieee.org
This paper thoroughly reviews face detection techniques, primarily focusing on applying
Eigenfaces, a powerful method rooted in Principal Component Analysis (PCA). The goal is …

Monkeypox diagnosis with interpretable deep learning

MM Ahsan, MS Ali, MM Hassan, TA Abdullah… - IEEE …, 2023 - ieeexplore.ieee.org
As the world gradually recovers from the impacts of COVID-19, the recent global spread of
Monkeypox disease has raised concerns about another potential pandemic, highlighting the …

Empirical study of autism spectrum disorder diagnosis using facial images by improved transfer learning approach

MS Alam, MM Rashid, R Roy, AR Faizabadi, KD Gupta… - Bioengineering, 2022 - mdpi.com
Autism spectrum disorder (ASD) is a neurological illness characterized by deficits in
cognition, physical activities, and social skills. There is no specific medication to treat this …

IoT-based biometric recognition systems in education for identity verification services: Quality assessment approach

M Rukhiran, S Wong-In, P Netinant - Ieee Access, 2023 - ieeexplore.ieee.org
Traditional identity verification of students based on the human proctoring approach can
cause a scam identity verification and ineffective processing time, particularly among vast …

3D face recognition algorithm based on deep Laplacian pyramid under the normalization of epidemic control

W Kong, Z You, X Lv - Computer Communications, 2023 - Elsevier
Under the normalization of epidemic control in COVID-19, it is essential to realize fast and
high-precision face recognition without feeling for epidemic prevention and control. This …

Transfer learning and local interpretable model agnostic based visual approach in monkeypox disease detection and classification: A deep learning insights

MM Ahsan, TA Abdullah, MS Ali, F Jahora… - arxiv preprint arxiv …, 2022 - arxiv.org
The recent development of Monkeypox disease among various nations poses a global
pandemic threat when the world is still fighting Coronavirus Disease-2019 (COVID-19). At its …

Small-data-driven temporal convolutional capsule network for locomotion mode recognition of robotic prostheses

Y Feng, D Xue, L Ju, W Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Locomotion mode recognition has been shown to substantially contribute to the precise
control of robotic lower-limb prostheses under different walking conditions. In this study, we …

Integration of flask and python on the face recognition based attendance system

CA Trianti, B Kristianto - 2021 2nd International Conference …, 2021 - ieeexplore.ieee.org
Back-end is a complex system that involves various of technologies while front-end much
simpler that presents back-end's processed data. Generally., front-end system uses web …

Behavioral Pattern Analysis between Bilingual and Monolingual Listeners' Natural Speech Perception on Foreign-Accented English Language Using Different …

MT Ahad, MM Ahsan, I Jahan, R Nazim, MMS Yazdan… - Technologies, 2021 - mdpi.com
Speech perception in an adverse background/noisy environment is a complex and
challenging human process, which is made even more complicated in foreign-accented …