September 2016 – February 2022

Research Assistant

Smart Home & Building Lab., Department. Of Electronic Engineering,

Kwangwoon University, Seoul, South Korea.

Responsibilities:

• Machine Learning algorithm research and development
• Research for developing artificially intelligent biomedical instruments
• ECG signal processing, Feature extraction, Feature Engineering, Prediction, Classification model development.
• Research article writing and publication

Publications

30 June 2022 (Published)

Prediction of SPAD values for paddy leaves using direct contact imaging method.

Journal of Bangladesh Agricultural University, 20(2): 211–216. https://doi.org/10.5455/JBAU.100059

19 January 2022 (Published)

Detecting COVID-19 Status Using Chest X-ray Images and Symptoms Analysis by Own Developed Mathematical Model: A Model Development and Analysis Approach.

COVID 2022, 2(2), 117-137;

https://doi.org/10.3390/covid2020009

20 December 2021 (Published)

Detecting Cognitive Impairment Status Using Keystroke Patterns and Physical Activity Data among the Older Adults: A Machine Learning Approach.

Journal of Healthcare Engineering, vol. 2021, Article ID 1302989, 16 pages, 2021.

https://doi.org/10.1155/2021/1302989

8 October 2021 (Published)

Improving R Peak Detection in ECG Signal Using Dynamic Mode Selected Energy and Adaptive Window Sizing Algorithm with Decision Tree Algorithm

Sensors 2021, 21, 6682.  https://doi.org/10.3390/s21196682

21 July 2021 (Published)

Adapted Long Short-Term Memory (LSTM) for Concurrent Human Activity Recognition.

CMC-Computers, Materials & Continua, 69(2), 1653–1670.  https://www.techscience.com/cmc/v69n2/43845

12 October 2020 (Published)

A Deep Machine Learning Method for Concurrent and Interleaved Human Activity Recognition.

Sensors 2020, 20, 5770.  https://doi.org/10.3390/s20205770