Papers

Title 01: Enhancing Malicious Activity Classification of IoT Network Traffic Characteristics using Stacked Ensemble Learning
ETFA 2021

Title 02: Smart Factory Floor Safety Monitoring using UWB Sensor.
IEEE Transactions on Circuits and Systems

Title 03: A UWB Sensor Assisted Covid-19 patients Health Status Monitoring using LSTM
ICTC 2021

Last Week's Progress

Title 02:
- Applying LSTM using weight initializers for detecting moving and breathing
- Applying Stacked ensemble for detecting moving and breathing

Title 03:
- Writing performance evaluation

This Week Todo's

Title 02:
- Applying BiLSTM to detect normal and abnormal breathing patterns
- Applying bayesian optimization using ensembles for breathing

Title 03:
- Submitted to ICTC 2021

Project Progress

Emergency Detection Application for Smart Home

Last Week's Project

- Collecting 30,000 samples of moving and breathing
- Applying BiLSTM and MLP to detect breathing

This Week's Project

- Labeling dataset into movement and breath
- Applying machine learning algorithms to detect breath signs

Monthly Goals

- Learning Stacking Ensemble and feature selection using Matlab
- Finding the solution of emergency using the thermal array
- Finishing summer intensive paper

Annual Goals

- Attend International and Domestic Conference
- Complete a short Journal