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
- Searching Ideas for ICTC 2021
Title 01:
- Waiting for review comments
Title 02:
- Collecting another set of breathing samples
- Applying LSTM detection accuracy using MATLAB simulation
- Studying ensemble learning
Title 01:
- Waiting for review comments
Title 02:
- Collecting another set of breathing samples
- Studying ensemble learning using ANN, SVM, LSTM
Title 03:
- Read papers for getting ideas
- Start writing Introduction
Emergency Detection Application for Smart Home
- Collecting breathing samples for observing breathing patterns
- Labelling samples as Normal and Emergency
- Applying LSTM using 10000 samples of moving and breathing
- Collect another set of samples using UWB sensor
- Learning Stacking Ensemble and feature selection using Matlab
- Finding the solution of emergency using the thermal array
- Attend International and Domestic Conference
- Complete a short Journal