Report

Mareskapra

February 15, 2021 - February 21, 2021

Papers

Title 1: Attack Detection in Fog Layer for IIoT Based on Machine Learning Approach (A)
Target: ICTC 2020 (Done)

Title 2: Machine Learning Classifiers for Detecting Pulpitis Through Periapical Radiograph (A)
Target: KICS Summer 2020 (Done)


Title 3: Machine Learning-based Intrusion Detection System in Fog Computing for IIoT (Pr)
Target: IEEE Communication Letter


Title 4: Malicious Detection for Edge Computing-based in Industrial Internet of Things (S)
Target: KICS Winter 2021


Title 5: Bearing Fault Detection with Deep Learning Techniques for Smart Factory (Pr)
Target: Winter Intensive 2020

50% Progress
Last Week's Progress

Title 3:
- Continue writing for proposed system and performance evaluation
- Debugging
- Analizing results based on simulation


Title 5:
- Find more related works
- Start LSTM simulation

This Week Todo's

Title 3:
- Grammar checking
- Paper correction

Title 5:
- Continue paper writing
- Add auto-encoder with LSTM
- Compare LSTM with LSTM
- Analizing the performance evaluation

Project Progress

IoT Application for Smart Home, Website Management

50% Progress
Last Week's Project

IoT Application for Smart Home
- Project meeting
- Investigating UWB Dataset with CNN algorithm
- Added classification result as company requested

Website management
- Updated website management guidance

This Week's Project

IoT Application for Smart Home
- Project meeting
- Prepare for company to set up the environment
- Run Vibration dataset with CNN algorithm

Website management
- Collect KGSP student data so later can be added in NSL website with others
- Waiting any request from website manager

Monthly Goals

- Practice with research tools and environment
- More research references
- Explore more programming techniques

Annual Goals

- Participate in local conference (KICS Winter 2021)
- Participate in international conference
- Publish one SCI journal