Papers

Alifia Putri Anantha

Title 1:
Reducing Faulty Node Detection Delay in Industrial Internet of Things
• KICS Summer 2019 (A)

Title 2:
Deep Reinforcement Learning with Edge Computing in Faulty-Node Detection for Industrial Internet of Things (Summer Intensive 2019)
• Elsevier Manufacturing Letters (R)
• IEEE Wireless Communication Letters (R)
• IEEE Access / ICT Express (Pr)

Title 3:
Improved Network Intrusion Detection Using Hybrid Sequential Forward Feature Selection and Machine Learning (Winter Intensive 2019)
• Elsevier Information Processing Letters (R)
• IEEE Communication Letters (R)
• TBD (Pr)

Title 4:
Hidden Information Detection on Speech Signal Using Mel-Frequency Cepstral Coefficient and Linear Discriminant Analysis
• KICS Summer 2020 (A)

Title 5:
Edge Computing-Based Anomaly Detection for Multi-Source Monitoring in Industrial Wireless Sensor Networks
• ICTC 2020 (A)

Title 6:
LSTM Autoencoder-Based Anomaly Detection for Industrial IoT Sensor (Summer Intensive 2020)
• TBD (Pr)

Title 7:
Intelligent Intrusion Detection System for Industrial IoT Network Using GRU with Denoising Autoencoder
• Master Thesis (Pr)

Last Week's Progress

Title 2:
- Revised the paper based on received review comments
- Added more equations in the problem formulation section
- Gave better and clearer explanations for the system model

Title 3:
- Submissions to magazines are deemed irrelevant to the topic
- Look for other target journals

Title 6:
- Grammar checking and fix some readability issues

Title 7:
- Simulated GRU, LSTM, and CNN algorithms
- Got accuracy improvement for DAE-GRU approach
- Changed the list of contents
- Fine-tuned chapter I, II, and IV

This Week Todo's

Title 2:
- Ask Prof. Kim's permission for submission to ICT Express instead of IEEE Access
- Use English correction service if needed

Title 3:
- Determine the target journal as soon as possible

Title 6:
- Final check before submission
- Find new target journal
- Use English correction service if needed

Title 7:
- Continue to work on the simulation
- Fine-tune the motivation and contribution
- Add more explanations on chapter III and IV

Project Progress

IoT Platforms and Applications

Last Week's Project

- Succeed to set-up the Raspberry Pi

This Week's Project

- Connect the DHT 11 (Temperature and Humidity) sensor with Raspi
- Try to do a single sensor data collection

Monthly Goals

- Resubmit Title 2 and 3
- Submit Title 6
- Complete 100% of Title 7
- Get to learn more algorithms of deep learning

Annual Goals

- Participate at least in one domestic conference
- Participate at least in one international conference
- Write and submit at least one journal