Papers

Md Javed Ahmed Shanto

Title 1: An Exploratory Deep Learning-Based Inventory Management Solution in the Manufacturing Execution System
Target: KICS Fall 2022 (Accepted)

Title 2:

Last Week's Progress

# Surveyed paper on MES
# Surveyed paper on routing optimization
# Completed KICS fall poster
# Run several system models for better performance to write another conference paper

This Week Todo's

# Will continue to survey paper on routing optimization
# Will Complete the KICS fall conference
# Try to get a good model performance to write a paper

Project Progress

MANUFACTURING EXECUTION SYSTEM (MES)

Last Week's Project

# Surveyed paper on MES
# Surveyed paper on routing optimization
# Tried to understand the new terms and concept of the routing optimization
# Searched for several datasets (3/4) for phase 1 of the project

This Week's Project

# Try to get a new and good dataset
# try to get a better result by tuning
# Survey more papers on routing optimization
# Will try to complete intermediate pandas on Kaggle

Monthly Goals

# Complte Kaggle's courses on deep learning
* - Apply to my research topic
* - Compare with my existing model and get the better result
* - Try to write a paper on that

# Learn about CNN and more about LSTM models, implementations, code
# survey more papers on routing optimization for the project

Annual Goals

1. Publish conference papers (Domestic/International)
- KICS Fall (done)
- KICS Winter

2. Publish at least one Q1 International Journal (SCI/SCIE)

3. Master Python Programming and application of machine learning and deep learning