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
# Made presentation for NSL seminar

This Week Todo's

# Will continue to survey paper on routing optimization
# Try to get a good model performance to write a paper
# Try to write a section of the journal of MES
# Present the Paper in the seminar

Project Progress

MANUFACTURING EXECUTION SYSTEM (MES)

Last Week's Project

# Tried to get a new and good dataset
# tried to get a better result by tuning
# Surveyed more papers on routing optimization
# tried to complete intermediate pandas on Kaggle
# tried to search for a dataset/code for the phase 2
# tried to finalize the final report on 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 advance pandas on Kaggle
# try to search for a dataset/code for the phase 2
# try to finalize the final report on project

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