CS 6907 Final Project

Due Tuesday, December 12th, by midnight (23:59 EST)

Announcements

1. Final Project

  • Finish the programming part of your final project, examples

    1. Single algorithms, LDA, SVM, KNN, and their variations, etc.

    2. Ensemble methods, Random Forest, Boosting, Voting, and their variations, etc.

    3. Deep learning, CNN, RNN, Transformer, their variations, etc.

  • Submit your Python code

    1. Make sure the README is clear for recreating your results.

    2. Take screenshots of your primary results.

    3. Cite the references, especially where you get the existing code.

    4. Please do NOT email me your dataset. Instead, write a README about where to download it, similar to the README examples of EEGEyeNet.

  • Write the final paper in AAAI two-column format. Your drafts should include the following:

  • Title, Authors, and Abstract

  • Introduction

  • Related work, the dataset you used should be mentioned here, with citations.

  • Method: the Algorithms you select should be mentioned in the 'Methods' section.

  • Result: the results should be reported in the 'Results' section.

  • Discussion: should include evaluation, future work, and limitations.

  • Conclusion, concise.

  • Page number should range from six to ten.

  • Share the final version of the overleaf project with the instructor.

  • Write the peer_review_feedback.pdf, include the following:

  • What you agree with the reviewers and changed.

  • What you agree with the reviewers but you have not yet changed, and why.

  • What you disagree with the reviewers and why.

  • Submit your optional supplement files for reviewers to understand your project better.

2. Submission Guide

  • Each team only submits one file, final_lastname1_lastname_2.zip, including

    1. A code folder for ALL your Python Code and support files to recreate your results.

    2. final.PDF for your two-column final paper in AAAI format.

    3. peer_review_feedback.PDF for what you have changed based on lab 10 peer review.

    4. Supplement.PDF for your optional supplement.

3. Notes

  • This final Project is a team assignment.

  • Each team only needs to submit one ZIP file, with both names on it. The zip file size should be less than 10 M.

  • Email 'x.qu@gwu.edu' your zip file as final_project_lastname1_lastname2.zip, and cc your teammate.