Slides

Presentation Slides

Available Presentations

Presentations are available as interactive slides using Reveal.js:

• Final Presentation - Final presentation for COS-781 Data Mining research

Final Presentation

The slides for the final presentation of the COS-781 research project cover:

1. Introduction

   • Research motivation
   • Problem statement

2. Background

   • Apriori algorithm overview
   • FP-Growth algorithm overview
   • Related work

3. Methodology

   • Proposed improvements to Apriori
   • Algorithm design
   • Implementation approach

4. Implementation

   • Implementation details for improved Apriori
   • FP-Growth implementation
   • Technical choices

5. Results

   • Experimental setup
   • Performance comparison: Traditional Apriori vs Improved Apriori vs FP-Growth
   • Performance analysis

6. Conclusion

   • Summary of contributions
   • Comparative analysis and recommendations
   • Future work

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