This repository contains the final projects of the course Computational Intelligence lectured at the university of Guilan in Spring 2020. This page is still being updated. Note that due to the spread of the coronavirus (COVID-19), classes are held online through this link. This course presents an introduction to the concepts and algorithms of Computational Intelligence. Topics covered include: soft computing, Artificial Neural Networks (ANNs), Fuzzy logic, evolutionary computing, and swarm intelligence. We will study the structure of famous CI methods, such as ant colony, genetic algorithm, perceptron network, and deep learning.
- Instructor: Ali Tourani (webpage for slides and videos)
- TA: Reza Khan Mohammadi
- Credits: 3
- Time: Sundays, 15:30 – 17:00, 17:15 – 18:30
- Location: Faculty of Engineering, class #15
- Introduction to Computational Intelligence and Soft Computing
- Artificial Neural Networks
- Cluster Analysis
- Fuzzy Logic and Calculations
- Evolutionary Computation Note: get access to the presentation slides through this link.
Below is the list of projects defined for the students.
| Group No. | Project Title | Team Members |
|---|---|---|
| 1 | Vehicle Type Classification | 960122680018, 960122681002, 960122680005 |
| 2 | Gender Detection | 960122680030, 960122680021, 960122681007 |
| 3 | Cat vs Dogs | 9612268201, 960122681016 |
| 4 | Human Face Detection | 960122680078, 960122680002 |
| 5 | Traffic Sign Classification | 960122680009, 960122681013, 960122680046 |
| 6 | Age Detection | 960122680028, 960122681009 |
| 7 | Breast Cancer Type Prediction | 950122681023, 950122681005, 950122680082, 950122681018 |
| 8 | Housing Prices Prediction Project | 960201111044, 95122615001, 950122681017 |
| 9 | Car Prices Prediction | 960122680023, 960122680024, 960122680043 |
| 10 | COVID-19 Spread Prediction | 960122680010, 960122680006 |
| 11 | Movie Recommender System | 960122680042, 960122680013 |
| 12 | Bone Fracture Detection from X-Ray images | 960122680032, 960122680083, 960122680119 |
| 13 | Text Classification | 950122680005, 9612268105 |
| 14 | Bitcoin Price Prediction | 950122680081 |