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Computer Science Department Faculty of Sciences of the University of Porto |
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Network Science
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2024/2025 Edition |
Instructor: |
Main Resources:
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Links
Handouts | Videos | Useful Links | Evaluation
Evaluation Deliverables
- Homework #01 (available: 18/03 | due:
04/0407/04) - Homework #02 (available: 06/05 | due:
25/0628/05) - Goals for test (27/05, 9:30, Room: FC4 1.26) | see grades
- Improvement Test (26/06, 14:00, Room: FC4 1.26) | structure the same as regular test | you to need to register by email to do it
- Project (deliverables until
04/0706/07 | presentations: 07/07 and 08/07)
Overview of Classes:
| Date | Class | Description |
|---|---|---|
| 18/02 | #01 | Course Overview Introduction and Motivation Fundamental Graph Concepts |
| 25/02 | #02 | Measuring Graphs and Results on Real Networks Erdös-Renyi Random Graph Model Watts–Strogatz Small-World Model |
| 04/03 | ----- | Carnival |
| 11/03 | #03 | Power Laws and the Preferential Attachment Model Node Centrality |
| 18/03 | #04 | Network Analysis and Visualization with Gephi Presenting Homework #01 |
| 25/03 | #05 |
Link Analysis (Supporting Homework #01) |
| 01/04 | #06 |
Structural Roles and Community Discovery (Supporting Homework #01) |
| 08/04 | ----- | FCUP Activities |
| 15/04 | ----- | Easter Holidays |
| 22/04 | #07 | Subgraph Patterns |
| 29/04 | #08 | Revisions / Project preparation |
| 06/05 | ----- | Academic Week |
| 13/05 | #09 | NetworkX and other code APIs Supporting Homework #02 |
| 20/05 | #10 | Network Construction Test Preparation Project Preparation |
| 27/05 | #11 | Written Test during class |
| 03/06 | #12 | Link Prediction Other Topics Project Preparation |