COMPUTER ENGINEERING (ENGLISH, NONTHESIS) | |||||
Master | TR-NQF-HE: Level 7 | QF-EHEA: Second Cycle | EQF-LLL: Level 7 |
Course Code | Course Name | Semester | Theoretical | Practical | Credit | ECTS |
CMP6160 | Advanced Topics in Artificial Intelligence | Fall | 3 | 0 | 3 | 9 |
This catalog is for information purposes. Course status is determined by the relevant department at the beginning of semester. |
Language of instruction: | English |
Type of course: | Departmental Elective |
Course Level: | |
Mode of Delivery: | Face to face |
Course Coordinator : | Dr. Öğr. Üyesi TEVFİK AYTEKİN |
Course Lecturer(s): |
Prof. Dr. NAFİZ ARICA |
Recommended Optional Program Components: | None |
Course Objectives: | This is a research oriented course. Topics vary from one offering to the next. Selected state of the art research papers from various fields of artificial intelligence (such as searching, knowledge representation, learning, probabilistic reasoning, and natural language processing) will be read. Students are required to write paper reviews and do a final project. |
The students who have succeeded in this course; I. Become familiar with current research topics in artificial intelligence II. Be able to critically read a scientific paper III. Be able to write a paper review IV. Be able to present scientific papers V. Be able to conduct a research in artificial intelligence |
Complexity; NP-completeness; 3-SAT; NP-compleness proofs; approximation algorithms; randomization; undecidability; halting problem; Rice's theorem. |
Week | Subject | Related Preparation |
1) | Introduction | |
2) | Paper assignments | |
3) | Review of current literature | |
4) | Review of current literature | |
5) | Paper presentations and discussion. | |
6) | Paper presentations and discussion. | |
7) | Paper presentations and discussion. | |
8) | Paper presentations and discussion. | |
9) | Paper presentations and discussion. | |
10) | Paper presentations and discussion. | |
11) | Paper presentations and discussion. | |
12) | Paper presentations and discussion. | |
13) | Project presentations | |
14) | Project presentations |
Course Notes / Textbooks: | NA |
References: | Yok - None |
Semester Requirements | Number of Activities | Level of Contribution |
Homework Assignments | 2 | % 20 |
Presentation | 1 | % 10 |
Project | 1 | % 30 |
Final | 1 | % 40 |
Total | % 100 | |
PERCENTAGE OF SEMESTER WORK | % 30 | |
PERCENTAGE OF FINAL WORK | % 70 | |
Total | % 100 |
Activities | Number of Activities | Duration (Hours) | Workload |
Course Hours | 3 | 14 | 42 |
Presentations / Seminar | 14 | 5 | 70 |
Project | 14 | 5 | 70 |
Final | 1 | 12 | 12 |
Total Workload | 194 |
No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
Program Outcomes | Level of Contribution |