| COMPUTER ENGINEERING (ENGLISH, INTEGRATED PHD) | |||||
| PhD | TR-NQF-HE: Level 8 | QF-EHEA: Third Cycle | EQF-LLL: Level 8 | ||
| Course Code | Course Name | Semester | Theoretical | Practical | Credit | ECTS |
| CMP6160 | Advanced Topics in Artificial Intelligence | Spring | 3 | 0 | 3 | 9 |
| The course opens with the approval of the Department at the beginning of each semester |
| Language of instruction: | En |
| Type of course: | Must Course |
| Course Level: | |
| Mode of Delivery: | Face to face |
| Course Coordinator : | Dr. Öğr. Üyesi TEVFİK AYTEKİN |
| Course Lecturer(s): |
Prof. Dr. NAFİZ ARICA |
| 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: | NA |
| References: | Yok - None |
| Semester Requirements | Number of Activities | Level of Contribution |
| Attendance | % 0 | |
| Laboratory | % 0 | |
| Application | % 0 | |
| Field Work | % 0 | |
| Special Course Internship (Work Placement) | % 0 | |
| Quizzes | % 0 | |
| Homework Assignments | 2 | % 20 |
| Presentation | 1 | % 10 |
| Project | 1 | % 30 |
| Seminar | % 0 | |
| Midterms | % 0 | |
| Preliminary Jury | % 0 | |
| Final | 1 | % 40 |
| Paper Submission | % 0 | |
| Jury | % 0 | |
| Bütünleme | % 0 | |
| 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 |
| Laboratory | 0 | 0 | 0 |
| Application | 0 | 0 | 0 |
| Special Course Internship (Work Placement) | 0 | 0 | 0 |
| Field Work | 0 | 0 | 0 |
| Study Hours Out of Class | 0 | 0 | 0 |
| Presentations / Seminar | 14 | 5 | 70 |
| Project | 14 | 5 | 70 |
| Homework Assignments | 0 | 0 | 0 |
| Quizzes | 0 | 0 | 0 |
| Preliminary Jury | 0 | ||
| Midterms | 0 | 0 | 0 |
| Paper Submission | 0 | ||
| Jury | 0 | ||
| Final | 1 | 12 | 12 |
| Total Workload | 194 | ||
| No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
| Program Outcomes | Level of Contribution |