BAHÇEŞEHİR UNIVERSITY BİLGİ PAKETİ / DERS KATALOĞU
| ELECTRIC-ELECTRONIC ENGINEERING (ENGLISH, NONTHESIS) | |||||
| Master | TR-NQF-HE: Level 7 | QF-EHEA: Second Cycle | EQF-LLL: Level 7 | ||
Course Introduction and Application Information
| Course Code | Course Name | Semester | Theoretical | Practical | Credit | ECTS |
| CMP6160 | Advanced Topics in Artificial Intelligence | Fall Spring |
3 | 0 | 3 | 9 |
| This catalog is for information purposes. Course status is determined by the relevant department at the beginning of semester. |
Basic information
| 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. |
Learning Outcomes
|
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 |
Course Content
| Complexity; NP-completeness; 3-SAT; NP-compleness proofs; approximation algorithms; randomization; undecidability; halting problem; Rice's theorem. |
Weekly Detailed Course Contents
| 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 |
Sources
| Course Notes / Textbooks: | NA |
| References: | Yok - None |
Evaluation System
| 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 | |
ECTS / Workload Table
| 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 | ||
Contribution of Learning Outcomes to Programme Outcomes
| No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
| Program Outcomes | Level of Contribution |