授课名称:Artificial Intelligence
授课人:Mirjana Ivanovic (塞尔维亚共和国诺维萨德大学理学院首席教授)
授课地点:信息楼205
授课安排:
| Date | 3.26 | 3.27 | 3.28 | 3.29 | 3.30 | 3.31 | 4.1 | 4.2 | 4.3 |
| Saturday | Sunday | Monday | Tuesday | Wednesday | Thursday | Friday | Saturday | Sunday | |
| Time | 10:00-11:30 | 10:00-11:30 | 10:00-11:30 | 9:00-11:30 | 9:00-11:30 | 9:00-11:30 | |||
| 13:30-16:00 | 13:30-16:30 | 13:30-16:00 | 13:30-16:00 | 13:30-16:30 | 13:30-16:30 | 13:30-15:00 | 13:30-15:00 | 13:30-15:00 | |
| 18:30-19:30 | 18:30-19:30 | 18:30-19:30 |
授课人简介:
米里亚娜·伊万诺维奇
塞尔维亚共和国诺维萨德大学理学院首席教授,塞尔维亚共和国诺维萨德大学校务委员会成员。SCI源期刊《计算机科学与信息系统》期刊主编
研究领域包括代理技术、智能技术、数据挖掘、机器学习和软件工程等。
她以第一作者或共同作者出版专著13本,主编多本会议论文集,发表了300多篇专业论文,是150多个国际会议的程序委员会成员。她目前是多个国家大学的客座教授或研究员,如奥地利,德国,波兰,葡萄牙,西班牙,澳大利亚,日本。
The calendar below provides information on the course’s lecture (L), recitation (R), and quiz (Q) sessions.
| SES # | TOPICS |
| L1 | Introduction |
| R1 | Scheme Review and Matching |
| L2 | Search |
| L3 | Search (cont.) |
| R2 | Searches |
| L4 | Constraint Satisfaction |
| L5 | Games |
| R3 | Constraint Satisfaction Problems (CSP) and Games |
| L6 | Learning as Search |
| L7 | Formulating Search |
| R4 | Design Project 1 |
| L8 | Decision Trees |
| L9 | Naïve Bayes |
| R5 | Design Project 1 Presentation and Question-Answer |
| Q1 | Quiz 1 |
| L10 | Continuous Features |
| R6 | Naïve Bayes and Nearest Neighbor |
| L11 | Linear Separators |
| L12 | Neural Nets |
| R7 | Support Vector Machines (SVM) |
| L13 | Support Vector Machines (SVM) |
| L14 | Feature and Model Selection |
| R8 | Problem Set Review |
| Q2 | Quiz 2 |
| L15 | Formulating Learning |
| R9 | Introduction to Logic |
| L16 | Introduction to Logic and Representation |
| L17 | Propositional Logic |
| R10 | Design Project 2 Presentation and Question-Answer |
| L18 | Introduction to Natural Language Processing |
| R11 | Logic and Proof |
| L19 | First Order Logic |
| L20 | First Order Logic (cont.) |
| R12 | Syntax and Semantics |
| L21 | Rules |
| L22 | Language |
| R13 | Problem Set Review |
| L23 | Language |
| L24 | Conclusion |
| Final Exam |
