ITCS 6150/8150             Intelligent Systems                 Fall 2018



Textbook:
Artificial Intelligence, a Modern Approach
Stuart Russell, Peter Norvig
Prentice Hall Series in AI


What subjects and when will be covered:




Date Topic Reading Slides
Week 1 Aug 22 Introduction
Agents
Uniformed Searches
Informed Searches
Chapter 1
Chapter 2
Chapter 3
Chapter 4
PowerPoint
PowerPoint
PowerPoint
PowerPoint
Week 2 Aug 29 Informed Searches Chapter 4 PowerPoint
PowerPoint
PowerPoint
Week 3 Sept 5 Advesarial Search Chapter 6
Sample Problems
PowerPoint
PDF
Week 4 Sept 12 Logical Agents
Propositional Logic
Chapter 7 PowerPoint
PowerPoint
Week 5 Sept 19 Project Assignment
Exercises Booklet

Week 6 Sept 26 Propositional Logic
Chapter 7 PowerPoint
PDF
Week 7 Oct 3 First-Order Logic
Chapter 8
Exercises

PowerPoint
PDF
Week 8 Oct 10 Review PDF
Week 9 Oct 17 Midterm Exam
Week 10 Oct 24 First-Order Logic Chapter 9 PowerPoint
PowerPoint
Week 11 Oct 31 First-Order Logic
Complex Decisions
Chapter 9
Chapter 17
PowerPoint
PowerPoint
Week 12 Nov 7 Granular Computing PowerPoint
Week 13 Nov 14 Intelligent Systems in Healthcare
Intelligent Systems in Music
Intelligent Systems in Business

PowerPoint
PowerPoint
PowerPoint
Week 14 Nov 28 Review Link
Nov 30 PROJECT DUE DATE
Final Dec 12 Final Exam 11:00am-1:30pm
Decision Trees
Association Rules
Link
Link


ADDITIONAL PRESENTATIONS

  • Intelligent Agents or alternate Presentation (PPT format)
  • More about Intelligent Agents (PPT format)
  • Solving Problems by Searching or alternate Presentation (PPT format)
  • Informed Search Algorithms or alternate Presentation (PPT format)
  • Constraint Satisfaction Problems or alternate Presentation (PPT format)
  • Game Playing or alternate Presentation (PPT format)
  • Agents and Propositional Logic or alternate Presentation (PPT format)
  • Logic Agents (PPT format)
  • First Order Logic (FOL) or alternate Presentation (PPT format)
  • Lecture I (Logic)(PPT format)
  • Lecture II (Logic)(PPT format)
  • Lecture III (Logic)(PPT format)
  • Inference in FOL or alternate Presentation (PPT format)
  • Learning(PPT format)
  • Knowledge Discovery (PPT format)
  • Planning(PPT format)
  • Planning in Real World(PPT format)
  • Problem 3 (Solution)


    • Midterm: October 17 (Wednesday), 2018 (in CHHS 161)
    • Project - deadline to submit: November 30, 2018
    • Final: December 12, 2018 (Wednesday), 11:00-1:30pm (in CHHS 161)


    Grades

    • Midterm - 30 points, Final - 30 points, Project - 30 points, Class Attendance - 10 points (can not miss more than 3 classes)
    • Grade A from 90 to 100 points, Grade B from 80 to 89 points, Grade C from 65 to 79 points.

  • Sample Problems


    Class meetings:

                Location: CHHS 161
                Time: Wednesday, 11:15am-2:15pm


    Instructor:       Zbigniew W. Ras

    Office: Location: Woodward Hall 430C
    Telephone: 704-687-8574
    Office Hours: Tuesday: 10:00am-12:00pm, 2:00pm-3:00pm
    e-mail: ras@uncc.edu

    TA I:       Surabhi Maheshwari

    Office: Location: Woodward Hall 402 [KDD Lab]
    Telephone: 704-687-8546
    Office Hours: Thursday, 12:00-4:00pm
    e-mail: smahesh1@uncc.edu

    TA II:       Shafie Gholizadeh

    Office: Location: Woodward Hall 432 [Text Analytics Lab]
    Telephone: 929-285-8185
    Office Hours: Wednesday, 14:30-16:30pm
    e-mail: sgholiza@uncc.edu