Course: Knowledge Systems
  Institution: Polish-Japanese Academy of Information Technology
  Semester: Spring 2017 (June 5-10, 2017)
Topics to be covered in the course:
Classification Trees
(PPT format)
Classification Trees
(PDF format)
Classification Trees
(Video)
ORANGE Software
Rough Sets
(PPT format)
Rough Sets
(PDF format)
Reducts and Discretization
(PPT format)
Reducts and Discretization
(PDF format)
Reducts
(Video)
Discretization
(Video)
LERS-ERID
(PPT format)
LERS-ERID
(PDF format)
Exercises 1
(WORD format)
Action Rules
(PDF format)
Evaluation Methods
(PDF format)
Exercises 2
(WORD format)
Query Processing Based on Reducts
(PPT format)
Exercises 3
(WORD format)
TV Trees
(PPT format)
Chase
(PPT format)
Exercises 4
(WORD format)
Association Rules
(PPT format)
Association Rules
(Video)
Health Informatics
(PPT Format)
Data Analytics + Art
(PPT Format)
Text Mining
(PPT format)
Sentiment Mining
(PPT format)
Business Analytics
(PPT Format)
Sample Problems:
Sample Exam
(Word format)
Final Grades
Class Schedule [June 5-9, 2017], Room: 110B
Monday, Tuesday, Wednesday, Thursday:
17:30-19:00, 19:15-20:45
Friday:
17:30-19:00 [Review],
19:15-20:45 [Written Exam]
Final Results: June 20 (Tuesday), 18:30-19:00, Room ?????
Grading:
Grade A(5) - (86-100 points), Grade B(4) - (71-85 points), Grade C(3) - (51-70 points).
Software:
Rosetta
ORANGE
RSES
Lisp Miner
WEKA
R Project
GIST SVM