Course: Knowledge Systems
Institution: Polish-Japanese Academy of Information Technology
Semester: Spring 2019 (June 3-7, June 11, 2019)
FINAL GRADES
Topics to be covered in the course:
Data Analytics:
Classification Trees
(PPT format)
Association Rules
(PPT format)
Evaluation Methods
(PDF format)
RSES
ORANGE
WEKA
R Project
Information Systems, Query Languages and their Semantics:
Data Semantics
(Word format)
Granules, Reducts, and Data Discretization
(PPT format)
Data Incompleteness:
ERID & Chase
(PPT format)
Actionability, Action Rules, & Meta Actions:
Action Rules
(PPT format)
Lisp Miner
Sample Problems
(PDF format)
Distributed Query Processing
(PPT format)
Data Sanitization
(PPT format)
Big Data Analytics:
Distributed Pattern Mining using Spark
(PPT format)
Recommender Systems
(Application Domain: Business, Health Care, Fine Art)
Business Analytics
The Daniels Group Project
(PPT format)
Health Care Analytics:
SAS Project
(PPT Format)
Fine Art Analytics
NSF Project
(PPT Format)
Class Schedule: Room 110B (June 3-6), Room 337 (June 7)
Monday, Tuesday, Wednesday, Thursday:
17:30-19:00, 19:15-20:45
Friday:
17:30-19:00 [Review],
19:15-21:00 [Exam]
Final Results: June 11 (Tuesday), 18:00-19:00, Room 120
Grading:
Grade A(5) - (86-100 points), Grade B(4) - (71-85 points), Grade C(3) - (51-70 points).
FINAL GRADES FINAL GRADES Topics to be covered in the course: Class Schedule: Room 110B (June 3-6), Room 337 (June 7) Grading: