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Lecture video and compass links: http://engineering.illinois.edu/online/current-students/computer-science-courses.html
2014 Spring: Lecture Slides and Course Schedule
Week # Lecture # Date Chapters Concrete Topics Slides Assignments
1 1 1/21 (Tuesday) Introduction and Course Description Chapter 13. Trends and Research Frontiers
(BK3: Han, Kamber, Pei: Data Mining: Concepts and Techniques, 3rd ed, 2011)
CS512_Overview  PDF
Data Mining Group Current Research  PDF
 
1 2 1/23 (Thursday) Introduction to networks Introduction to network  (BK2: Chap. 9) 
(Bk2: Han & Kamber, Data Mining: Concepts and Techniques, 2ed., 2006)

Intro. to networks  PDF  (updated on 3/2/2014)
 
2 3 1/28 (Tuesday) Introduction to networks
Introduction to networks 
(Newman, Network: An Introduction, 2010)


Recommended Projects
2 4 1/30 (Thursday) Introduction to networks
Introduction to networks  
(Newman, Network: An Introduction, 2010)

 
3 5 2/4 (Tuesday) Mining Heterogeneous Info. Networks
Mining Heterogeneous Information Networks 
(Sun & Han, Mining Heterogeneous Information Networks, 2012 @UIUC lib.)
Mining heterogeneous information networks PDF

Assignment 1
3 6 2/6 (Thursday) Mining Heterogeneous Info. Networks
Mining Heterogeneous Information Networks
(Sun & Han, 2012)

 
4 7 2/11 (Tuesday) Mining Heterogeneous Info. Networks
Mining Heterogeneous Information Networks 
(Sun & Han, 2012)
Mining latent hierarchical structures PDF
 
4 8 2/13 (Thursday) (No class)
  (The class is move to the end of the semester  
due to a NSCTA/IPAN meeting & trip)
Research & Survey Proposals due   (end of 4th week)
5 9 2/18 (Tuesday) Mining Heterogeneous Info. Networks
Mining Heterogeneous Information Networks
(Sun & Han, 2012)

 
5 10 2/20 (Thursday) Mining heterogeneous info. networks
Mining Heterogeneous Information Networks
(Sun & Han, 2012)
Mining heterogeneous information networks: Part II PDF

 
6 11 2/25 (Tuesday) [BK2] Chapter 8. Mining Streams, Time Series and Sequence Data
Mining Heterogeneous Information Networks 
(Sun & Han, 2012)

 
6 12 2/27 (Thursday) [BK2] Chapter 9. Graph Mining, Social Network Analysis and Multirelational Data Mining
Mining Heterogeneous Information Networks 
(Sun & Han, 2012)
A Sample Midterm Exam

 
7 13 3/4 (Tuesday) Midterm Exam I  
Midterm Exam I 
Midterm Exam I 
Note: Midterm starts at 9:20am and end at 10:50am
7 14 3/6 (Thursday) [BK3] Chapter 11. Advanced Clustering
[BK2]
Chapter 11. Advanced Cluster analysis 
(BK3: Chap. 11)
Advance Clustering PDF
(Last updated: 3/11/2013)
Assignment 1 (due) 

 
8 15 3/11 (Tuesday) [BK3] Chapter 11. Advanced Clustering
Chapter 11. Advanced Cluster analysis 
(BK3: Chap. 11)

 
8 16 3/13 (Thursday) [BK3] Chapter 11. Advanced Clustering
Chapter 11. Advanced Cluster analysis 
(BK3: Chap. 11)

 
9 17 3/18 (Tuesday) [BK3] Chapter 11. Advanced Clustering
Chapter 11. Advanced Cluster analysis 
(BK3: Chap. 11)

 
9 18 3/20 (Thursday) [BK3] Chapter 12. Outlier Analysis
Chapter 12. Outlier Analysis 
(BK3: Chap. 12) 
Outlier Analysis PDF
Assignment 2 (new: Due Tuesday, April 22)  Research & Survey Midterm Report due     
10   3/25 (Spring Break) No class due to Spring Break No class due to Spring Break  
10   3/27 (Spring Break) No class due to Spring Break
No class due to Spring Break  
11
19
4/1 (Tuesday) [BK3] Chapter 12. Outlier Analysis
Chapter 12. Outlier Analysis 
(BK3: Chap. 12) 

 
11 20 4/3 (Thursday) [BK3] Chapter 12. Outlier Analysis
Chapter 12. Outlier Analysis
(BK3: Chap. 12)  / Mining Data Streams      
(BK2: Chap. 8)
Outlier AnalysisMining Data Streams 

 
12 21 4/8 (Tuesday) Chapter 8. Mining Strem, Time-Series, and Sequence Data
Mining Data Streams     
(BK2: Chap. 8)
 Mining Data Streams  PDF  
12 22 4/10 (Thursday) Chapter 8. Mining Strem, Time-Series, and Sequence Data
Mining Data Streams     
(BK2: Chap. 8) 
  Research Survey Due  (end of 12th week, i.e., 11:59pm, Sunday, April 13, 2014)
13 23 4/15 (Tuesday) Chapter 8. Mining Strem, Time-Series, and Sequence Data 
Spatiotemporal Data Mining    
(BK2: Chap. 8) /Social and Trajectory Data Mining (See papers in the Resources)
Yi Zhou:  Presentation on Periodicity Analysis (20 min.)
PDF 
Social and Trajectory Data Mining PDF
 
13 24 4/17 (Thursday) Chapter 8. Mining Strem, Time-Series, and Sequence Data
Spatiotemporal Data Mining   
(BK2: Chap. 8)  /Social and Trajectory Data Mining (See papers in the Resources)

 
14 23 4/22  (Tuesday)   Selected Student Survey Presentation
Selected Student Survey Presentation Assignment 2 (due) 

14 24 4/24 (Thursday)
Selected Student Survey Presentation
Selected Student Survey Presentation
Project presentation sign-up
15 25 4/29 (Tuesday)
Selected Student Survey Presentation
Selected Student Survey Presentation

 
15 28 5/1 (Thursday) Midterm Exam II Midterm Exam: One ref. sheet for contents after midterm I is allowed Note: Only one reference sheet is allowed in Midterm II  
16 29 5/6  (Tuesday) Research Project Presentation I
(9:30-11:30am)
Research Project Presentations (6 presentations for each) Research Project Presentations
Project presentation schedule
16   5/8  (Thursday) Reading Day (No classes)      
17   5/8-5/10 Final Exam Week 
Project Presentations   Deadline for research report hand-in (11:59pm Tuesday, May 10) Project presentation schedule



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