Data Mining 40-714 
  CE Department- Sharif University of Technology 1 - Group 1 

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Announcments

  1387-01-18 April 06, 2008 10:25 AM  
Final grades are uploaded.

  1387-01-15 April 03, 2008 02:53 PM  
Research paper grades are uploaded in Grades section.

  1387-01-15 April 03, 2008 09:07 AM  
Midterm and final term exams grades are uploaded in Grades section. You can see your papers on Saturday 17th of Farvardin at 13:30pm.

  1386-12-05 February 24, 2008 04:44 PM  
Dear all,
Some information about final project has been uploaded, please see [Assignments] section.

  1386-12-05 February 24, 2008 12:35 PM  
Please send your review papers by Monday 27 Esfand 1386.

  1386-11-11 January 31, 2008 08:16 AM  
Final project definition announced. Please take a look at it in the [Assignments] section.

  1386-09-25 December 16, 2007 05:21 PM  
The deadline of assignment 3 is postponed until next Sunday.
PS: A hard copy of your answers must be handed in on Sunday.

  1386-09-24 December 15, 2007 11:19 AM  
From now on, some papers around the topics of the course will be uploaded to the "Extra Reading" section regularly. Please study these papers.

  1386-09-17 December 08, 2007 04:59 PM  
Third assignment has been uploaded in the [Assignments] section.

  1386-09-10 December 01, 2007 06:22 PM  
The deadline for the first project has been extended to Friday.

  1386-08-29 November 20, 2007 11:03 AM  
Some useful references about classification and regression trees (CART) have been added to the resources section.

  1386-08-29 November 20, 2007 07:10 AM  
In the second part of the first project you should use an association rule mining algorithm to extract important association rules present in the dataset and select a relatively small set of those association rules and use them for classification of the data items. Several studies have shown that this method might yield superior results compared to many of the traditional classification techniques. Check the resources section for related material.

  1386-08-29 November 20, 2007 06:36 AM  
Some papers related to the first project have been uploaded to the resources section.

  1386-08-27 November 18, 2007 06:32 PM  
If any of students is intending to use Clementine for the first project and doesn't have access to a PC running SPSS Clementine then send an email to s_ebrahimi@ce.sharif.edu
Don't resend your email if you have already contacted me regarding this issue.

  1386-08-29 November 20, 2007 06:44 AM  
The deadline for the first project has been extended to 30th of Aban.

  1386-08-22 November 13, 2007 12:13 PM  
Second homework assignment has been uploaded.

  1386-08-15 November 06, 2007 04:16 AM  
First course project description has been uploaded. Please start working on it as soon as possible.

  1386-08-04 October 26, 2007 05:17 AM  
In question 6 of the first homework assignment, you are asked to describe a potential problem of a discretization function D_c. The question has put a restriction on the capabilities of this function, and naturally any shortcomings of D_c concerning this problem should be a result of that restriction. That is you cannot assume any restrictions on the capabilities of D_c beyond those that have been specified in the question.
The restriction is that D_c can accept only _one_ numerical attribute as its input. Still in other words, if a dataset has more than one numerical attribute and they are to be discretized using D_c then the only way to apply D_c would be to use it for each of the numerical attributes separately.

  1386-08-22 November 13, 2007 12:13 PM  
First homework assignment has been uploaded.

  1386-07-18 October 10, 2007 07:34 AM  
Happy new semester!

This website will be the main medium of communication between the students and the TAs. All students should visit this page at least once a day.

Instructor:
Hassan Abolhassani
(abolhassain@sharif.edu)

3 Units
Sunday and Tuesday 15 to 16:30
Room: M2

 This website is visited 8695 times since October 2007. Updated Monday 2020-09-07 09:12