CSCI-4390/6390 Data Mining
Fall 2006
Contact Information
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Instructor: |
Mohammed J. Zaki |
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Office: |
Lally 307 |
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Phone: |
x6340 |
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Email: |
zaki.AT_.cs._rpi_.edu |
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Class Hours: |
VCC South, MR 10:00-11:50am |
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TA Info: |
Suzanne Matthews (matths3@rpi.edu) Office Hours: TR 12:30-2pm, AE 207 |
Course Information
Class Topics
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MONDAYS |
THURSDAYS |
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Aug 28 – DM Overview |
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Sep 4 – NO CLASS (labor day) |
Sep 7 – EDA: High Dimensional Data |
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Sep 11 – EDA: Categorical Data |
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Sep 18 – FPM: Set Mining |
Sep 21 – FPM: Summaries |
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Sep 25 – FPM: Summaries/Sequence Mining |
Sep 28 – FPM: Sequence Mining |
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Oct 2 – FPM: Graph Mining |
Oct 5 – EXAM I |
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Oct 10 (Tuesday) – Text Mining (Morgan Stanley)/Graph Mining |
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Oct 16 – CLUS: Representative-based |
Oct 19 – CLUS: Probabilistic |
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Oct 23 – CLUS: Hiererchical/Density-based |
Oct 26 – CLUS: Density-based |
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Oct 30 – CLUS: Subspace |
Nov 2 - CLUS: Projective Subspace |
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Nov 6 – NO CLASS (Exam Review) |
Nov 9 – EXAM II |
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Nov 13 – Classification (CLAS): Overview; Partition-based (trees/rules) |
Nov 16 – CLAS: Probabilistic |
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Nov 20 – CLAS: Rough Sets |
Nov 23 – NO CLASS (thanksgiving) |
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Nov 27 – CLAS: Support Vector Machines |
Nov 30 – CLAS: Support Vector Machines |
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Dec 4 – EXAM III |
Dec 7 – Closing Remarks |
Scribing/Editing
Schedule
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MONDAYS |
THURSDAYS |
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Aug 28 – None |
Aug 31 – Group1, Group 14 |
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Sep 4 – NO CLASS (labor day) |
Sep 7 – Group 2, Group 13 |
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Sep 11 – Group 3, Group 12 |
Sep 14 – Group 4, Group 10 |
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Sep 18 – Group 5, Group 9 |
Sep 21 – Group 7, Group 8 |
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Sep 25 – Group 6, Group 1 |
Sep 28 – Group 14, Group 2 |
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Oct 2 – Group 13, Group 3 |
Oct 5 – EXAM I |
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Oct 10 (Tuesday) – Group 12, Group 4 |
Oct 12 – Group 10, Group 5 |
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Oct 16 – Group 8, Group 6 |
Oct 19 – Group 9, Group 7 |
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Oct 25 – Group 14, Group 12 |
Oct 26 – Group 10, Group 8 |
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Oct 30 – Group 6, Group 4 |
Nov 2 - Group 2, Group 1 |
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Nov 6 – No Class |
Nov 9 – EXAM II |
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Nov 13 – Group 3, Group 5 |
Nov 16 – Group 7, Group 9 |
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Nov 20 – Group 13, Group 14 |
Nov 23 – NO CLASS (thanksgiving) |
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Nov 27 – Group 12, Group 10 |
Nov 30 – Group 8, Group 2 |
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Dec 4 – EXAM III |
Dec 7 – Group 5, Group 6 |