|
|
Day |
Topic (tentative) |
Due dates (FIRM) |
|
1
|
08/29 |
Introduction; (reminder: B-trees; and hashing) |
hw1 out and hw1 solutions |
|
|
|
SAMs-1: Intro and kd-trees ; SAMs-2: z-ordering |
|
|
2 |
09/05 |
Graph mining - p1: patterns; p5: anomaly detection |
hw1 due ; project starts |
|
|
|
Graph mining - p6: types of fraud |
|
|
3
|
09/12 |
SAMs-3: R-trees; SAMs-4: metric trees | |
|
|
|
Fractals-1: introduction |
|
|
4
|
09/19 |
Fractals-2: examples |
hw2 due |
|
|
|
Fractals-3: proofs etc |
|
|
5
|
09/26 |
Phase1: proposals
due |
|
|
|
|
Text-1: full scanning |
|
|
6
|
10/03 |
Text-2: inversion etc; Text-3: clustering |
|
|
|
|
Text-4: LSI; midterm prep: sample exam |
|
|
7
|
10/10 |
MIDTERM (80 minutes) |
MIDTERM
EXAM |
|
|
Bonus lecture: 'Lessons learned from 1K paper rejections' |
|
|
|
8
|
10/17 |
Fall
break |
Fall break |
|
|
|
|
|
|
9
|
10/24 |
SVD-1: definitions |
Phase2: progress report due |
|
|
|
SVD-2: applications, visualization |
|
|
10 |
10/31 |
SVD-3: properties - HITS/PR |
hw3 due |
|
|
|
||
|
11 |
11/07 |
DSP - Fourier and ph3 instructions |
|
|
|
|
........ Fourier continued |
|
|
12 |
11/14 |
DSP - wavelets |
Phase3: final reports
due hw4 out and solutions. |
|
|
|
............ continued |
|
| 14 |
11/21 |
Multimedia databases | hw4 due |
| Compression: JPEG/MPEG/fractal | |||
|
15 |
11/28 |
Thanksgiving - no class |
Thanksgiving |
|
16 |
12/05 |
[Last day of classes] |
|
| Graph Mining - p2 (gen. + tools) ; p3: BP ; Conclusions. |
Last modified Dec. 02, 2025, by Christos Faloutsos