. |
Day |
Topic (tentative) |
Due date (FIRM) |
1 |
01/16 |
Martin Luther King day
- no class |
NO CLASS |
. |
Introduction; (reminder: B-trees; and hashing) |
|
|
2 |
01/23 |
SAMs-1: Intro, Kd-trees |
hw1
out; + solutions |
. |
|
SAMs-2: z-ordering ; Project instructions |
project starts |
3 |
01/30 |
SAMs-3: R-trees and variants |
hw1 due |
. |
|
SAMs-4: metric trees |
|
4 |
02/06 |
Fractals-1: introduction, and examples |
|
. |
|
Fractals-2: r-tree analysis |
hw2 due |
5 |
02/13 |
Fractals 3: dim. curse |
|
. |
Fractals 4: quadtree, and knn analysis |
Phase1: proposals
due |
|
6 |
02/20 |
Fractals 5: Power laws |
hw3 out; + solutions |
. |
|
Text-1: full scanning;Text-2:
inversion and signature files; |
|
7 |
02/27 |
Text-3: clustering; Review
lecture |
|
. |
|
MIDTERM |
MIDTERM |
8 |
03/06 | Text-4: LSI |
|
. |
|
SVD-1: definitions |
hw3 due |
9 |
03/13 |
march break |
|
. |
|
march break |
|
10 |
03/20 |
SVD-2: applications - visualization |
hw4 out; + solutions |
. |
|
SVD-3: properties - HITS - pagerank |
|
11 |
03/27 |
SVD-4: tensors |
Phase2: progress report due |
. |
|
SVD-5: Variations-ICA; intro to hadoop |
|
12 |
04/03 |
DSP (Fourier, Wavelets) |
|
. |
|
DSP - continued |
hw4 due |
13 |
04/10 |
|
|
. |
|
hw4 due |
|
14 |
04/17 |
compression - JPEG/MPEG/fractal | |
. |
Time Series and forecasting | ||
15 |
04/24 |
Time Series and forecasting - continued |
Phase3: final reports due |
. |
|
Graph mining - p1: patterns | Phase3: final reports due |
16 |
05/01 |
Graph mining - p2: generators & tools | |
. |
|
Conclusions - Review lecture | |
|
05/05 |
Poster (12-5pm) | posters due |
Last modified April 29, 2017, by Christos Faloutsos