. |
Day |
Topic (tentative) |
Due date (FIRM) |
1 |
01/11 |
Introduction; (reminder: B-trees; and hashing) |
|
. |
SAMs-1: Intro, Kd-trees |
|
|
2 |
01/18 |
Martin Luther King day
- no class |
NO CLASS |
. |
|
SAMs-2: z-ordering ; Project instructions |
project starts |
3 |
01/25 |
SAMs-3: R-trees and variants |
|
. |
|
SAMs-4: metric trees |
|
4 |
02/01 |
Fractals-1: introduction, and examples |
|
. |
|
Fractals-2: r-tree analysis |
hw2 due |
5 |
02/08 |
Fractals 3: dim. curse |
|
. |
Fractals 4: quadtree, and knn analysis |
Phase1: proposals
due |
|
6 |
02/15 |
Fractals 5: Power laws |
hw3 out : solutions |
. |
|
Text-1:
full scanning;Text-2:
inversion and signature files; |
|
7 |
02/22 |
Text-3: clustering; Review
lecture |
|
. |
|
MIDTERM |
MIDTERM |
8 |
02/29 | Text-4: LSI |
|
. |
|
SVD-1: definitions |
|
9 |
03/07 |
march break |
|
. |
|
march break |
|
10 |
03/14 |
SVD-2: applications - visualization |
hw4 out ; and solutions |
. |
|
SVD-3: properties - HITS - pagerank |
|
11 |
03/21 |
SVD-4: tensors |
Phase2: progress report due |
. |
|
SVD-5: Variations-ICA; intro to hadoop |
|
12 |
03/28 |
DSP (Fourier, Wavelets) |
|
. |
|
DSP - continued |
hw4 due |
13 |
04/04 |
hw4 due |
|
. |
|
compression - JPEG/MPEG/fractal |
|
14 |
04/11 |
Time Series and forecasting | |
. |
Graph mining - p1: patterns | ||
15 |
04/18 |
Graph mining - p2: generators & tools |
Phase3: final reports due |
. |
|
DM: Association
rules - bonus lecture - graph anomaly detection |
Phase3: final reports due |
16 |
04/25 |
bonus lecture: Approximate counting | |
. |
|
Conclusions - Review lecture | |
|
04/28 |
Poster (12-5pm) | posters due |
Last modified April 25, 2016, by Christos Faloutsos