Carnegie Mellon University
15-826 Spring 2016 - Christos Faloutsos
Course schedule

PPS foils: here

.

Day

Topic (tentative)

Due date (FIRM)

1

01/11

Introduction; (reminder: B-trees; and  hashing)

hw1 out ; solutions

.


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

hw1 due; hw2 outsolutions

.


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

hw3  due

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

Multimedia databases

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