COMP423/523B, 2011: Online material

COMP423/523B 2011 Online Material: Stream Data Mining

Test

Friday Aug 19, 11-11.50, in G1.15, open book;
this includes the use of laptops and similar devices for accessing the lecture note pdfs, and other online sources, e.g. original papers. Please do not abuse this privilege; do not communicate with each other or anyone outside.
Mock test

Project specification

See here.
Presentations are on Tuesday, Nov 1st, in G.1.15. Schedule

Lecture times and location

Lectures run Wednesday 3-5pm, and Friday 11-12, always in G.1.15 (CS Seminar room) for the first 6 weeks only.

Text book

Joao Gama: Knowledge Discovery from Data Streams

Some notes

Chapter 1: Knowledge Discovery from Data Streams
Chapter 2: Introduction to Data Streams
Chapter 3: Change Detection
Chapter 4: Maintaining Histograms from Data Streams
Chapter 5: Evaluating Streaming Algorithms
Chapter 6: Clustering Streaming Data
Chapter 7: Mining frequent itemsets
Chapter 8: Decision Trees
Chapter 9: Novelty Detection
Chapter 10: Ensembles
Chapter 11: Time Series

Test

Project specification

Lecture times and location

Text book

Some notes

Other material