CSE5230: Resources 2004

In this page: Unit Documents

Mathematics and Statistics

Conferences

Data Mining Websites

Data Mining People

Companies and Products

Free Software

Visualization

Ethics in Computing

CSE5230: Resources 2004

Set Reading

Staff

Marks

Archive

This page contains links to a number of useful documents and resources for students in the unit.

Unit Documents

Unit Outline (PDF)
Preliminary Mathematics Quiz (PDF)
Citation of Sources (PDF)
Algorithm Implementation Assignment (PDF)

Handouts on various basic data mining algorithms

The ID3 Decision Tree Induction Algorithm (PDF)
The Naive Bayes Classifier (PDF)
The Back-propagation Algorithm for Neural Networks (PDF)

A document describing the Simulated Annealing Optimization Process (PDF), that is used in allocating topics to groups.

Mathematics and Statistics

Eric Weisstein's World of Mathematics: great for formal mathematics.
StatSoft Electronic Textbook: comprehensive statistics reference.

Journals

Data and Knowledge Engineering

Data Mining and Knowledge Discovery

Explorations - Newsletter of the ACM SIG on Knowledge Discovery and Data Mining
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Information Systems
Intelligent Data Analysis
Journal of Intelligent Infomation Systems
Knowledge and Information Systems
The International Journal on Very Large Databases

Conferences

International Conference on Data Mining: DM 2002, DM 2003

IEEE International Conference on Data Mining: ICDM 2001, ICDM 2002, ICDM 2003, ICDM 2004,
International Conference on Data Warehousing and Knowledge Discovery: DaWaK 1999, DaWaK 2000, DaWaK 2001, DaWaK 2002, DaWaK 2003, DaWaK 2004

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: KDD 95, KDD 96, KDD 97, KDD 98, KDD 99, KDD 2000, KDD 2001, KDD 2002, KDD 2003, KDD 2004
Pacific-Asia Conference on Knowledge Discovery and Data Mining: PAKDD 97, PAKDD 98, PAKDD 99, PAKDD 2000, PAKDD 2001, PAKDD 2002, PAKDD 2003, PAKDD 2004
Principles and Practice of Knowledge Discovery in Databases: PKDD 1999, PKDD 2000, PKDD 2001, PKDD 2002, PKDD 2003, PKDD 2004
SIAM International Conference on Data Mining: SIAMDM 2001, SIAMDM 2002, SIAMDM 2003, SIAMDM 2004, SIAMDM 2005
International Workshop on Feature Selection for Data Mining: FSDM 2004

Visualization
IEEE Conference on Information Visualization: 1995, 1996, 1997, 1998, 1999, 2000
IEEE Symposium on Information Visualization: 1995, InfoVis 1996, InfoVis 1997, InfoVis 1998, InfoVis 1999, InfoVis 2000, InfoVis 2001, InfoVis 2002, InfoVis 2003, InfoVis 2004,

Ethics
Australian Institute of Computer Ethics Conference: AICE'99, AICE 2000
Computers, Freedom and Privacy: CFP'98, CFP'99, CFP 2000, CFP 2001, CFP 2002
International Conference on the Social and Ethical Impacts of Information and Communication Technologies: Ethicomp 95, Ethicomp 96, Ethicomp 98, Ethicomp 99, Ethicomp 2001, Ethicomp 2002, Ethicomp 2004
Workshop on Privacy and Security Aspects of Data Mining: PSDM 2004

Data Mining Websites

The Data Mine
Data Miners Home Page
Directory of Data Warehouse, Data Mining, and Decision Support Resources

Knowledge Discovery Network of Excellence

Associations
ACM Special Interest Group on Knowledge Discovery in Data and Data Mining
The Data Mining Group
Yahoo Data Mining Forum

Data Mining People

far from complete...
Rakesh Agrawal
Roberto Bayardo
Michael Berry
Sergey Brin
Rob Cooley
Usama Fayyad
Eibe Frank
Alex Freitas
Johannes Gehrke
Jiawei Han
David Hand
Wynne Hsu
George Karypis
Ron Kohavi
Gordon Linoff
Bing Liu
Heikki Mannila
Bamshad Mobasher
Rajeev Motwani
Gregory Piatetsky-Shapiro
Daryl Pregibon
Dorian Pyle
Ross Quinlan
Raghu Ramakrishnan
Rajeev Rastogi
Sunita Sarawagi
Craig Silverstein
Padhraic Smyth
Ramakrishnan Srikant
Jaideep Srivastava
Shalom (Dick) Tsur
Jeffrey Ullman
Sholom Weiss
Ian Witten
Osmar Zaiane
Mohammed Zaki

Companies and Products

ANGOSS Software
CSIRO Enterprise Data Mining
Eudaptics
Fair Isaac Corporation
IBM DB2 Intelligent Miner
IBM QUEST Data Mining Project
IBM Visual Analysis Group
Oracle 10g Data Mining
Pilot Software
Revenue Science
Salford Systems: CART, MARS
Purple Insight MineSet
SAS
SmartDrill
SPSS Clementine
Two Crows Corporation

Free Software

The R Project for Statistical Computing
Weka

Visualization

Data Visualization and Statistical Graphics

Ethics in Computing

Australian Institute of Computer Ethics
Centre for Computing and Social Responsibility

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