Name

Paper Title

Date

Gretchen Schirag

Comprehensible Knowledge Discovery: Gaining Insight from Data

02/08/2000

Adrian Kujaneck Agogino

Visualization Techniques for Mining Large Databases: A Comparison

02/08/2000

Arvind Siotia

Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem

02/08/2000

Kaushik Anand Ghate

Clustering Large Databases in Arbitrary Metric Spaces

02/15/2000

Ismail Syed

Using Association Rules for Product Assortment Decisions: A Case Study

02/15/2000

Tianping (Tim) Huang

Density Biased Sampling: An Improved Method for Data Mining and Clustering

02/15/2000

Yousuf Bin Ahmed

A Statistical Theory for Quantitative Association Rules

02/17/2000

Austin Bingham

Constraint-Based Rule Mining in Large, Dense Databases

02/17/2000

David Brunke

User Profiling in Personalization Applications through Rule Discovery and Validation

02/17/2000

Vishal Mishra

An Interval Classifier for Database Mining Applications

02/24/2000

Kung-Bin Sung

SLIQ: A Fast Scalable Classifier for Data Mining

02/24/2000

Arindam Banerjee 

Support vector classifiers: a first look

02/29/2000

Roberto Francisco Zuniga

On Support Vector Decision Trees for Database Marketing

03/02/2000

Anish Sam Jacob

MetaCost: A General Method for Making Classifiers Cost-Sensitive

03/02/2000

Jerome Froment-Curtil

A Survey of Methods for Scaling Up Inductive Learning Algorithms

03/09/2000

Bertrand Portier

The Effects of Training Set Size on Decision Tree Complexity

03/09/2000

Srujana Merugu 

Scalable Parallel Data Mining for Association Rules

03/21/2000

Yuan Qu

Scaling EM (Expectation-Maximization) Clustering to Large Databases

03/21/2000

Saaed Iqbal

Discovering Robust Knowledge from Databases That Change

03/28/2000

Dung Lam

Empirical Analysis of Predictive Algorithms for Collaborative Filtering

04/11/2000

Muthaiah Venkatachalam

Searching the World Wide Web

04/11/2000

Guest Talk

The PageRank Citation Ranking: Bringing Order to the Web

04/11/2000

Venkatesh Chandrasekaran

Interactive Data Analysis: The Control Project

04/13/2000

Joe Sing Paul Chan

Detecting Changes in Categorical Data: Mining Contrast Sets

04/13/2000

David C. James

The Impact of Changing Populations on Classifier Performance

04/13/2000

Alextair D. Mascarenhas

Statistics and Data Mining Techniques for Lifetime Value Modeling

04/18/2000

Xiaoyun Yang

What Makes Patterns Interesting in Knowledge Discovery Systems

04/18/2000