Name

Paper Title

Date

Gretchen Schirag

Comprehensible Knowledge Discovery: Gaining Insight from Data

2/8/2000

Adrian Kujaneck Agogino

Visualization Techniques for Mining Large Databases: A Comparison

2/8/2000

Arvind Siotia

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

2/8/2000

Kaushik Anand Ghate

Clustering Large Databases in Arbitrary Metric Spaces

2/15/2000

Ismail Syed

Using Association Rules for Product Assortment Decisions: A Case Study

2/15/2000

Tianping (Tim) Huang

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

2/15/2000

Yousuf Bin Ahmed

A Statistical Theory for Quantitative Association Rules

2/17/2000

Austin Bingham

Constraint-Based Rule Mining in Large, Dense Databases

2/17/2000

David Brunke

User Profiling in Personalization Applications through Rule Discovery and Validation

2/17/2000

Vishal Mishra

An Interval Classifier for Database Mining Applications

2/29/2000

Roberto Francisco Zuniga

On Support Vector Decision Trees for Database Marketing

2/29/2000

Kung-Bin Sung

SLIQ: A Fast Scalable Classifier for Data Mining

2/29/2000

Arindam Banerjee 

Support vector classifiers: a first look

3/2/2000

Anish Sam Jacob

MetaCost: A General Method for Making Classifiers Cost-Sensitive

3/9/2000

Jerome Froment-Curtil

A Survey of Methods for Scaling Up Inductive Learning Algorithms

3/21/2000

Bertrand Portier

The Effects of Training Set Size on Decision Tree Complexity

3/21/2000

Srujana Merugu 

Scalable Parallel Data Mining for Association Rules

3/23/2000

Yuan Qu

Scaling EM (Expectation-Maximization) Clustering to Large Databases

3/23/2000

Sanghoon Oh

Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases

3/28/2000

Dung Lam

Empirical Analysis of Predictive Algorithms for Collaborative Filtering

3/30/2000

Muthaiah Venkatachalam

Searching the World Wide Web

4/2/2000

Venkatesh Chandrasekaran

Interactive Data Analysis: The Control Project

4/2/2000

Joe Sing Paul Chan

Detecting Changes in Categorical Data: Mining Contrast Sets

4/11/2000

David C. James

The Impact of Changing Populations on Classifier Performance

4/11/2000

Alextair D. Mascarenhas

Statistics and Data Mining Techniques for Lifetime Value Modeling

4/13/2000

Xiaoyun Yang

What Makes Patterns Interesting in Knowledge Discovery Systems

4/13/2000

Saaed Iqbal

Discovering Robust Knowledge from Databases That Change

3/28/2000