4. DMKD 1999: Philadelphia, PA, USA

Kyuseok Shim, Ramakrishnan Srikant (Eds.): 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, Philadelphia, USA, May 30, 1999

Invited Talk

Heikki Mannila: Theoretical Frameworks for Data Mining.

Applications/Experiences

Fosca Giannotti, Giuseppe Manco, Dino Pedreschi, Franco Turini:
Experiences with a Logic-based knowledge discovery Support Environment.
Shinichi Morishita, Teruyoshi Hishiki, Kousaku Okubo:
Towards Mining Gene Expression Database.

Associations

Bart Goethals, Jan Van den Bussche:
A priori versus a posteriori filtering of association rules.
Dimitris Meretakis, Beat Wüthrich:
Classification as Mining and Use of Labeled Itemsets.
Devavrat Shah, Laks V. S. Lakshmanan, Krithi Ramamritham, S. Sudarshan:
Interestingness and Pruning of Mined Patterns.

Invited Industry Talk

George H. John: Data Mining in the Real World.

Algorithms

Manoranjan Dash, Huan Liu:
Handling Large Unsupervised Data via Dimensionality Reduction.
Gösta Grahne, Laks V. S. Lakshmanan, Xiaohong Wang:
Interactive Mining of Correlations - A Constraint Perspective.
Jiawei Han, Qiang Yang, Edward Kim:
Plan Mining by Divide-and-Conquer.

Future Directions

Daniel Barbará:
Chaotic Mining: Knowledge Discovery Using the Fractal Dimension.
Theodore Johnson, Raymond T. Ng, Laks V. S. Lakshmanan:
Towards a Toolkit for Data Analysis and Mining.
Vijayshankar Raman, Andy Chou, Joseph M. Hellerstein:
Scalable Spreadsheets for Interactive Data Analysis.
Haixun Wang, Carlo Zaniolo:
User-Defined Aggregates for Datamining.