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KDD
1997
ACM
103views Data Mining» more  KDD 1997»
14 years 23 days ago
Fast Committee Machines for Regression and Classification
In many data mining applications we are given a set of training examples and asked to construct a regression machine or a classifier that has low prediction error or low error rat...
Harris Drucker
KDD
1997
ACM
109views Data Mining» more  KDD 1997»
14 years 23 days ago
Using Artificial Intelligence Planning to Automate Science Data Analysis for Large Image Databases
This paper describesthe use of AI planning techniques to representscientific, image processing, and software tool knowledge to automateknowledgediscoveryanddatamining (e.g.,scienc...
Steve A. Chien, Forest Fisher, Helen Mortensen, Ed...
KDD
1997
ACM
128views Data Mining» more  KDD 1997»
14 years 23 days ago
An Interactive Visualization Environment for Data Exploration
Exploratory data analysis is a process of sifting through data in search of interesting information or patterns. Analysts’ current tools for exploring data include database mana...
Mark Derthick, John Kolojejchick, Steven F. Roth
KDD
1997
ACM
84views Data Mining» more  KDD 1997»
14 years 23 days ago
Large Scale Data Mining: Challenges and Responses
Jaturon Chattratichat, John Darlington, Moustafa G...
KDD
1997
ACM
104views Data Mining» more  KDD 1997»
14 years 23 days ago
Proposal and Empirical Comparison of a Parallelizable Distance-Based Discretization Method
Many classification algorithms are designed to work with datasets that contain only discrete attributes. Discretization is the process of converting the continuous attributes of ...
Jesús Cerquides, Ramon López de M&aa...
KDD
1997
ACM
221views Data Mining» more  KDD 1997»
14 years 23 days ago
MineSet: An Integrated System for Data Mining
MineSetTM , Silicon Graphics’ interactive system for data mining, integrates three powerful technologies: database access, analytical data mining, and data visualization. It sup...
Clifford Brunk, James Kelly, Ron Kohavi
KDD
1997
ACM
130views Data Mining» more  KDD 1997»
14 years 23 days ago
Process-Based Database Support for the Early Indicator Method
In Wirth t Reinartz (1996), we introduced the early indicator method, a multi-strategy approach for the efficient prediction of various aspectsof the fault profile of a set of car...
Christoph Breitner, Jörg Schlösser, R&uu...