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» Using Open Data Collection for Intelligent Software
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UAI
1993
15 years 4 months ago
Using Causal Information and Local Measures to Learn Bayesian Networks
In previous work we developed a method of learning Bayesian Network models from raw data. This method relies on the well known minimal description length (MDL) principle. The MDL ...
Wai Lam, Fahiem Bacchus
ISBI
2004
IEEE
16 years 3 months ago
SCIRun/BioPSE: Integrated Problem Solving Environment for Bioelectric Field Problems and Visualization
SCIRun is a general purpose problem solving environment that seeks to integrate the steps of preparing, executing, and visualizing simulations of physical and biological systems. ...
Robert S. MacLeod, David M. Weinstein, J. Davison ...
AISADM
2005
Springer
15 years 8 months ago
An Architecture for Distributed Agent-Based Data Preprocessing
Advances in agent technologies have fueled interest towards combining agent-based techniques with tools from data mining. Furthermore, the advent of the ubiquitous computing paradi...
Petteri Nurmi, Michael Przybilski, Greger Lind&eac...
154
Voted
KDD
2004
ACM
136views Data Mining» more  KDD 2004»
16 years 3 months ago
A cross-collection mixture model for comparative text mining
In this paper, we define and study a novel text mining problem, which we refer to as Comparative Text Mining (CTM). Given a set of comparable text collections, the task of compara...
ChengXiang Zhai, Atulya Velivelli, Bei Yu
GPCE
2007
Springer
15 years 9 months ago
Simple and safe SQL queries with c++ templates
Most software applications use a relational database for data management and storage. Interaction with such a database is often done by letting the program construct strings with ...
Joseph Gil, Keren Lenz