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DATAMINE
2006
139views more  DATAMINE 2006»
14 years 10 months ago
VizRank: Data Visualization Guided by Machine Learning
Data visualization plays a crucial role in identifying interesting patterns in exploratory data analysis. Its use is, however, made difficult by the large number of possible data p...
Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko
CE
2008
160views more  CE 2008»
14 years 10 months ago
Data mining in course management systems: Moodle case study and tutorial
Educational data mining is an emerging discipline, concerned with developing methods for exploring the unique types of data that come from the educational context. This work is a ...
Cristóbal Romero, Sebastián Ventura,...
ICDM
2006
IEEE
152views Data Mining» more  ICDM 2006»
15 years 4 months ago
Application of Graph-based Data Mining to Metabolic Pathways
We present a method for finding biologically meaningful patterns on metabolic pathways using the SUBDUE graph-based relational learning system. A huge amount of biological data t...
Chang Hun You, Lawrence B. Holder, Diane J. Cook
CSL
2006
Springer
14 years 10 months ago
A study in machine learning from imbalanced data for sentence boundary detection in speech
Enriching speech recognition output with sentence boundaries improves its human readability and enables further processing by downstream language processing modules. We have const...
Yang Liu, Nitesh V. Chawla, Mary P. Harper, Elizab...
SIGMOD
2001
ACM
92views Database» more  SIGMOD 2001»
15 years 10 months ago
Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach
AnHai Doan, Pedro Domingos, Alon Y. Halevy