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» Data Mining: Machine Learning, Statistics, and Databases
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MIE
2008
119views Healthcare» more  MIE 2008»
15 years 1 months ago
Using Knowledge for Indexing Health Web Resources in a Quality-Controlled Gateway
Objectives: The aim of this study is to provide to indexers MeSH terms to be considered as major ones in a list of terms automatically extracted from a document. Material and metho...
Michel Joubert, Stéfan Jacques Darmoni, Pau...
COLT
2000
Springer
15 years 4 months ago
Model Selection and Error Estimation
We study model selection strategies based on penalized empirical loss minimization. We point out a tight relationship between error estimation and data-based complexity penalizatio...
Peter L. Bartlett, Stéphane Boucheron, G&aa...
KDD
2004
ACM
124views Data Mining» more  KDD 2004»
16 years 7 days ago
Eigenspace-based anomaly detection in computer systems
We report on an automated runtime anomaly detection method at the application layer of multi-node computer systems. Although several network management systems are available in th...
Hisashi Kashima, Tsuyoshi Idé
CHI
2011
ACM
14 years 3 months ago
Modeling users of intelligent systems
While many devices today increasingly have the ability to predict human activities, it is still difficult to build accurate personalized machine learning models. As users today wi...
Stephanie Rosenthal
BMCBI
2008
228views more  BMCBI 2008»
14 years 12 months ago
Adaptive diffusion kernel learning from biological networks for protein function prediction
Background: Machine-learning tools have gained considerable attention during the last few years for analyzing biological networks for protein function prediction. Kernel methods a...
Liang Sun, Shuiwang Ji, Jieping Ye