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» The Predictability of Data Values
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HICSS
2003
IEEE
128views Biometrics» more  HICSS 2003»
15 years 8 months ago
Sensor Fusion and Complex Data Analysis for Predictive Maintenance
An essential step toward the development of an intelligent substation is to provide self-diagnosing capability at the equipment level. Transformers, circuit breakers and other sub...
Rahmat Shoureshi, Tim Norick, David Linder, John W...
122
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NIPS
2003
15 years 4 months ago
Link Prediction in Relational Data
Many real-world domains are relational in nature, consisting of a set of objects related to each other in complex ways. This paper focuses on predicting the existence and the type...
Benjamin Taskar, Ming Fai Wong, Pieter Abbeel, Dap...
118
Voted
ICDM
2008
IEEE
110views Data Mining» more  ICDM 2008»
15 years 9 months ago
Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data
Class imbalance is a ubiquitous problem in supervised learning and has gained wide-scale attention in the literature. Perhaps the most prevalent solution is to apply sampling to t...
David A. Cieslak, Nitesh V. Chawla
ECCV
2010
Springer
15 years 4 months ago
A Data-Driven Approach for Event Prediction
When given a single static picture, humans can not only interpret the instantaneous content captured by the image, but also they are able to infer the chain of dynamic events that ...
Jenny Yuen, Antonio Torralba
GFKL
2005
Springer
175views Data Mining» more  GFKL 2005»
15 years 8 months ago
GfKl Data Mining Competition 2005: Predicting Liquidity Crises of Companies
Jens Strackeljan, Roland Jonscher, Sigurd Prieur, ...