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» Data Reduction Using Multiple Models Integration
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CIDM
2009
IEEE
15 years 9 months ago
Diversity analysis on imbalanced data sets by using ensemble models
— Many real-world applications have problems when learning from imbalanced data sets, such as medical diagnosis, fraud detection, and text classification. Very few minority clas...
Shuo Wang, Xin Yao
GISCIENCE
2010
Springer
231views GIS» more  GISCIENCE 2010»
15 years 3 months ago
Efficient Data Collection and Event Boundary Detection in Wireless Sensor Networks Using Tiny Models
Using wireless geosensor networks (WGSN), sensor nodes often monitor a phenomenon that is both continuous in time and space. However, sensor nodes take discrete samples, and an ana...
Kraig King, Silvia Nittel
SEKE
2010
Springer
15 years 21 days ago
A Project Monitoring Cockpit Based On Integrating Data Sources in Open Source Software Development
— Many open source software (OSS) development projects use tools and models that come from heterogeneous sources. A project manager, who wants to analyze indicators for the state...
Stefan Biffl, Wikan Danar Sunindyo, Thomas Moser
109
Voted
HICSS
2005
IEEE
148views Biometrics» more  HICSS 2005»
15 years 8 months ago
Common Data Model for Design Document Exchange in Business-to-Business Networks
Design documents can be exchanged in business-tobusiness networks through Product Data Management (PDM) system integration. This rarely used approach provides new possibilities fo...
Katrine Jokinen, Jukka Borgman, Reijo Sulonen
TMI
2010
164views more  TMI 2010»
14 years 9 months ago
Robust Reconstruction of MRSI Data Using a Sparse Spectral Model and High Resolution MRI Priors
We introduce a novel algorithm to address the challenges in magnetic resonance (MR) spectroscopic imaging. In contrast to classical sequential data processing schemes, the proposed...
Ramin Eslami, Mathews Jacob