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ICANN
2011
Springer
14 years 11 months ago
Bias of Importance Measures for Multi-valued Attributes and Solutions
Attribute importance measures for supervised learning are important for improving both learning accuracy and interpretability. However, it is well-known there could be bias when th...
Houtao Deng, George C. Runger, Eugene Tuv
238
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SIGCSE
2012
ACM
284views Education» more  SIGCSE 2012»
14 years 3 months ago
Teaching operating systems using android
The computing landscape is shifting towards mobile devices. To learn about operating systems, it is increasingly important for students to gain hands-on kernel programming experie...
Jeremy Andrus, Jason Nieh
272
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TEI
2012
ACM
331views Hardware» more  TEI 2012»
14 years 3 months ago
Body-centric interaction with mobile devices
Most current mobile technologies require on-screen operations for interacting with devices’ visual contents. However, as a trade-off for mobility, screens usually provide limite...
Xiang 'Anthony' Chen
262
Voted
WSDM
2012
ACM
334views Data Mining» more  WSDM 2012»
14 years 3 months ago
mTrust: discerning multi-faceted trust in a connected world
Traditionally, research about trust assumes a single type of trust between users. However, trust, as a social concept, inherently has many facets indicating multiple and heterogen...
Jiliang Tang, Huiji Gao, Huan Liu
242
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TMC
2012
13 years 10 months ago
Mobile Data Offloading through Opportunistic Communications and Social Participation
—3G networks are currently overloaded, due to the increasing popularity of various applications for smartphones. Offloading mobile data traffic through opportunistic communicatio...
Bo Han, Pan Hui, V. S. Anil Kumar, Madhav V. Marat...