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Data mining

Principal component-based weighted indices and a framework to evaluate indices: Results from the Medical Expenditure Panel Survey 1996 to 2011

Yi-Sheng Chao, Chao-Jung Wu

Protein abundances can distinguish between naturally-occurring and laboratory strains of Yersinia pestis, the causative agent of plague

Eric D. Merkley, Landon H. Sego, [ ... ], Helen W. Kreuzer

New approach to generating insights for aging research based on literature mining and knowledge integration

Yeondae Kwon, Yukikazu Natori, Masaru Tanokura

Investigating spousal concordance of diabetes through statistical analysis and data mining

Jong-Yi Wang, Chiu-Shong Liu, [ ... ], Ming-Hung Lin

Using k-dependence causal forest to mine the most significant dependency relationships among clinical variables for thyroid disease diagnosis

LiMin Wang, FangYuan Cao, [ ... ], LiYan Dong

Assessing public forecasts to encourage accountability: The case of MIT’s Technology Review

Jeffrey Funk

Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets

Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

A novel on-line spatial-temporal k-anonymity method for location privacy protection from sequence rules-based inference attacks

Haitao Zhang, Chenxue Wu, [ ... ], Yunhong Zhu

Regional co-location pattern scoping on a street network considering distance decay effects of spatial interaction

Wenhao Yu

Mining of high utility-probability sequential patterns from uncertain databases

Binbin Zhang, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Ting Li

Exploring the potential of open big data from ticketing websites to characterize travel patterns within the Chinese high-speed rail system

Sheng Wei, Jinfu Yuan, [ ... ], Chi Xu

Robust auto-weighted multi-view subspace clustering with common subspace representation matrix

Wenzhang Zhuge, Chenping Hou, [ ... ], Dongyun Yi

Tree-based approach for exploring marine spatial patterns with raster datasets

Xiaohan Liao, Cunjin Xue, Fenzhen Su

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