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SDM
2012
SIAM
294views Data Mining» more  SDM 2012»
13 years 9 months ago
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guil...
WIAS
2010
102views more  WIAS 2010»
15 years 5 months ago
Information security underlying transparent computing: Impacts, visions and challenges
The rapid development of computer network technologies and social informationalization has brought many new opportunities and challenges in information security. With improved info...
Yaoxue Zhang, Laurence Tianruo Yang, Yuezhi Zhou, ...
BMCBI
2007
142views more  BMCBI 2007»
15 years 6 months ago
LinkHub: a Semantic Web system that facilitates cross-database queries and information retrieval in proteomics
nd: A key abstraction in representing proteomics knowledge is the notion of unique identifiers for individual entities (e.g. proteins) and the massive graph of relationships among...
Andrew K. Smith, Kei-Hoi Cheung, Kevin Y. Yip, Mar...
BMCBI
2008
124views more  BMCBI 2008»
15 years 6 months ago
RPPAML/RIMS: A metadata format and an information management system for reverse phase protein arrays
Background: Reverse Phase Protein Arrays (RPPA) are convenient assay platforms to investigate the presence of biomarkers in tissue lysates. As with other high-throughput technolog...
Romesh Stanislaus, Mark Carey, Helena F. Deus, Kev...
MOBISYS
2010
ACM
15 years 9 months ago
MoVi: mobile phone based video highlights via collaborative sensing
Sensor networks have been conventionally defined as a network of sensor motes that collaboratively detect events and report them to a remote monitoring station. This paper makes a...
Xuan Bao, Romit Roy Choudhury