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SDM
2010
SIAM
217views Data Mining» more  SDM 2010»
14 years 11 months ago
Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs
Collaborative filtering is an important topic in data mining and has been widely used in recommendation system. In this paper, we proposed a unified model for collaborative fil...
Quanquan Gu, Jie Zhou, Chris H. Q. Ding
TPDS
2010
256views more  TPDS 2010»
14 years 11 months ago
Privacy-Conscious Location-Based Queries in Mobile Environments
— In location-based services, users with location-aware mobile devices are able to make queries about their surroundings anywhere and at any time. While this ubiquitous computing...
Jianliang Xu, Xueyan Tang, Haibo Hu, Jing Du
VR
2010
IEEE
147views Virtual Reality» more  VR 2010»
14 years 11 months ago
Avatar self-embodiment enhances distance perception accuracy in non-photorealistic immersive virtual environments
Non-photorealistically rendered (NPR) immersive virtual environments (IVEs) can facilitate conceptual design in architecture by enabling preliminary design sketches to be previewe...
Lane Phillips, Brian Ries, Michael Kaeding, Victor...
DLS
2010
204views Languages» more  DLS 2010»
14 years 10 months ago
Alias analysis for optimization of dynamic languages
Dynamic languages such as Python allow programs to be written more easily using high-level constructs such as comprehensions for queries and using generic code. Efficient executio...
Michael Gorbovitski, Yanhong A. Liu, Scott D. Stol...
ICDM
2010
IEEE
168views Data Mining» more  ICDM 2010»
14 years 10 months ago
Anomaly Detection Using an Ensemble of Feature Models
We present a new approach to semi-supervised anomaly detection. Given a set of training examples believed to come from the same distribution or class, the task is to learn a model ...
Keith Noto, Carla E. Brodley, Donna K. Slonim