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» A comparison of two approaches to pseudorandomness
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CIS
2007
Springer
15 years 6 months ago
Mining with Noise Knowledge: Error Aware Data Mining
—Real-world data mining deals with noisy information sources where data collection inaccuracy, device limitations, data transmission and discretization errors, or man-made pertur...
Xindong Wu
GFKL
2007
Springer
180views Data Mining» more  GFKL 2007»
15 years 6 months ago
Content-based Dimensionality Reduction for Recommender Systems
Recommender Systems are gaining widespread acceptance in e-commerce applications to confront the information overload problem. Collaborative Filtering (CF) is a successful recommen...
Panagiotis Symeonidis
SUM
2007
Springer
15 years 6 months ago
Combining Uncertain Outputs from Multiple Ontology Matchers
Abstract. An ontology matching method (or a matcher) aims at matching every entity (or concept) in one ontology to the most suitable entity (or entities) in another ontology. Usual...
Ying Wang, Weiru Liu, David A. Bell
ICMCS
2006
IEEE
101views Multimedia» more  ICMCS 2006»
15 years 5 months ago
Power-Aware Particle Filtering for Video Tracking
This paper presents a novel approach to particle filtering which minimizes the total tracking distortion by considering dynamic variance of proposal density and adaptive number o...
Pan Pan, Dan Schonfeld
IROS
2006
IEEE
125views Robotics» more  IROS 2006»
15 years 5 months ago
Surface Recognition by Registering Data Curves from Touch
Model-based recognition of an object typically involves matching dense 3D range data. The computational cost is directly affected by the amount of data of which a transformation n...
Rinat Ibrayev, Yan-Bin Jia