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ARCS
2004
Springer
14 years 1 months ago
Heterogenous Data Fusion via a Probabilistic Latent-Variable Model
In a pervasive computing environment, one is facing the problem of handling heterogeneous data from different sources, transmitted over heterogeneous channels and presented on het...
Kai Yu, Volker Tresp
ICDE
2008
IEEE
563views Database» more  ICDE 2008»
15 years 7 months ago
Probabilistic Verifiers: Evaluating Constrained Nearest-Neighbor Queries over Uncertain Data
In applications like location-based services, sensor monitoring and biological databases, the values of the database items are inherently uncertain in nature. An important query fo...
Reynold Cheng, Jinchuan Chen, Mohamed F. Mokbel, C...
KDD
2001
ACM
156views Data Mining» more  KDD 2001»
14 years 8 months ago
Classification of genes using probabilistic models of microarray expression profiles
Paul Pavlidis, Christopher Tang, William Stafford ...
KDD
2000
ACM
107views Data Mining» more  KDD 2000»
13 years 11 months ago
A general probabilistic framework for clustering individuals and objects
Igor V. Cadez, Scott Gaffney, Padhraic Smyth