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» Working Models for Uncertain Data
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116
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ER
2001
Springer
60views Database» more  ER 2001»
15 years 8 months ago
Tripod: A Comprehensive Model for Spatial and Aspatial Historical Objects
Abstract Spatio-temporal extensions to data models have been an active area of research for a number of years. To date, much of this work has focused on the relational data model, ...
Tony Griffiths, Alvaro A. A. Fernandes, Norman W. ...
119
Voted
JMLR
2002
138views more  JMLR 2002»
15 years 3 months ago
Learning Probabilistic Models of Link Structure
Most real-world data is heterogeneous and richly interconnected. Examples include the Web, hypertext, bibliometric data and social networks. In contrast, most statistical learning...
Lise Getoor, Nir Friedman, Daphne Koller, Benjamin...
160
Voted
PKDD
2010
Springer
313views Data Mining» more  PKDD 2010»
15 years 2 months ago
Topic Modeling for Personalized Recommendation of Volatile Items
One of the major strengths of probabilistic topic modeling is the ability to reveal hidden relations via the analysis of co-occurrence patterns on dyadic observations, such as docu...
Maks Ovsjanikov, Ye Chen
108
Voted
ICDM
2008
IEEE
92views Data Mining» more  ICDM 2008»
15 years 10 months ago
A Shrinkage Approach for Modeling Non-stationary Relational Autocorrelation
Recent research has shown that collective classification in relational data often exhibit significant performance gains over conventional approaches that classify instances indi...
Pelin Angin, Jennifer Neville
116
Voted
SIGGRAPH
1991
ACM
15 years 7 months ago
Sculpting: an interactive volumetric modeling technique
We present a new interactive modeling technique based on the notion of sculpting a solid material. A sculpting tool is controlled by a 3D input device and the material is represen...
Tinsley A. Galyean, John F. Hughes