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» Using Macromodels to Manage Collections of Related Models
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87
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AIM
2006
15 years 2 months ago
Analysing dependencies between documentary fragments for the management of mediated communities of action
: This paper focuses on situations where documents serve to coordinate a distributed Community of Action engaged in a common goal-directed activity. In such contexts, a document ap...
Nicolas Prat, Manuel Zacklad
100
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ACL
2011
14 years 4 months ago
In-domain Relation Discovery with Meta-constraints via Posterior Regularization
We present a novel approach to discovering relations and their instantiations from a collection of documents in a single domain. Our approach learns relation types by exploiting m...
Harr Chen, Edward Benson, Tahira Naseem, Regina Ba...
105
Voted
ICDM
2005
IEEE
137views Data Mining» more  ICDM 2005»
15 years 6 months ago
Leveraging Relational Autocorrelation with Latent Group Models
The presence of autocorrelation provides a strong motivation for using relational learning and inference techniques. Autocorrelation is a statistical dependence between the values...
Jennifer Neville, David Jensen
112
Voted
BIBE
2007
IEEE
124views Bioinformatics» more  BIBE 2007»
15 years 7 months ago
Finding Cancer-Related Gene Combinations Using a Molecular Evolutionary Algorithm
—High-throughput data such as microarrays make it possible to investigate the molecular-level mechanism of cancer more efficiently. Computational methods boost the microarray ana...
Chan-Hoon Park, Soo-Jin Kim, Sun Kim, Dong-Yeon Ch...
SDM
2010
SIAM
256views Data Mining» more  SDM 2010»
15 years 2 months ago
The Application of Statistical Relational Learning to a Database of Criminal and Terrorist Activity
We apply statistical relational learning to a database of criminal and terrorist activity to predict attributes and event outcomes. The database stems from a collection of news ar...
B. Delaney, Andrew S. Fast, W. M. Campbell, C. J. ...