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114
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ICML
2010
IEEE
14 years 10 months ago
Learning optimally diverse rankings over large document collections
Most learning to rank research has assumed that the utility of different documents is independent, which results in learned ranking functions that return redundant results. The fe...
Aleksandrs Slivkins, Filip Radlinski, Sreenivas Go...
105
Voted
GROUP
2009
ACM
15 years 5 months ago
Musical fingerprints: collaboration around home media collections
As people collect more and more digital music, photos, and video, the growing scale of the collection challenges how families share and collaborate around home media collections. ...
Robin Sease, David W. McDonald
AH
2008
Springer
15 years 7 months ago
Collection Browsing through Automatic Hierarchical Tagging
In order to navigate huge document collections efficiently, tagged hierarchical structures can be used. For users, it is important to correctly interpret tag combinations. In this ...
Korinna Bade, Marcel Hermkes
128
Voted
BIBM
2010
IEEE
158views Bioinformatics» more  BIBM 2010»
14 years 11 months ago
Protein-protein interaction prediction via Collective Matrix Factorization
Abstract--Protein-protein interactions (PPI) play an important role in cellular processes and metabolic processes within a cell. An important task is to determine the existence of ...
Qian Xu, Evan Wei Xiang, Qiang Yang
87
Voted
JMLR
2010
105views more  JMLR 2010»
14 years 7 months ago
Collective Inference for Extraction MRFs Coupled with Symmetric Clique Potentials
Many structured information extraction tasks employ collective graphical models that capture interinstance associativity by coupling them with various clique potentials. We propos...
Rahul Gupta, Sunita Sarawagi, Ajit A. Diwan