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» Modeling Problem Transformations based on Data Complexity
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132
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CIKM
2008
Springer
15 years 4 months ago
SoRec: social recommendation using probabilistic matrix factorization
Data sparsity, scalability and prediction quality have been recognized as the three most crucial challenges that every collaborative filtering algorithm or recommender system conf...
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
139
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BMCBI
2006
157views more  BMCBI 2006»
15 years 2 months ago
Comparison of protein interaction networks reveals species conservation and divergence
Background: Recent progresses in high-throughput proteomics have provided us with a first chance to characterize protein interaction networks (PINs), but also raised new challenge...
Zhi Liang, Meng Xu, Maikun Teng, Liwen Niu
172
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CORR
2011
Springer
235views Education» more  CORR 2011»
14 years 9 months ago
On the accuracy of language trees
Historical linguistics aims at inferring the most likely language phylogenetic tree starting from information concerning the evolutionary relatedness of languages. The available i...
Simone Pompei, Vittorio Loreto, Francesca Tria
164
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SIGMOD
2011
ACM
299views Database» more  SIGMOD 2011»
14 years 5 months ago
Processing theta-joins using MapReduce
Joins are essential for many data analysis tasks, but are not supported directly by the MapReduce paradigm. While there has been progress on equi-joins, implementation of join alg...
Alper Okcan, Mirek Riedewald
111
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IUI
2004
ACM
15 years 8 months ago
What role can adaptive support play in an adaptable system?
As computer applications become larger with every new version, there is a growing need to provide some way for users to manage the interface complexity. There are three different ...
Andrea Bunt, Cristina Conati, Joanna McGrenere
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