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Abstract. In many situations, high dimensional data can be considered as sampled functions. We show in this paper how to implement a Self-Organizing Map (SOM) on such data by appro...

Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Go...

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COLING
2000

110views Computational Linguistics» more COLING 2000»

Learning Word Clusters from Data Types

15 years 5 months ago

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The paper illustrates a linguistic knowledge acquisition model making use of data types, innite memory, and an inferential mechanism for inducing new information from known data. ...

Paolo Allegrini, Simonetta Montemagni, Vito Pirrel...

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IPPS
2010
IEEE

335views Distributed And Parallel Com...» more IPPS 2010»

Improving MapReduce performance through data placement in heterogeneous Hadoop clusters

15 years 1 months ago

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MapReduce has become an important distributed processing model for large-scale data-intensive applications like data mining and web indexing. Hadoop

Jiong Xie, Shu Yin, Xiaojun Ruan, Zhiyang Ding, Yu...