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Apache Mahout

Apache Mahout is a project of the Apache Software Foundation to produce free implementations of distributed or otherwise scalable machine learning… Expand
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Papers overview

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2017
2017
Once the exclusive domain of academics and corporations with large research budgets, intelligent applications that learn from… Expand
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2016
2016
Movie recommendation systems are important tools that suggest films with respect to users’ choices through item-based… Expand
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2015
2015
Abstract Recommendation systems use knowledge discovery and statistical methods for recommending items to users. In any… Expand
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Highly Cited
2013
Highly Cited
2013
SummaryTaming Text is a hands-on, example-driven guide to working with unstructured text in the context of real-world… Expand
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2012
2012
In many domains such as Telecom various scenarios necessitate the processing of large amounts of data using statistical and… Expand
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Highly Cited
2012
Highly Cited
2012
Latent Dirichlet Allocation (LDA) is a popular topic modeling technique for exploring document collections. Because of the… Expand
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Highly Cited
2011
Highly Cited
2011
SummaryMahout in Action is a hands-on introduction to machine learning with Apache Mahout. Following real-world examples, the… Expand
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Highly Cited
2011
Highly Cited
2011
Datacenters need high-bandwidth interconnection fabrics. Several researchers have proposed highly-redundant topologies with… Expand
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2011
2011
Working with large data sets is increasingly common in research and industry. There are some distributed data analytics solutions… Expand
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Highly Cited
2011
Highly Cited
2011
The K-Means is a well known clustering algorithm that has been successfully applied to a wide variety of problems. However, its… Expand
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