135 search results - page 22 / 27 » A Database-Hadoop Hybrid Approach to Scalable Machine Learni... |
149
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IUI
2010
ACM
15 years 11 months ago
2010
ACM
Information about the location and size of the targets that users interact with in real world settings can enable new innovations in human performance assessment and software usab...
158
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ICIP
2010
IEEE
15 years 2 months ago
2010
IEEE
Most approaches to learn classifiers for structured objects (e.g., images) use generative models in a classical Bayesian framework. However, state-of-the-art classifiers for vecto...
178
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PVLDB
2010
14 years 11 months ago
2010
We present Schism, a novel workload-aware approach for database partitioning and replication designed to improve scalability of sharednothing distributed databases. Because distri...
143
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ICDCS
2002
IEEE
15 years 9 months ago
2002
IEEE
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...
137
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SIGMOD
2010
ACM
15 years 9 months ago
2010
ACM
HadoopDB is a hybrid of MapReduce and DBMS technologies, designed to meet the growing demand of analyzing massive datasets on very large clusters of machines. Our previous work ha...