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» A Data Model for XML Databases
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147
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JMLR
2010
119views more  JMLR 2010»
14 years 10 months ago
The Coding Divergence for Measuring the Complexity of Separating Two Sets
In this paper we integrate two essential processes, discretization of continuous data and learning of a model that explains them, towards fully computational machine learning from...
Mahito Sugiyama, Akihiro Yamamoto
118
Voted
VLDB
2005
ACM
96views Database» more  VLDB 2005»
15 years 9 months ago
Supporting RFID-based Item Tracking Applications in Oracle DBMS Using a Bitmap Datatype
Radio Frequency Identification (RFID) based item-level tracking holds the promise of revolutionizing supply-chain, retail store, and asset management applications. However, the hi...
Ying Hu, Seema Sundara, Timothy Chorma, Jagannatha...
173
Voted
VLDB
2001
ACM
190views Database» more  VLDB 2001»
15 years 8 months ago
LEO - DB2's LEarning Optimizer
Most modern DBMS optimizers rely upon a cost model to choose the best query execution plan (QEP) for any given query. Cost estimates are heavily dependent upon the optimizer’s e...
Michael Stillger, Guy M. Lohman, Volker Markl, Mok...
149
Voted
SAC
2010
ACM
14 years 10 months ago
A study on interestingness measures for associative classifiers
Associative classification is a rule-based approach to classify data relying on association rule mining by discovering associations between a set of features and a class label. Su...
Mojdeh Jalali Heravi, Osmar R. Zaïane
WWW
2010
ACM
15 years 10 months ago
Find me if you can: improving geographical prediction with social and spatial proximity
Geography and social relationships are inextricably intertwined; the people we interact with on a daily basis almost always live near us. As people spend more time online, data re...
Lars Backstrom, Eric Sun, Cameron Marlow