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KDD
2004
ACM
154views Data Mining» more  KDD 2004»
14 years 8 months ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker
CIVR
2009
Springer
133views Image Analysis» more  CIVR 2009»
14 years 2 months ago
MonuAnno: automatic annotation of georeferenced landmarks images
Uploading tourist photographs is a popular activity on photo sharing platforms. The manual annotation of these images is a tedious process and the users often upload their images ...
Adrian Popescu, Pierre-Alain Moëllic
CORR
2008
Springer
132views Education» more  CORR 2008»
13 years 8 months ago
Materialized View Selection by Query Clustering in XML Data Warehouses
XML data warehouses form an interesting basis for decision-support applications that exploit complex data. However, native XML database management systems currently bear limited p...
Hadj Mahboubi, Kamel Aouiche, Jérôme ...
SIGMOD
2008
ACM
140views Database» more  SIGMOD 2008»
13 years 8 months ago
Near-optimal algorithms for shared filter evaluation in data stream systems
We consider the problem of evaluating multiple overlapping queries defined on data streams, where each query is a conjunction of multiple filters and each filter may be shared acr...
Zhen Liu, Srinivasan Parthasarathy 0002, Anand Ran...
ADBIS
2007
Springer
74views Database» more  ADBIS 2007»
14 years 2 months ago
Preventing Orphan Requests by Integrating Replication and Transactions
Replication is crucial to achieve high availability distributed systems. However, non-determinism introduces consistency problems between replicas. Transactions are very well suite...
Heine Kolltveit, Svein-Olaf Hvasshovd