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» PASSing the provenance challenge
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IJCNN
2007
IEEE
14 years 5 months ago
PSMS for Neural Networks on the IJCNN 2007 Agnostic vs Prior Knowledge Challenge
— Artificial neural networks have been proven to be
Hugo Jair Escalante, Manuel Montes-y-Gómez,...
FAST
2009
13 years 8 months ago
Story Book: An Efficient Extensible Provenance Framework
Most application provenance systems are hard coded for a particular type of system or data, while current provenance file systems maintain in-memory provenance graphs and reside i...
Richard P. Spillane, Russell Sears, Chaitanya Yala...
ICDT
2011
ACM
213views Database» more  ICDT 2011»
13 years 2 months ago
On provenance and privacy
Provenance in scientific workflows is a double-edged sword. On the one hand, recording information about the module executions used to produce a data item, as well as the parame...
Susan B. Davidson, Sanjeev Khanna, Sudeepa Roy, Ju...
DEBU
2007
141views more  DEBU 2007»
13 years 10 months ago
Issues in Building Practical Provenance Systems
The importance of maintaining provenance has been widely recognized, particularly with respect to highly-manipulated data. However, there are few deployed databases that provide p...
Adriane Chapman, H. V. Jagadish
ICDE
2005
IEEE
115views Database» more  ICDE 2005»
14 years 4 months ago
Provenance-Aware Sensor Data Storage
Abstract— Sensor network data has both historical and realtime value. Making historical sensor data useful, in particular, requires storage, naming, and indexing. Sensor data pre...
Jonathan Ledlie, Chaki Ng, David A. Holland