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» Modelling Ecological Data
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184
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ICML
2004
IEEE
16 years 8 months ago
Improving SVM accuracy by training on auxiliary data sources
The standard model of supervised learning assumes that training and test data are drawn from the same underlying distribution. This paper explores an application in which a second...
Pengcheng Wu, Thomas G. Dietterich
210
Voted
VLDB
2004
ACM
111views Database» more  VLDB 2004»
16 years 19 days ago
Technology Challenges in a Data Warehouse
This presentation will discuss several database technology challenges that are faced when building a data warehouse. It will touch on the challenges posed by high capacity drives ...
Ramesh Bhashyam
199
Voted
SAC
2003
ACM
16 years 16 days ago
UbiData: Ubiquitous Mobile File Service
One of the most challenging objectives of mobile data management is the ubiquitous, any time, anywhere access. This objective is very difficult to meet due to several network and ...
Jinsuo Zhang, Abdelsalam Helal, Joachim Hammer
KDD
2002
ACM
157views Data Mining» more  KDD 2002»
16 years 7 months ago
Transforming data to satisfy privacy constraints
Data on individuals and entities are being collected widely. These data can contain information that explicitly identifies the individual (e.g., social security number). Data can ...
Vijay S. Iyengar
251
Voted
ICASSP
2011
IEEE
14 years 11 months ago
Belief theoretic methods for soft and hard data fusion
In many contexts, one is confronted with the problem of extracting information from large amounts of different types soft data (e.g., text) and hard data (from e.g., physics-based...
Thanuka Wickramarathne, Kamal Premaratne, Manohar ...