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» A Multi-Resolution Relational Data Model
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CORR
2010
Springer
53views Education» more  CORR 2010»
15 years 4 months ago
Prequential Plug-In Codes that Achieve Optimal Redundancy Rates even if the Model is Wrong
We analyse the prequential plug-in codes relative to one-parameter exponential families M. We show that if data are sampled i.i.d. from some distribution outside M, then the redund...
Peter Grünwald, Wojciech Kotlowski
DKE
2007
95views more  DKE 2007»
15 years 3 months ago
Strategies for improving the modeling and interpretability of Bayesian networks
One of the main factors for the knowledge discovery success is related to the comprehensibility of the patterns discovered by applying data mining techniques. Amongst which we can...
Ádamo L. de Santana, Carlos Renato Lisboa F...
ACL
2010
15 years 2 months ago
Open-Domain Semantic Role Labeling by Modeling Word Spans
Most supervised language processing systems show a significant drop-off in performance when they are tested on text that comes from a domain significantly different from the domai...
Fei Huang, Alexander Yates
PKDD
2007
Springer
193views Data Mining» more  PKDD 2007»
15 years 10 months ago
Learning Multi-dimensional Functions: Gas Turbine Engine Modeling
Abstract. This paper shows how multi-dimensional functions, describing the operation of complex equipment, can be learned. The functions are points in a shape space, each produced ...
Chris Drummond
MIE
2008
140views Healthcare» more  MIE 2008»
15 years 5 months ago
Clinical Processes in an Innovative Vascular Surgeon Community. Implications for Workflow Modeling
: Objective: To identify factors influencing variations in clinical work in the care of patients with abdominal aortic aneurism. Method: Ethnographic observations of 26 meetings be...
Berit Brattheim, Andreas R. Seim, Arild Faxvaag