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» Analyzing Problem Frames together with Solution Patterns
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JMLR
2008
137views more  JMLR 2008»
13 years 7 months ago
Online Learning of Complex Prediction Problems Using Simultaneous Projections
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer
PERCOM
2006
ACM
14 years 7 months ago
Unearthing Design Patterns to Support Context-Awareness
The lack of structured methodologies and software engineering efforts on designing the support of contextawareness in pervasive systems hinders the potential advantages of analyzi...
Oriana Riva, Cristiano di Flora, Stefano Russo, Ki...
ICDM
2009
IEEE
148views Data Mining» more  ICDM 2009»
14 years 2 months ago
Online System Problem Detection by Mining Patterns of Console Logs
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
Wei Xu, Ling Huang, Armando Fox, David Patterson, ...
GIS
1999
ACM
13 years 11 months ago
Specifying Analysis Patterns for Geographic Databases on the Basis of a Conceptual Framework
Frameworks and Patterns are important instruments that enable the reuse of successful software solutions in recurrent problems. Geographic information systems, on the other hand, ...
Jugurta Lisboa Filho, Cirano Iochpe
CAEPIA
2003
Springer
13 years 11 months ago
Embracing Causality in Inducing the Effects of Actions
Abstract. The following problem will be considered: from scattered examples on the behavior of a dynamic system induce a description of the system. For the induced description to b...
Ramón P. Otero