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» A Multi-Resolution Relational Data Model
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MMS
2006
15 years 4 months ago
Update Relevance under the Multiset Semantics of RDBMS
: In order to reduce transmission costs and response time, mobile clients typically cache data locally. But, avoiding the usage of outdated data and maintaining the consistency of ...
Hagen Höpfner
BPM
2007
Springer
125views Business» more  BPM 2007»
15 years 10 months ago
What Makes Process Models Understandable?
Abstract. Despite that formal and informal quality aspects are of significant importance to business process modeling, there is only little empirical work reported on process mode...
Jan Mendling, Hajo A. Reijers, Jorge Cardoso
ICDE
2002
IEEE
104views Database» more  ICDE 2002»
16 years 5 months ago
Efficient Evaluation of Queries with Mining Predicates
Modern relational database systems are beginning to support ad hoc queries on mining models. In this paper, we explore novel techniques for optimizing queries that apply mining mo...
Surajit Chaudhuri, Vivek R. Narasayya, Sunita Sara...
ICML
2005
IEEE
16 years 5 months ago
Reducing overfitting in process model induction
In this paper, we review the paradigm of inductive process modeling, which uses background knowledge about possible component processes to construct quantitative models of dynamic...
Will Bridewell, Narges Bani Asadi, Pat Langley, Lj...
EDM
2009
147views Data Mining» more  EDM 2009»
15 years 2 months ago
Using Dirichlet priors to improve model parameter plausibility
Student modeling is a widely used approach to make inference about a student's attributes like knowledge, learning, etc. If we wish to use these models to analyze and better u...
Dovan Rai, Yue Gong, Joseph Beck