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» ITS Domain Modelling with Ontology
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DATAMINE
1999
81views more  DATAMINE 1999»
14 years 11 months ago
The Role of Occam's Razor in Knowledge Discovery
Many KDD systems incorporate an implicit or explicit preference for simpler models, but this use of "Occam's razor" has been strongly criticized by several authors (...
Pedro Domingos
WSDM
2012
ACM
245views Data Mining» more  WSDM 2012»
13 years 7 months ago
The early bird gets the buzz: detecting anomalies and emerging trends in information networks
In this work we propose a novel approach to anomaly detection in streaming communication data. We first build a stochastic model for the system based on temporal communication pa...
Brian Thompson
TCS
2011
14 years 6 months ago
On the relationship between fuzzy and Boolean cellular automata
Fuzzy cellular automata (FCA) are continuous cellular automata where the local rule is defined as the “fuzzification" of the local rule of a corresponding Boolean cellula...
Heather Betel, Paola Flocchini
ICSE
2007
IEEE-ACM
15 years 12 months ago
Supporting Heterogeneous Architecture Descriptions in an Extensible Toolset
Many architecture description languages (ADLs) have been proposed to model, analyze, configure, and deploy complex software systems. To face this diversity, extensible ADLs (or AD...
Ali Erdem Özcan, Jean-Bernard Stefani, Matthi...
CEC
2009
IEEE
15 years 6 months ago
An evaluation of Differential Evolution in software test data generation
— One of the main tasks software testing involves is the generation of the test inputs to be used during the test. Due to its expensive cost, the automation of this task has beco...
Ricardo Landa Becerra, Ramón Sagarna, Xin Y...