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AI
2007
Springer
15 years 6 months ago
Argument based machine learning
We present a novel approach to machine learning, called ABML (argumentation based ML). This approach combines machine learning from examples with concepts from the field of argum...
Martin Mozina, Jure Zabkar, Ivan Bratko
DSS
2008
130views more  DSS 2008»
15 years 6 months ago
Knowledge representation concepts for automated SLA management
Outsourcing of complex IT infrastructure to IT service providers has increased substantially during the past years. IT service providers must be able to fulfil their service-qualit...
Adrian Paschke, Martin Bichler
JUCS
2008
129views more  JUCS 2008»
15 years 6 months ago
Easing the Smart Home: Semi-automatic Adaptation in Perceptive Environments
: This paper analyses the requirements of automation and adaptation in the so called perceptive environments. These environments are places with the ability of perceiving the conte...
Manuel García-Herranz, Pablo A. Haya, Abrah...
KAIS
2006
121views more  KAIS 2006»
15 years 6 months ago
TEG-a hybrid approach to information extraction
Abstract This paper describes a hybrid statistical and knowledge-based inforQ1 mation extraction model, able to extract entities and relations at the sentence level. The model atte...
Ronen Feldman, Binyamin Rosenfeld, Moshe Fresko
GPEM
2007
71views more  GPEM 2007»
15 years 6 months ago
Integrating generative growth and evolutionary computation for form exploration
We present a novel means of algorithmically describing a growth process that is an extension of Lindenmayer’s Map L-systems. This growth process relies upon a set of rewrite rule...
Una-May O'Reilly, Martin Hemberg