Hypotheses and Inductive Predictions
نویسندگان
چکیده
منابع مشابه
The Relation between Abductive Hypotheses and Inductive Hypotheses
In the AI eld, abduction is used for design, diagnosis and other tasks. This is because abduction is a sort of predictive inference. On the other hand, induction is used for classiication. For example, ILP nds greater tendencies in examples and learns general rules from the examples and background knowledge. Recently, the integration of abduction and induction has become a hot issue. In this pa...
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Inductive logic programming (ILP) is a subfield of machine learning which uses first-order logic as a uniform representation for examples, background knowledge and hypotheses (Muggleton and De Raedt, 1994). In this paper we deal with a so called template consistency problem, which is one of essential tasks in ILP (Gottlob et al 1999). In particular, given learning examples and template T, we ar...
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Department of Computer Science, ETH Zurich, CH-8092 Zurich, Switzerland; Software Department, Technical University of Catalonia (UPC), C/Colom 11, Terrassa 08222, Spain; Software Department, Technical University of Catalonia (UPC), Jordi Girona Salgado 1-3, Barcelona 08034, Spain; Institute Robotics & Industrial Informatics, Technical University of Catalonia (UPC), LLorens i Artigas 4-6, Barcel...
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David J. Currie,* Gary G. Mittelbach, Howard V. Cornell, Richard Field, Jean-Francois Guégan, Bradford A. Hawkins, Dawn M. Kaufman, Jeremy T. Kerr, Thierry Oberdorff, Eileen O’Brien and J. R. G. Turner Abstract Broad-scale variation in taxonomic richness is strongly correlated with climate. Many mechanisms have been hypothesized to explain these patterns; however, testable predictions that woul...
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Agent-based business in e-commerce can be defined as a business enabled and operated by software-agent technologies. The discrepancies between expectations on and reality of the business have raised research interests in its critical success factors. We suggest a framework for analysing the evolution of the agent-based business and analyse 16 representative agent-based business cases to derive ...
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ژورنال
عنوان ژورنال: Synthese
سال: 2004
ISSN: 0039-7857
DOI: 10.1023/b:synt.0000044993.82886.9e