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ILP
1999
Springer
11 years 11 months ago
Probabilistic Relational Models
Most real-world data is heterogeneous and richly interconnected. Examples include the Web, hypertext, bibliometric data and social networks. In contrast, most statistical learning...
Daphne Koller
ILP
1999
Springer
11 years 11 months ago
Approximate ILP Rules by Backpropagation Neural Network: A Result on Thai Character Recognition
This paper presents an application of Inductive Logic Programming (ILP) and Backpropagation Neural Network (BNN) to the problem of Thai character recognition. In such a learning pr...
Boonserm Kijsirikul, Sukree Sinthupinyo
ILP
1999
Springer
11 years 11 months ago
Morphosyntactic Tagging of Slovene Using Progol
Abstract. We consider the task of tagging Slovene words with morphosyntactic descriptions (MSDs). MSDs contain not only part-of-speech information but also attributes such as gende...
James Cussens, Saso Dzeroski, Tomaz Erjavec
ILP
1999
Springer
11 years 11 months ago
Experiments in Predicting Biodegradability
Saso Dzeroski, Hendrik Blockeel, Boris Kompare, St...
ILP
1999
Springer
11 years 11 months ago
Rule Evaluation Measures: A Unifying View
Numerous measures are used for performance evaluation in machine learning. In predictive knowledge discovery, the most frequently used measure is classiļ¬cation accuracy. With new...
Nada Lavrac, Peter A. Flach, Blaz Zupan
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