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LLL
1999
Springer
14 years 2 months ago
Learning the Logic of Simple Phonotactics
Erik F. Tjong Kim Sang, John Nerbonne
LLL
1999
Springer
14 years 2 months ago
Learning to Lemmatise Slovene Words
Abstract. Automatic lemmatisation is a core application for many language processing tasks. In inflectionally rich languages, such as Slovene, assigning the correct lemma to each ...
Saso Dzeroski, Tomaz Erjavec
ILP
1999
Springer
14 years 2 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
14 years 2 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
14 years 2 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
14 years 2 months ago
Experiments in Predicting Biodegradability
Saso Dzeroski, Hendrik Blockeel, Boris Kompare, St...
ILP
1999
Springer
14 years 2 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 classification accuracy. With new...
Nada Lavrac, Peter A. Flach, Blaz Zupan
ICLP
1999
Springer
14 years 2 months ago
A Linear Tabling Mechanism
Delaying-based tabling mechanisms, such as the one adopted in XSB, are nonlinear in the sense that the computation state of delayed calls has to be preserved. In this paper, we pr...
Neng-Fa Zhou, Yi-Dong Shen, Li-Yan Yuan, Jia-Huai ...