ostensible 发表于 2025-3-26 23:06:37
Sorted Downward Refinement: Building Background Knowledge into a Refinement Operator for Inductive Lprisingly, no serious attempts have been made to account for background knowledge in refinement operators for clauses, even though such operators are one of the most important, prominent and widely-used devices in the field. This paper shows how a sort theory, which encodes taxonomic knowledge, canlipids 发表于 2025-3-27 03:39:59
A Strong Complete Schema for Inductive Functional Logic Programmingperational semantics of (FLP) performs a infication (mgu) followed by a replacement, we introduce two main operators in our IFLP schema: a generalisation and an inverse replacement or property of equality. We prove that this schema is . complete in tha way that, given some evidence, it is possible t炸坏 发表于 2025-3-27 08:02:57
http://reply.papertrans.cn/47/4640/463911/463911_33.pngGustatory 发表于 2025-3-27 13:03:03
Combining , and WordNet for the Learning of LR Parsers with Optimal Semantic Constraintsiques based on logic. The presence of lexical semantic tags in the treebank has proved useful for learning semantic constraints which limit the amount of nondeterminism in the parsers. The level of generality of the semantic tags used is of direct importance to that task. We combine the ILP system .抗原 发表于 2025-3-27 15:54:20
http://reply.papertrans.cn/47/4640/463911/463911_35.png不能约 发表于 2025-3-27 21:36:58
Approximate ILP Rules by Backpropagation Neural Network: A Result on Thai Character Recognitiongnition. In such a learning problem, there exist several different classes of examples; there are 77 different Thai characters. Using examples constructed from character images, ILP learns 77 rules each of which defines each character. However, some unseen character images, especially the noisy imag钉牢 发表于 2025-3-28 01:30:38
Rule Evaluation Measures: A Unifying Viewsification accuracy. With new tasks being addressed in knowledge discovery, new measures appear. In descriptive knowledge discovery, where induced rules are not primarily intended for classification, new measures used are novelty in clausal and subgroup discovery, and support and confidence in assoc抑制 发表于 2025-3-28 03:10:34
http://reply.papertrans.cn/47/4640/463911/463911_38.png高射炮 发表于 2025-3-28 08:56:50
On Sufficient Conditions for Learnability of Logic Programs from Positive Datast cases, these results involve logic programs in which the “size” of the head yields a bound on the size of the body literals. However, when local variables are present, such a bound on body literal size cannot directly be ensured. The above authors achieve such a restriction using technical notionpineal-gland 发表于 2025-3-28 14:08:46
Probabilistic Relational Modelsf reasoning explicitly about entities, and thus cannot represent models over domains where the set of entities and the relations between them are not fixed in advance. As a consequence, Bayesian networks are limited in their ability to model large and complex domains. . are a language for describing