Inductive logic programming (ILP) is a form of logic-based machine learning. The goal is to induce a hypothesis (a logic program) that generalises given training examples and background knowledge. As ILP turns 3
2.2 Inductive logic programming (ILP) Inductive Logic Programming (ILP) aims at seeking underlying patterns formulated by logic programs/rules/formulas shared in the data. It is one of the rule-based learning methods which derive a set of if-then logic rules to describe the positive instances bu...
Stahl, I. (1994). On the utility of predicate invention in inductive logic programming. In: Bergadano, F., De Raedt, L. (eds) Machine Learning: ECML-94. ECML 1994. Lecture Notes in Computer Science, vol 784. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-57868-4_64 D...
一阶逻辑(first order logic,FOL)也叫一阶谓词演算,允许量化陈述的公式,是使用于数学、哲学、语言学及计算机科学中的一种形式系统。一阶逻辑是区别于高阶逻辑的数理逻辑,它不允许量化性质。性质是一个物体的特性;所以一个红色物体被表述为有红色的特性。 我觉得没必要太在意一阶的定义,因为这个章节用到的所有逻辑...
【代数语言学巡礼】归纳逻辑编程(inductive logic programming)III 归纳逻辑是事例证据支持的逻辑。在演绎逻辑中,一个有效的演绎论证的前提在逻辑上必然包含结论,逻辑蕴涵意味着使前提为真的每一个逻辑上可能的状态也必须使结论成为真理。因此,一个有效的演绎论点的前提为结论提供了完全的支持。然而归纳逻辑将这种观点扩展...
Inductive Logic Programming 作者:H·Blockeel 页数:307 定价:$ 79.04 ISBN:9783540784685 豆瓣评分 目前无人评价 评价: 写笔记 写书评 加入购书单 分享到 内容简介· ··· This book constitutes the thoroughly refereed post-conference proceedings of the 17th International Conference on Inductive Logic Programm...
届数: 30 CCF: c CORE: b QUALIS: b1 浏览: 22617 关注: 9 参加: 3 征稿 Inductive Logic Programming (ILP) is a subfield of machine learning, focusing on learning logical representations from relational data. The ILP conference series, started in 1991, is the premier international forum for le...
Aug 28, 2013 - Aug 30, 2013Rio de Janeiro, BrazilApr 30, 2013 (Apr 25, 2013) ILP 201222nd International Conference on Inductive Logic Programming Sep 17, 2012 - Sep 19, 2012DubrovnikMay 11, 2012 (May 7, 2012) ILP 201121st International Conference on Inductive Logic Programming ...
This book constitutes the refereed proceedings of the 11th International Conference on Inductive Logic Programming, ILP 2001, held in Strasbourg, France in September 2001.\nThe 21 revised full papers presented were carefully reviewed and selected from 37 submissions. Among the topics addressed are data...
《Inductive Logic Programming 归纳逻辑编程》作者:湖南文艺出版社,出版社:2001年10月 第1版,ISBN:383.01。TheLNAIseriesreportsstate-of-the-artresultsinartif