A new research area, Inductive Logic Programming, is presently emerging. While inheriting various positive characteristics of the parent subjects of Logic Programming and Machine Learning, it is hoped that the new area will overcome many of the limitations of its forebears. The background to ...
【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:S·Kramer/Stefan Kramer/Bernhard Pfahringer 页数:448 定价:948.00元 ISBN:9783540281771 豆瓣评分 目前无人评价 + 加入购书单 在哪儿借这本书· ··· 上海图书馆(1)
ILP 200919th International Conference on Inductive Logic Programming Jul 2, 2009 - Jul 4, 2009Leuven, BelgiumApr 3, 2009 Present CFP : 2018 Submissions must describe relevant and novel results on the following typical, but not exclusive, topics: ...
Even though the reasoning process can be made differentiable, it is still not an easy task to design a neural network model for inductive logic programming. Many challenges remain, such as the interface between the neural network controller and the reasoning operators, the representation of logic ...
This book constitutes the thoroughly refereed post-conference proceedings of the 17th International Conference on Inductive Logic Programming, ILP 2007, held in Corvallis, OR, USA, in June 2007 in conjunction with ICML 2007, the International Conference on Machine Learning. The 15 revised full papers...
论文地址:Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks (aaai.org) Abstract 关于神经符号归纳逻辑编程的工作出现了有一定前景的方法,使它可以从嘈杂的真实世界数据中学习解释规则。有些人用模糊或实值逻辑的可微分算子来近似逻辑算子,但这些算子是没有参数的,这削弱了它们适应数据的能力。其...
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...
《Inductive Logic Programming 归纳逻辑编程》是2001年1 edition出版的图书，作者是Celine Rouveirol。内容介绍 This book constitutes the refereed proceedings of the 11th International Conference on Inductive Logic Programming, ILP 2001, held in Strasbourg, France in September 2001. The 21 revised full papers...