K.: Probabilistic inductive logic programming. In: Algorithmic Learning Theory - Raedt, Kersting () Citation Context ...n in a given situation. Recent proposals for combining predicate logic with probabilistic inference could overcome this limitation, assuming equivalent inductive inference procedures can...
probabilistic (inductive) logic programming and probabilistic programming languages (Roy et al.2008) has resulted in a wide variety of different formalisms, models and languages, with applications in structured, uncertain domains such as natural language processing, bioinformatics, and activity recognition....
Inductive Logic ProgrammingProbabilistic Logic ProgrammingStatistical Relational LearningThe field of Probabilistic Logic Programming (PLP) has seen significant advances in the last 20 years, with many proposals for languages that combine probability with logic programming. Since the start, the problem of ...
Equipped with a model than can perform logic reasoning, we further investigate the task of inductive logic programming. 西红柿炒鸡蛋 2020/06/16 5391 IJCAI2023推荐系统相关论文集锦 人工智能推荐系统datamodel论文 第32届国际人工智能联合会议(International Joint Conference on Artificial Intelligence, 简称为...
我们的实验表明,DeepProblog支持符号和子符号的表示和推理,程序的归结,概率逻辑规划,从样例中学习。据我们所知,这项工作首先提出了一个能把通用神经网络和表达概率逻辑建模和推理以某种方式结合的框架,从而有更强的表达能力和两种框架的优点,并且可以基于样例进行端到端的训练。
Nickles, M., Mileo, A.: Probabilistic inductive logic programming based on answer set pro- gramming. In: Procs. 15th International Workshop on Non-Monotonic Reasoning (2014)Nickles, M., Mileo, A.: Probabilistic inductive logic programming based on answer set programming. In: 15th ...
A History of Probabilistic Inductive Logic Programming The field of Probabilistic Logic Programming (PLP) has seen significant advances in the last 20 years, with many proposals for languages that combine proba... R Fabrizio,B Elena,Z Riccardo - 《Frontiers in Robotics & Ai》 被引量: 5发表: ...
摘要: Probabilistic logic learning (PLL), sometimes also called statistical relational learning, addresses one of the central questions of artificial intelligence: the integration of probabilistic reasoning 关键词: inductive logic programming logic and learning logic programming probabilistic logic learning stat...
(2012). Learning the structure of probabilistic logic programs. In S. Muggleton, A. Tamaddoni-Nezhad, & F. Lisi (Eds.) 22nd international conference on inductive logic programming, LNCS (Vol. 7207, pp. 61–75). Berlin: Springer. Bellodi, E., & Riguzzi, F. (2015). Structure learning...
Probabilistic logic programming (PLP) combines logic programs and probabilities. Due to its expressiveness and simplicity, it has been considered as a powe