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检索条件"任意字段=25th International Conference on Inductive Logic Programming, ILP 2015"
46 条 记 录,以下是1-10 订阅
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25th international conference on inductive logic programming, ilp 2015
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25th international conference on inductive logic programming, ilp 2015
the proceedings contain 14 papers. the special focus in this conference is on inductive logic programming. the topics include: Relational kernel-based grasping with numerical features;complex aggregates within random ...
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inductive logic programming: 24th international conference, ilp 2014 Nancy, France, September 14–16, 2014 Revised Selected Papers  24th
Inductive Logic Programming: 24th International Conference, ...
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24th international conference on inductive logic programming, ilp 2014
作者: Davis, Jesse Ramon, Jan Department of Computer Science KU Leuven Leuven Belgium
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Towards Explainable Weather Forecasting through FastLAS  17th
Towards Explainable Weather Forecasting Through FastLAS
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17th international conference on logic programming and Non-monotonic Reasoning
作者: Dreossi, Talissa Dovier, Agostino Formisano, Andrea Law, Mark Manzato, Agostino Russo, Alessandra Tait, Matthew Univ Udine Udine Italy ILASP Ltd London England ARPA FVG OSMER Udine Italy Imperial Coll London London England
Weather forecasting is important for saving lives, protecting property, and supporting economic activities. It provides timely warnings for severe weather, improves agricultural planning, and aids in disaster manageme... 详细信息
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13th international conference on inductive logic programming, ilp 2003
13th International Conference on Inductive Logic Programming...
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13th international conference on inductive logic programming, ilp 2003
the proceedings contain 25 papers. the special focus in this conference is on inductive logic programming. the topics include: A personal view of how best to apply ilp;agents that reason and learn;mining model trees;c...
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Bridging Deep Learning and logic programming for Explainability through ilp  40
Bridging Deep Learning and Logic Programming for Explainabil...
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40th international conference on logic programming (ICLP)
作者: Dreossi, Talissa Univ Udine Udine Italy
My research explores integrating deep learning and logic programming to set the basis for a new generation of AI systems. By combining neural networks with inductive logic programming (ilp), the goal is to construct s... 详细信息
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24th international conference on inductive logic programming, ilp 2014
24th International Conference on Inductive Logic Programming...
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24th international conference on inductive logic programming, ilp 2014
the proceedings contain 14 papers. the special focus in this conference is on inductive logic programming. the topics include: Reframing on relational data;inductive learning using constraint-driven bias;nonmonotonic ...
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Relational data factorization
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MACHINE LEARNING 2017年 第12期106卷 1867-1904页
作者: Paramonov, Sergey van Leeuwen, Matthijs De Raedt, Luc Katholieke Univ Leuven Machine Learning Dept Comp Sci Leuven Belgium Leiden Univ Leiden Inst Adv Comp Sci Leiden Netherlands
Motivated by an analogy with matrix factorization, we introduce the problem of factorizing relational data. In matrix factorization, one is given a matrix and has to factorize it as a product of other matrices. In rel... 详细信息
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Case studies on extracting the characteristics of the reachable states of state machines formalizing communication protocols with inductive logic programing  25
Case studies on extracting the characteristics of the reacha...
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25th international conference on inductive logic programming, LBP-ilp 2015
作者: Ho, Dung Tuan Zhang, Min Ogata, Kazuhiro Japan China
A distributed system DS can be formalized as a state machine M and many desired properties of DS can be expressed as invariants of M. An invariant of M is a state predicate p of M such that p holds for all reachable s... 详细信息
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Planning in hybrid relational MDPs
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MACHINE LEARNING 2017年 第12期106卷 1905-1932页
作者: Nitti, Davide Belle, Vaishak De Laet, Tinne De Raedt, Luc Katholieke Univ Leuven Dept Comp Sci B-3001 Leuven Belgium Univ Edinburgh Sch Informat Edinburgh EH8 9AB Midlothian Scotland Katholieke Univ Leuven Fac Engn Sci B-3001 Leuven Belgium
We study planning in relational Markov decision processes involving discrete and continuous states and actions, and an unknown number of objects. this combination of hybrid relational domains has so far not received a... 详细信息
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Constructing Markov logic Networks from First-Order Default Rules  1
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25th international conference on inductive logic programming (ilp)
作者: Kuzelka, Ondrej Davis, Jesse Schockaert, Steven Cardiff Univ Sch Comp Sci & Informat Cardiff S Glam Wales Katholieke Univ Leuven Dept Comp Sci Leuven Belgium
Expert knowledge can often be represented using default rules of the form "if A then typically B". In a probabilistic framework, such default rules can be seen as constraints on what should be derivable by M... 详细信息
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