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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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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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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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Ontology-Based Skill Description Learning for Flexible Production Systems  25
Ontology-Based Skill Description Learning for Flexible Produ...
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25th IEEE international conference on Emerging Technologies and Factory Automation (ETFA)
作者: Himmelhuher, Anna Grimm, Stephan Runkler, thomas Zillner, Sonja Siemens AG Munich Germany
the increasing importance of resource-efficient production entails that manufacturing companies have to create a more dynamic production environment, with flexible manufacturing machines and processes. To fully utiliz... 详细信息
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Towards an inductive logic programming Approach for Explaining Black-Box Preference Learning Systems
Towards an Inductive Logic Programming Approach for Explaini...
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17th international conference on Principles of Knowledge Representation and Reasoning (KR and R)
作者: D'Asaro, Fabio A. Spezialetti, Matteo Raggioli, Luca Rossi, Silvia Univ Naples Federico II Naples Italy Univ Aquila Laquila Italy CRdC Tecnol Naples Italy
In this paper we advocate the use of inductive logic programming as a device for explaining black-box models, e.g. Support Vector Machines (SVMs), when they are used to learn user preferences. We present a case study ... 详细信息
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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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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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Learning disjunctive logic programs from interpretation transition  26
Learning disjunctive logic programs from interpretation tran...
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26th international conference on inductive logic programming (Short Papers), ilp 2016
作者: Huang, Yi Wang, Yisong Zhang, Ying Zhang, Mingyi Guizhou University Guiyang550025 China Guizhou Academy of Sciences Guiyang550001 China Chongqing University of Arts and Sciences Chongqing402160 China
We present a new framework for learning disjunctive logic programs from interpretation transitions, called LFDT. It is a nontrivial extension to Inoue, Ribeiro and Sakama's LF1T learning framework, which learns no... 详细信息
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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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Experiences Using an Interactive Presentation Platform in a Functional and logic programming Course  17
Experiences Using an Interactive Presentation Platform in a ...
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25th ACM international conference on User Modeling, Adaptation and Personalization (UMAP)
作者: Triglianos, Vasileios Labaj, Martin Moro, Robert Simko, Jakub Hucko, Michal Tvarozek, Jozef Pautasso, Cesare Bielikova, Maria USI Lugano Fac Informat Software Inst Lugano Switzerland Slovak Univ Technol Bratislava Fac Informat & Informat Technol Bratislava Slovakia
Modern constructivist approaches to education dictate active experimentation with the study material and have been linked with improved learning outcomes in STEM fields. During classroom time we believe it is importan... 详细信息
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