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检索条件"任意字段=13th International Conference on Inductive Logic Programming"
344 条 记 录,以下是11-20 订阅
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Efficient data structures for inductive logic programming
Efficient data structures for inductive logic programming
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13th international conference on inductive logic programming
作者: Fonseca, N Rocha, R Camacho, R Silva, F Univ Porto DCC FC P-4150180 Oporto Portugal Univ Porto LIACC P-4150180 Oporto Portugal Univ Porto Fac Engn P-4200465 Oporto Portugal
this work aims at improving the scalability of memory usage in inductive logic programming systems. In this context, we propose two efficient data structures: the Trie, used to represent lists and clauses;and the RL-T... 详细信息
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Complexity parameters for first order classes
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MACHINE LEARNING 2006年 第1-3期64卷 121-144页
作者: Arias, Marta Khardon, Roni Columbia Univ Ctr Computat Learning Syst New York NY 10115 USA Tufts Univ Dept Comp Sci Medford MA 02155 USA
We study several complexity parameters for first order formulas and their suitability for first order learning models. We show that the standard notion of size is not captured by sets of parameters that are used in th... 详细信息
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Towards expert-guided elucidation of cyber attacks through interactive inductive logic programming  13
Towards expert-guided elucidation of cyber attacks through i...
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13th international conference Knowledge and Systems Engineering, KSE 2021
作者: Ray, Oliver Moyle, Steve Univ. of Bristol Department of Computer Science United Kingdom Amplify Intelligence United Kingdom Univ. of Oxford And Cyber Security Centre United Kingdom
this paper proposes a logic-based machine learning approach called Acuity which is designed to facilitate user-guided elucidation of novel phenomena from evidence sparsely distributed across large volumes of linked re... 详细信息
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Hybrid abductive inductive learning: A generalisation of Progol
Hybrid abductive inductive learning: A generalisation of Pro...
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13th international conference on inductive logic programming
作者: Ray, O Broda, K Russo, A Univ London Imperial Coll Sci Technol & Med Dept Comp London SW7 2BZ England
the learning system Progo15 and the underlying inference method of Bottom Generalisation are firmly established within inductive logic programming (ILP). But despite their success, it is known that Bottom Generalisati... 详细信息
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Mathematics based on incremental learning-excluded middle and inductive inference
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thEORETICAL COMPUTER SCIENCE 2006年 第1期350卷 125-139页
作者: Hayashi, S Kyoto Univ Kyoto 6068501 Japan
Learning theoretic aspects of mathematics and logic have been studied by many authors. they study how mathematical and logical objects are algorithmically "learned" (inferred) from finite data. Although they... 详细信息
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Discovery of Abstract Concepts by a Robot
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21st international conference on Algorithmic Learning theory (ALT) / 13th international conference on Discovery Science (DS)
作者: Bratko, Ivan Univ Ljubljana Fac Comp & Informat Sci Ljubljana 1000 Slovenia
this paper reviews experiments with an approach to discovery through robot's experimentation in its environment. In addition to discovering laws that enable predictions, we are particularly interested in the mecha... 详细信息
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Learning to Break Symmetries for Efficient Optimization in Answer Set programming  37
Learning to Break Symmetries for Efficient Optimization in A...
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37th AAAI conference on Artificial Intelligence (AAAI) / 35th conference on Innovative Applications of Artificial Intelligence / 13th Symposium on Educational Advances in Artificial Intelligence
作者: Tarzariol, Alice Gebser, Martin Schekotihin, Konstantin Law, Mark Univ Klagenfurt Klagenfurt Austria Graz Univ Technol Graz Austria ILASP Ltd Grantham England
the ability to efficiently solve hard combinatorial optimization problems is a key prerequisite to various applications of declarative programming paradigms. Symmetries in solution candidates pose a significant challe... 详细信息
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Gleaner: Creating ensembles of first-order clauses to improve recall-precision curves
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MACHINE LEARNING 2006年 第1-3期64卷 231-261页
作者: Goadrich, Mark Oliphant, Louis Shavlik, Jude Univ Wisconsin Dept Biostat & Med Informat Dept Comp Sci Madison WI 53706 USA
Many domains in the field of inductive logic programming (ILP) involve highly unbalanced data. A common way to measure performance in these domains is to use precision and recall instead of simply using accuracy. the ... 详细信息
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CIC:: Type-based termination of recursive definitions in the calculus of inductive constructions
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13th international conference on logic for programming, Artificial Intelligence, and Reasoning
作者: Barthe, Gilles Gregoire, Benjamin Pastawski, Fernando INRIA Sophia Antipolis France Univ Nacl Cordoba FaMAF RA-5000 Cordoba Argentina
Sized types provides a type-based mechanism to enforce termination of recursive definitions in typed A-calculi. Previous work has provided strong indications that type-based termination provides an appropriate foundat... 详细信息
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CONSTRUCTIVE inductive logic programming
CONSTRUCTIVE INDUCTIVE LOGIC PROGRAMMING
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13th international Joint conference on Artificial Intelligence (IJCAI-93)
作者: LAPOINTE, S LING, C MATWIN, S DEF RES ESTAB VALCARTIER COURCELETTE G0A 1R0PQCANADA
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