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检索条件"任意字段=20th International Conference on Inductive Logic Programming, ILP 2010"
63 条 记 录,以下是1-10 订阅
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inductive logic programming - 20th international conference, ilp 2010, Revised Papers
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20th international conference on inductive logic programming, ilp 2010
the proceedings contain 28 papers. the topics discussed include: probabilistic relational learning and inductive logic programming at a global scale;practical probabilistic programming;learning multi-class theories in...
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inductive logic programming - 19th international conference, ilp 2009, Revised Papers
Inductive Logic Programming - 19th International Conference,...
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19th international conference on inductive logic programming, ilp 2009
the proceedings contain 24 papers. the topics discussed include: knowledge-directed theory revision;towards clausal discovery for stream mining;on the relationship between logical Bayesian networks and probabilistic l...
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inductive logic programming - 18th international conference, ilp 2008, Proceedings
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18th international conference on inductive logic programming, ilp 2008
the proceedings contain 20 papers. the topics discussed include: building theories of the world: human and machine learning perspectives;SRL without tears: an ilp perspective;semantic web meets ilp: unconsumated love,...
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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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Computable Relations Mapping with Horn Clauses for inductive Program Synthesis  20th
Computable Relations Mapping with Horn Clauses for Inducti...
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20th Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2024, held in conjunction with the 21st Pacific Rim international conference on Artificial Intelligence, PRICAI 2024
作者: Qiu, Taosheng Ichise, Ryutaro National Institute of Informatics Tokyo Japan Tokyo Institute of Technology Tokyo Japan The Graduate University for Advanced Studies SOKENDAI Tokyo Japan
inductive logic programming (ilp) systems use logic programming languages like Prolog as computational models. Expressivity of these languages is often built on fixed Herbrand vocabulary, thus requires encoding a... 详细信息
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Learning Multi-class theories in ilp
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20th international conference on inductive logic programming (ilp)
作者: Abudawood, Tarek Flach, Peter A. Univ Bristol Intelligent Syst Lab Bristol BS8 1TH Avon England
In this paper we investigate the lack of reliability and consistency of those binary rule learners in ilp that employ the one-vs-rest binarisation technique when dealing with multi-class domains. We show that we can l... 详细信息
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BET : An inductive logic programming Workbench
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20th international conference on inductive logic programming (ilp)
作者: Kalgi, Srihari Gosar, Chirag Gawde, Prasad Ramakrishnan, Ganesh Gada, Kekin Iyer, Chander Kiran, T. V. S. Srinivasan, Ashwin Indian Inst Technol Dept Comp Sci & Engn Bombay Maharashtra India
Existing ilp (inductive logic programming) systems are implemented in different languages namely C, Progol, etc. Also, each system has its customized format for the input data. this makes it very tedious and time cons... 详细信息
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Approximate Inference for logic Programs with Annotated Disjunctions
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20th international conference on inductive logic programming (ilp)
作者: Bragaglia, Stefano Riguzzi, Fabrizio Univ Ferrara ENDIF Univ Bologna DEIS I-44100 Ferrara Italy
logic Programs with Annotated Disjunctions (LPADs) are a promising language for Probabilistic inductive logic programming. In order to develop efficient learning systems for LPADs, it is fundamental to have high-perfo... 详细信息
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inductive logic programming AS ABDUCTIVE SEARCH
INDUCTIVE LOGIC PROGRAMMING AS ABDUCTIVE SEARCH
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26th international conference on logic programming (ICLP)
作者: Corapi, Domenico Russo, Alessandra Lupu, Emil Imperial Coll London Dept Comp 180 Queens Gate London SW7 2AZ England
We present a novel approach to non-monotonic ilp and its implementation called TAL (Top-directed Abductive Learning). TAL overcomes some of the completeness problems of ilp systems based on Inverse Entailment and is t... 详细信息
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the effect of relational background knowledge on learning of protein three-dimensional fold signatures
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MACHINE LEARNING 2001年 第1-2期43卷 81-95页
作者: Turcotte, M Muggleton, SH Sternberg, MJE Imperial Canc Res Fund Biomolec Modelling Lab London WC2A 3PX England Univ York Dept Comp Sci York YO1 5DD N Yorkshire England
As a form of Machine Learning the study of inductive logic programming (ilp) is motivated by a central belief: relational description languages are better tin terms of accuracy and understandability) than propositiona... 详细信息
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