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检索条件"任意字段=12th International Conference on Inductive Logic Programming"
385 条 记 录,以下是11-20 订阅
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Detection of connecting points in thai printed characters by combining inductive logic programming with backpropagation neural network
Detection of connecting points in Thai printed characters by...
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12th international conference on Image Analysis and Processing
作者: Sinthupinyo, S Pipanmaekaporn, L Kijsirikul, B Thammasat Univ Dept Comp Sci Phatumtanee 12121 Thailand
this paper presents a method for detecting the connecting points in connected thai printed characters. In thai Optical Character Recognition systems, an important problem that decreases the accuracy is the connected c... 详细信息
来源: 评论
Learning in rich representations: inductive logic programming and computational scientific discovery  12
Learning in rich representations: Inductive logic programmin...
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12th international conference on inductive logic programming
作者: Deroski, S Jozef Stefan Inst Dept Intelligent Syst Ljubljana 1000 Slovenia
the goals of this presentation are as follows: - Review some key ideas and developments in inductive logic programming. - Show how these ideas can be used in other learning settings, and in particular for the computat... 详细信息
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Noise-resistant incremental relational learning using possible worlds  12
Noise-resistant incremental relational learning using possib...
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12th international conference on inductive logic programming
作者: Westendorp, J Univ New S Wales Sydney NSW Australia
Incremental learning from noisy data is a difficult task and has received very little attention in the field of inductive logic programming. this paper outlines an approach to noisy incremental learning based on a pos... 详细信息
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A Genetic Algorithm-based ILP Incremental System  12
A Genetic Algorithm-based ILP Incremental System
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12th international Scientific and Technical conference on Computer Sciences and Information Technologies (CSIT)
作者: Al-Jamimi, Hamdi A. Ahmed, Moataz King Fahd Univ Petr & Minerals Informat & Comp Sci Dept Dhahran 31261 Saudi Arabia
inductive learning has been employed successfully in various domains, however the inductive logic programming (ILP) systems focused on non-incremental learning tasks where independent sets of data are provided incoher... 详细信息
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Autocorrelation and linkage cause bias in evaluation of relational learners  12
Autocorrelation and linkage cause bias in evaluation of rela...
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12th international conference on inductive logic programming
作者: Jensen, D Neville, J Univ Massachusetts Dept Comp Sci Amherst MA 01003 USA
Two common characteristics of relational data sets-concentrated linkage and relational auto-correlation-can cause traditional methods of evaluation to greatly overestimate the accuracy of induced models on test sets. ... 详细信息
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Revision of first-order Bayesian classifiers  12
Revision of first-order Bayesian classifiers
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12th international conference on inductive logic programming
作者: Revoredo, K Zaverucha, G Univ Fed Rio de Janeiro COPPE Programa Engn Sistemas & Computacao BR-21945970 Rio De Janeiro Brazil
New representation languages that integrate first order logic with Bayesian networks have been proposed in the literature. Probabilistic Relational models (PRM) and Bayesian logic Programs (BLP) are examples. Algorith... 详细信息
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Using theory Completion to learn a robot navigation control program  12
Using Theory Completion to learn a robot navigation control ...
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12th international conference on inductive logic programming
作者: Moyle, S Univ Oxford Comp Lab Oxford OX1 3QD England
An Event Calculus program to control the navigation of a real robot was generated using theory Completion techniques. this is an application of ILP in the non-observational predicate learning setting. this work utiliz... 详细信息
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Learning structure and parameters of Stochastic logic Programs  12
Learning structure and parameters of Stochastic Logic Progra...
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12th international conference on inductive logic programming
作者: Muggleton, S Univ London Imperial Coll Sci Technol & Med Dept Comp London England
Previous papers have studied learning of Stochastic logic Programs (SLPs) either as a purely parametric estimation problem or separated structure learning and parameter estimation into separate phases. In this paper w... 详细信息
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Context-sensitive refinements for stochastic optimization algorithms in inductive logic programming  10
Context-sensitive refinements for stochastic optimization al...
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12th Annual Genetic and Evolutionary Computation conference, GECCO-2010
作者: Buryan, Petr Kubalík, Jiří Czech Technical University Prague Department of Cybernetics Prague Czech Republic
In this paper we describe a new approach to the application of evolutionary stochastic search in inductive logic programming (ILP). Unlike traditional approaches that focus on evolving populations of logical clauses, ... 详细信息
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A novel approach to machine discovery: Genetic programming and Stochastic Grammars  12
A novel approach to machine discovery: Genetic Programming a...
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12th international conference on inductive logic programming
作者: Ratle, A Sebag, M Inst Super Automobile & Transports LRMA F-58027 Nevers France Univ Paris 11 LRI CNRS UMR 8623 F-91405 Orsay France
the application of Genetic programming (GP) to the discovery of empirical laws most often suffers from two limitations. the first one is the size of the search space;the second one is the growth of non-coding segments... 详细信息
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