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Inductive Logic programming - 21st international conference, ilp 2011, Revised Selected Papers

Inductive Logic Programming - 21st International Conference,...

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21st international conference on inductivelogic programming, ilp 2011

ISBN: (纸本)9783642319501

The proceedings contain 30 papers. The topics discussed include: online Bayesian inference for the parameters of PRISM programs;learning compact Markov logic networks with decision trees;relational networks of conditional preferences;learning directed relational models with recursive dependencies;integrating model checking and inductive logic programming;learning the structure of probabilistic logic programs;subgroup discovery using bump hunting on multi-relational histograms;inductive logic programming in answer set programming;graph-based relational learning with a polynomial time projection algorithm;interleaved inductive-abductive reasoning for learning complex event models;predictive sequence miner in ilp learning;conceptual clustering of multi-relational data;expressive power of safe first-order logical decision trees;DNF hypotheses in explanatory induction;and variational Bayes inference for logic-based probabilistic models on BDDs.

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Inductive Logic programming: 21st international conference, ilp 2011, Windsor Great Park, UK, July 31 – August 3, 2011, Revised Selected Papers 1

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丛书名： Lecture Notes in Computer Science 7207 : Lecture Notes in Artificial Intelligence

2012年

作者： Hector Geffner (auth.), stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi (eds.)

ISBN: (数字)9783642319518

ISBN: (纸本)9783642319518;3642319513

This book constitutes the thoroughly refereed post-proceedings of the 21st international conference on Inductive Logic programming, ilp 2011, held in Windsor Great Park, UK, in July/August 2011. The 24 revised full papers were carefully reviewed and selected from 66 submissions. Also included are five extended abstracts and three invited talks. The papers represent the diversity and vitality in present ilp research including ilp theory, implementations, probabilistic ilp, biological applications, sub-group discovery, grammatical inference, relational kernels, learning of Petri nets, spatial learning, graph-based learning, and learning of action models.

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21st international conference on Production Research: Innovation in Product and Production, ICPR 2011 - conference Proceedings

21st International Conference on Production Research: Innova...

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21st international conference on Production Research: Innovation in Product and Production, ICPR 2011

ISBN: (纸本)9783839602935

The proceedings contain 396 papers. The topics discussed include: increasing resource-efficiency in production with energy constraints by discrete-event simulation;construction of the global industrial teamwork dynamics;an oligopoly model to analyze the market and social welfare for green manufacturing industry;active learning based process monitoring - an application report;improving the process of bed management in a children hospital;measuring and enhancing the energy efficiency of material handling systems;controlling production networks by using time-continuous and discrete event simulation;flow-shop robotic scheduling with collaborative reinforcement learning;a contribution to organizational design for innovation in consolidated companies;and sensitivity analysis in fleet routing via approximate dynamic programming.

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Proceedings of the 6th international conference on Leading Edge Manufacturing in 21st Century, LEM 2011

Proceedings of the 6th International Conference on Leading E...

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6th international conference on Leading Edge Manufacturing in 21st Century, LEM 2011

The proceedings contain 147 papers. The topics discussed include: detection of distance between small-diameter endmill and workpiece based on image processing;optically controlled surface sensing probe enhanced by radially polarized beam;wear estimation of ball screw and support bearing based on servo signals in feed drive system;improvement of razor blade surface integrity by plasma nitriding;effects of humidified air and lubricants on MQL machining of aluminum;mixed integer programming to a plastic limit design problem of truss structures;a developmental study on two dimensional laser scale system for high precision machine tool system;micro cyclic structuring using micro nano form rolling;optimally parameterized wavelet packet transform for incipient machine fault diagnosis;and micro part reinforced by unidirectional short fibers in laser photolithography by applying magnetic field (layered thin films with aligned short fibers).

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Informatics in Schools: Contributing to 21st Century Education - 5th international conference on Informatics in Schools: Situation, Evolution and Perspectives, ISSEP 2011, Proceedings

Informatics in Schools: Contributing to 21st Century Educati...

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5th international conference on Informatics in Schools: Situation, Evolution and Perspectives, ISSEP 2011

ISBN: (纸本)9783642247217

The proceedings contain 20 papers. The topics discussed include: wild programming - one unintended experiment with inquiry based learning;informatics education for new millennium learners;why teaching informatics in schools is as important as teaching mathematics and natural sciences;informatics education in Italian high schools;a competence-oriented approach to basic informatics education in Austria;outreach to prospective informatics students;overcoming obstacles to CS education by using non-programming outreach programs;pre-service computer science teacher training within the professional development school (PDS) collaboration framework;teaching theoretical informatics to secondary school informatics teachers;informatics in primary school: principles and experience;teaching programming at primary schools: visions, experiences, and long-term research prospects;and learning algorithmic thinking with tangible objects eases transition to computer programming.

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