Inductive Logic Programming : 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers

This book constitutes the thoroughly refereed post-conference proceedings of the 24th International Conference on Inductive Logic Programming, ILP 2014, held in Nancy, France, in September 2014. The 14 revised papers presented were carefully reviewed and selected from 41 submissions. The papers focu...

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Bibliographic Details
Other Authors: Davis, Jesse (Editor)
Ramon, Jan (Editor)
Corporate Authors: SpringerLink (online služba)
Format: eBook
Language:English
Published: Cham : Springer International Publishing, 2015
Series:Lecture Notes in Computer Science
Genre/form:elektronické knihy
ISBN:978-3-319-23708-4
9783319237077
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245 1 0 |a Inductive Logic Programming :  |b 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers /  |c edited by Jesse Davis, Jan Ramon 
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490 1 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 9046 
505 0 |a Reframing on Relational Data -- Inductive Learning using Constraint-driven Bias -- Nonmonotonic Learning in Large Biological Networks -- Construction of Complex Aggregates with Random Restart Hill-Climbing -- Logical minimisation of meta-rules within Meta-Interpretive Learning -- Goal and plan recognition via parse trees using prefix and infix probability computation -- Effectively creating weakly labeled training examples via approximate domain knowledge -- Learning Prime Implicant Conditions From Interpretation Transition -- Statistical Relational Learning for Handwriting Recognition -- The Most Probable Explanation for Probabilistic Logic Programs with Annotated Disjunctions -- Towards machine learning of predictive models from ecological data -- PageRank, ProPPR, and Stochastic Logic Programs -- Complex aggregates over clusters of elements -- On the Complexity of Frequent Subtree Mining in Very Simple Structures 
520 |a This book constitutes the thoroughly refereed post-conference proceedings of the 24th International Conference on Inductive Logic Programming, ILP 2014, held in Nancy, France, in September 2014. The 14 revised papers presented were carefully reviewed and selected from 41 submissions. The papers focus on topics such as the inducing of logic programs, learning from data represented with logic, multi-relational machine learning, learning from graphs, and applications of these techniques to important problems in fields like bioinformatics, medicine, and text mining 
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659 0 |a Computer science 
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659 0 |a Computers 
659 0 |a Computer logic 
659 0 |a Mathematical logic 
659 0 |a Artificial intelligence 
659 1 4 |a Computer Science 
659 2 4 |a Mathematical Logic and Formal Languages 
659 2 4 |a Artificial Intelligence (incl. Robotics) 
659 2 4 |a Programming Techniques 
659 2 4 |a Information Systems Applications (incl. Internet) 
659 2 4 |a Logics and Meanings of Programs 
659 2 4 |a Computation by Abstract Devices 
650 0 7 |a informatika  |x if  |7 psh6548  |2 psh 
650 0 7 |a programování  |x vt  |7 psh12467  |2 psh 
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650 0 7 |a umělá inteligence  |x vt  |7 psh12516  |2 psh 
700 1 |a Davis, Jesse  |4 edt 
700 1 |a Ramon, Jan  |4 edt 
710 2 |a SpringerLink (online služba)  |7 ntk2018999494 
776 0 8 |i Tištěné vydání:  |t Inductive Logic Programming : 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers  |z 9783319237077 
830 0 |a Lecture Notes in Computer Science 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-23708-4  |h Plný text 
950 |a Springer  |b Lecture Notes in Computer Science 2017