000			04660nam a22006495i 4500
001			978-3-642-40897-7
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008			130930s2013 gw | s |||| 0|eng d
020			_a9783642408977 _9978-3-642-40897-7
024	7		_a10.1007/978-3-642-40897-7 _2doi
050		4	_aQ334-342
050		4	_aTA347.A78
072		7	_aUYQ _2bicssc
072		7	_aCOM004000 _2bisacsh
072		7	_aUYQ _2thema
082	0	4	_a006.3 _223
245	1	0	_aDiscovery Science _h[electronic resource] : _b16th International Conference, DS 2013, Singapore, October 6-9, 2013, Proceedings / _cedited by Johannes Fürnkranz, Eyke Hüllermeier, Tomoyuki Higuchi.
250			_a1st ed. 2013.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2013.
300			_aXVIII, 357 p. 104 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v8140
505	0		_aMixture Models from Multiresolution 0-1 Data -- Model Tree Ensembles for Modeling Dynamic Systems -- Fast and Scalable Image Retrieval Using Predictive Clustering Trees -- Avoiding Anomalies in Data Stream Learning -- Generalizing from Example Clusters -- Clustering Based Active Learning for Evolving Data Streams -- Robust Crowd Labeling Using Little Expertise -- A New Approach to String Pattern Mining with Approximate Match -- OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process -- A Wordification Approach to Relational Data Mining -- Multi-interval Discretization of Continuous Attributes for Label Ranking -- Identifying Super-Mediators of Information Diffusion in Social Networks -- SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting -- A Dynamic Programming Algorithm for Learning Chain Event Graphs -- Mining Interesting Patterns in Multi-relational Data with N-ary Relationships -- Learning Hierarchical Multi-label Classification Trees from Network Data -- A Density-Based Backward Approach to Isolate Rare Events in Large-Scale Applications -- Inductive Process Modeling of Rab5-Rab7 Conversion in Endocytosis -- Fast Compression of Large-Scale Hypergraphs for Solving Combinatorial Problems -- Semantic Data Mining of Financial News Articles -- Polynomial Delay and Space Discovery of Connected and Acyclic Sub-hypergraphs in a Hypergraph -- Hyperlink Prediction in Hypernetworks Using Latent Social Features -- Extracting Opinionated (Sub)Features from a Stream of Product Reviews.
520			_aThis book constitutes the proceedings of the 16th International Conference on Discovery Science, DS 2013, held in Singapore in October 2013, and co-located with the International Conference on Algorithmic Learning Theory, ALT 2013. The 23 papers presented in this volume were carefully reviewed and selected from 52 submissions. They cover recent advances in the development and analysis of methods of automatic scientific knowledge discovery, machine learning, intelligent data analysis, and their application to knowledge discovery.
650		0	_aArtificial intelligence. _93407
650		0	_aInformation storage and retrieval systems. _922213
650		0	_aApplication software. _9129100
650		0	_aDatabase management. _93157
650		0	_aData mining. _93907
650		0	_aAlgorithms. _93390
650	1	4	_aArtificial Intelligence. _93407
650	2	4	_aInformation Storage and Retrieval. _923927
650	2	4	_aComputer and Information Systems Applications. _9129101
650	2	4	_aDatabase Management. _93157
650	2	4	_aData Mining and Knowledge Discovery. _9129102
650	2	4	_aAlgorithms. _93390
700	1		_aFürnkranz, Johannes. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9129103
700	1		_aHüllermeier, Eyke. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9129104
700	1		_aHiguchi, Tomoyuki. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9129105
710	2		_aSpringerLink (Online service) _9129106
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783642408960
776	0	8	_iPrinted edition: _z9783642408984
830		0	_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v8140 _9129107
856	4	0	_uhttps://doi.org/10.1007/978-3-642-40897-7
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