Title Discovery science : 16th International Conference, DS 2013, Singapore, October 6-9, 2013, Proceedings / edited by Johannes Fürnkranz, Eyke Hüllermeier, Tomoyuki Higuchi

Published Heidelberg : Springer, 2013

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Description 1 online resource (xviii, 357 pages) : illustrations Series Lecture notes in artificial intelligence, 0302-9743 ; 8140 LNCS sublibrary. SL 7, Artificial intelligence Lecture notes in computer science. Lecture notes in artificial intelligence ; 8140 LNCS sublibrary. SL 7, Artificial intelligence. Contents Mixture Models from Multiresolution 0-1 Data / Prem Raj Adhikari and Jaakko Hollmén -- Model Tree Ensembles for Modeling Dynamic Systems / Darko Aleksovski, Juš Kocijan and Sašo Džeroski -- Fast and Scalable Image Retrieval Using Predictive Clustering Trees / Ivica Dimitrovski [and others] -- Avoiding Anomalies in Data Stream Learning / João Gama, Petr Kosina and Ezilda Almeida -- Generalizing from Example Clusters / Pan Hu [and others] -- Clustering Based Active Learning for Evolving Data Streams / Dino Ienco [and others] -- Robust Crowd Labeling Using Little Expertise / Faiza Khan Khattak and Ansaf Salleb-Aouissi -- A New Approach to String Pattern Mining with Approximate Match / Tetsushi Matsui [and others] -- OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process / Panče Panov, Larisa Soldatova and Sašo Džeroski -- A Wordification Approach to Relational Data Mining / Matic Perovšek [and others] -- Multi-interval Discretization of Continuous Attributes for Label Ranking / Cláudio Rebelo de Sá [and others] -- Identifying Super-Mediators of Information Diffusion in Social Networks / Kazumi Saito [and others] -- SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting / Wilfried Segretier and Martine Collard -- A Dynamic Programming Algorithm for Learning Chain Event Graphs / Tomi Silander and Tze-Yun Leong -- Mining Interesting Patterns in Multi-relational Data with N-ary Relationships / Eirini Spyropoulou, Tijl De Bie and Mario Boley -- Learning Hierarchical Multi-label Classification Trees from Network Data / Daniela Stojanova [and others] -- A Density-Based Backward Approach to Isolate Rare Events in Large-Scale Applications / Enikö Székely, Pascal Poncelet and Florent Masseglia -- Inductive Process Modeling of Rab5-Rab7 Conversion in Endocytosis / Jovan Tanevski [and others] -- Fast Compression of Large-Scale Hypergraphs for Solving Combinatorial Problems / Takahisa Toda -- Semantic Data Mining of Financial News Articles / Anže Vavpetič [and others] -- Polynomial Delay and Space Discovery of Connected and Acyclic Sub-hypergraphs in a Hypergraph / Kunihiro Wasa [and others] -- Hyperlink Prediction in Hypernetworks Using Latent Social Features / Ye Xu, Dan Rockmore and Adam M. Kleinbaum -- Extracting Opinionated (Sub)Features from a Stream of Product Reviews / Max Zimmermann, Eirini Ntoutsi and Myra Spiliopoulou Summary This 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 Analysis computerwetenschappen computer sciences informatiesystemen information systems internet algoritmen algorithms computeranalyse computer analysis informatieontsluiting information retrieval informatieopslag information storage kunstmatige intelligentie artificial intelligence datamining data mining databasebeheer database management Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen) Notes International conference proceedings Includes author index Online resource; title from PDF title page (SpringerLink, viewed October 1, 2013) Subject Science -- Philosophy -- Congresses Discoveries in science -- Congresses Research -- Automation -- Congresses Machine learning -- Congresses Data mining -- Congresses Data mining Discoveries in science Machine learning Research -- Automation Science -- Philosophy Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Fürnkranz, Johannes, editor Hüllermeier, Eyke, editor Higuchi, Tomoyuki, 1961- editor. ISBN 9783642408977 3642408974

Other Titles DS 2013

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