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04274nam a22006015i 4500 |
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978-3-642-15883-4 |
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DE-He213 |
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20151204182515.0 |
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cr nn 008mamaa |
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100817s2010 gw | s |||| 0|eng d |
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|a 9783642158834
|9 978-3-642-15883-4
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|a 10.1007/978-3-642-15883-4
|2 doi
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|d GrThAP
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|a Q334-342
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|a TJ210.2-211.495
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|a UYQ
|2 bicssc
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|a TJFM1
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|a COM004000
|2 bisacsh
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|a 006.3
|2 23
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|a Machine Learning and Knowledge Discovery in Databases
|h [electronic resource] :
|b European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II /
|c edited by José Luis Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag.
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|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg,
|c 2010.
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|a XXI, 518 p. 145 illus.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
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|a text file
|b PDF
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|a Lecture Notes in Computer Science,
|x 0302-9743 ;
|v 6322
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|a Regular Papers -- Bayesian Knowledge Corroboration with Logical Rules and User Feedback -- Learning an Affine Transformation for Non-linear Dimensionality Reduction -- NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification -- Hidden Conditional Ordinal Random Fields for Sequence Classification -- A Unifying View of Multiple Kernel Learning -- Evolutionary Dynamics of Regret Minimization -- Recognition of Instrument Timbres in Real Polytimbral Audio Recordings -- Finding Critical Nodes for Inhibiting Diffusion of Complex Contagions in Social Networks -- Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction -- Online Knowledge-Based Support Vector Machines -- Learning with Randomized Majority Votes -- Exploration in Relational Worlds -- Efficient Confident Search in Large Review Corpora -- Learning to Tag from Open Vocabulary Labels -- A Robustness Measure of Association Rules -- Automatic Model Adaptation for Complex Structured Domains -- Collective Traffic Forecasting -- On Detecting Clustered Anomalies Using SCiForest -- Constrained Parameter Estimation for Semi-supervised Learning: The Case of the Nearest Mean Classifier -- Online Learning in Adversarial Lipschitz Environments -- Summarising Data by Clustering Items -- Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space -- Latent Structure Pattern Mining -- First-Order Bayes-Ball -- Learning from Demonstration Using MDP Induced Metrics -- Demand-Driven Tag Recommendation -- Solving Structured Sparsity Regularization with Proximal Methods -- Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models -- Improved MinMax Cut Graph Clustering with Nonnegative Relaxation -- Integrating Constraint Programming and Itemset Mining -- Topic Modeling for Personalized Recommendation of Volatile Items -- Conditional Ranking on Relational Data.
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|a Computer science.
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|a Data structures (Computer science).
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|a Database management.
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|a Data mining.
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|a Information storage and retrieval.
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|a Artificial intelligence.
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|a Computer Science.
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2 |
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|a Artificial Intelligence (incl. Robotics).
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|a Data Structures, Cryptology and Information Theory.
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2 |
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|a Information Systems Applications (incl. Internet).
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2 |
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|a Information Storage and Retrieval.
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2 |
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|a Database Management.
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|a Data Mining and Knowledge Discovery.
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700 |
1 |
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|a Balcázar, José Luis.
|e editor.
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700 |
1 |
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|a Bonchi, Francesco.
|e editor.
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700 |
1 |
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|a Gionis, Aristides.
|e editor.
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700 |
1 |
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|a Sebag, Michèle.
|e editor.
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710 |
2 |
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|a SpringerLink (Online service)
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773 |
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|t Springer eBooks
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776 |
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|i Printed edition:
|z 9783642158827
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830 |
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|a Lecture Notes in Computer Science,
|x 0302-9743 ;
|v 6322
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856 |
4 |
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|u http://dx.doi.org/10.1007/978-3-642-15883-4
|z Full Text via HEAL-Link
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912 |
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|a ZDB-2-SCS
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912 |
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|a ZDB-2-LNC
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950 |
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|a Computer Science (Springer-11645)
|