06324nam 22008775 450 99646576020331620200704100910.03-642-03915-410.1007/978-3-642-03915-7(CKB)1000000000772846(SSID)ssj0000316001(PQKBManifestationID)11229635(PQKBTitleCode)TC0000316001(PQKBWorkID)10263059(PQKB)10300352(DE-He213)978-3-642-03915-7(MiAaPQ)EBC3064481(PPN)139955224(EXLCZ)99100000000077284620100301d2009 u| 0engurnn#008mamaatxtccrAdvances in Intelligent Data Analysis VIII[electronic resource] 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009, Proceedings /edited by Niall M. Adams, Céline Robardet, Arno Siebes, Jean-Francois Boulicaut1st ed. 2009.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2009.1 online resource (XIII, 418 p.)Information Systems and Applications, incl. Internet/Web, and HCI ;5772Bibliographic Level Mode of Issuance: Monograph3-642-03914-6 Includes bibliographical references and index.Invited Papers -- Intelligent Data Analysis in the 21st Century -- Analyzing the Localization of Retail Stores with Complex Systems Tools -- Selected Contributions 1 (Long Talks) -- Change (Detection) You Can Believe in: Finding Distributional Shifts in Data Streams -- Exploiting Data Missingness in Bayesian Network Modeling -- DEMScale: Large Scale MDS Accounting for a Ridge Operator and Demographic Variables -- How to Control Clustering Results? Flexible Clustering Aggregation -- Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation -- Context-Based Distance Learning for Categorical Data Clustering -- Semi-supervised Text Classification Using RBF Networks -- Improving k-NN for Human Cancer Classification Using the Gene Expression Profiles -- Subgroup Discovery for Test Selection: A Novel Approach and Its Application to Breast Cancer Diagnosis -- Trajectory Voting and Classification Based on Spatiotemporal Similarity in Moving Object Databases -- Leveraging Call Center Logs for Customer Behavior Prediction -- Condensed Representation of Sequential Patterns According to Frequency-Based Measures -- ART-Based Neural Networks for Multi-label Classification -- Two-Way Grouping by One-Way Topic Models -- Selecting and Weighting Data for Building Consensus Gene Regulatory Networks -- Incremental Bayesian Network Learning for Scalable Feature Selection -- Feature Extraction and Selection from Vibration Measurements for Structural Health Monitoring -- Zero-Inflated Boosted Ensembles for Rare Event Counts -- Selected Contributions 2 (Short Talks) -- Mining the Temporal Dimension of the Information Propagation -- Adaptive Learning from Evolving Data Streams -- An Application of Intelligent Data Analysis Techniques to a Large Software Engineering Dataset -- Which Distance for the Identification and the Differentiation of Cell-Cycle Expressed Genes? -- Ontology-Driven KDD Process Composition -- Mining Frequent Gradual Itemsets from Large Databases -- Selecting Computer Architectures by Means of Control-Flow-Graph Mining -- Visualization-Driven Structural and Statistical Analysis of Turbulent Flows -- Distributed Algorithm for Computing Formal Concepts Using Map-Reduce Framework -- Multi-Optimisation Consensus Clustering -- Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences -- Measure of Similarity and Compactness in Competitive Space -- Bayesian Solutions to the Label Switching Problem -- Efficient Vertical Mining of Frequent Closures and Generators -- Isotonic Classification Trees.Information Systems and Applications, incl. Internet/Web, and HCI ;5772ComputersInformation storage and retrievalData miningPattern recognitionData structures (Computer science)Information technologyBusiness—Data processingTheory of Computationhttps://scigraph.springernature.com/ontologies/product-market-codes/I16005Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XData Structureshttps://scigraph.springernature.com/ontologies/product-market-codes/I15017IT in Businesshttps://scigraph.springernature.com/ontologies/product-market-codes/522000Kongress.swdLyon (2008)swdComputers.Information storage and retrieval.Data mining.Pattern recognition.Data structures (Computer science).Information technology.Business—Data processing.Theory of Computation.Information Storage and Retrieval.Data Mining and Knowledge Discovery.Pattern Recognition.Data Structures.IT in Business.006.31222gerDNBDAT 703fstubMAT 620fstubSS 4800rvkAdams Niall Medthttp://id.loc.gov/vocabulary/relators/edtRobardet Célineedthttp://id.loc.gov/vocabulary/relators/edtSiebes Arnoedthttp://id.loc.gov/vocabulary/relators/edtBoulicaut Jean-Francoisedthttp://id.loc.gov/vocabulary/relators/edtInternational Symposium on Intelligent Data AnalysisBOOK996465760203316Advances in Intelligent Data Analysis VIII773693UNISA