04813nam 2200625Ia 450 991048313410332120200520144314.03-642-03915-410.1007/978-3-642-03915-7(CKB)1000000000772846(SSID)ssj0000316001(PQKBManifestationID)11229635(PQKBTitleCode)TC0000316001(PQKBWorkID)10263059(PQKB)10300352(DE-He213)978-3-642-03915-7(MiAaPQ)EBC3064481(PPN)139955224(EXLCZ)99100000000077284620090826d2009 uy 0engurnn#008mamaatxtccrAdvances in intelligent data analysis VIII 8th international symposium on intelligent data analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings /Niall M. Adams, Celine Robardet, Arno Siebes, Jean-Francois Boulicaut (eds.)1st ed. 2009.Berlin ;Heidelberg Springer-Verlag20091 online resource (XIII, 418 p.)Lecture notes in computer science,0302-9743 ;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.Lecture notes in computer science ;5772.Mathematical statisticsData processingCongressesExpert systems (Computer science)CongressesMathematical statisticsData processingExpert systems (Computer science)006.31222gerDNBDAT 703fstubMAT 620fstubSS 4800rvkAdams Niall M.1968-1694572Robardet Celine1757043Siebes Arno1757044Boulicaut Jean-Francois1757045International Symposium on Intelligent Data AnalysisMiAaPQMiAaPQMiAaPQBOOK9910483134103321Advances in intelligent data analysis VIII4194681UNINA