Advances in Intelligent Data Analysis IX [[electronic resource] ] : 9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010, Proceedings / / edited by Paul R. Cohen, Niall M. Adams, Michael R. Berthold

• Record Nr.: UNISA996465926903316
• Pubbl/distr/stampa: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010
• ISBN: 1-280-38655-X; 9786613564474; 3-642-13062-3
• Edizione: [1st ed. 2010.]
• Descrizione fisica: 1 online resource (XIII, 260 p. 89 illus.)
• Collana: Information Systems and Applications, incl. Internet/Web, and HCI ; ; 6065
• Disciplina: 519.5
• Soggetti: Database management; Artificial intelligence; Computer programming; Application software; Information storage and retrieval; Computers; Database Management; Artificial Intelligence; Programming Techniques; Information Systems Applications (incl. Internet); Information Storage and Retrieval; Computation by Abstract Devices
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di bibliografia: Includes bibliographic references and index.
• Nota di contenuto: Changing the Focus of the IDA Symposium -- Changing the Focus of the IDA Symposium -- Invited Papers -- Graph Identification -- Intelligent Data Analysis of Intelligent Systems -- Selected Contributions -- Measurement and Dynamical Analysis of Computer Performance Data -- Recursive Sequence Mining to Discover Named ; Entity Relations -- Integration and Dissemination of Citizen Reported and Seismically Derived Earthquake Information via Social Network Technologies -- Detecting Leukemia (AML) Blood Cells Using Cellular Automata and Heuristic Search -- Oracle Coached Decision Trees and Lists -- Statistical Modelling for Data from Experiments with Short Hairpin RNAs -- InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance -- Deterministic Finite Automata in the Detection of EEG Spikes and Seizures -- Bipartite Graphs for Monitoring Clusters Transitions -- Data Mining for Modeling Chiller Systems in Data Centers -- The Applications of Artificial Neural Networks in the Identification of Quantitative Structure-Activity Relationships for Chemotherapeutic Drug Carcinogenicity -- Image Approach towards Document Mining in Neuroscientific Publications -- Similarity Kernels for Nearest Neighbor-Based Outlier Detection -- End-to-End Support for Dating Paleolandforms -- Spatial Variable Importance Assessment for Yield Prediction in Precision Agriculture -- Selecting the Links in BisoNets Generated from Document Collections -- Novelty Detection in Projected Spaces for Structural Health Monitoring -- A Framework for Path-Oriented Network Simplification -- A Data-Driven Paradigm to Understand Multimodal Communication in Human-Human and Human-Robot Interaction -- Using CAPTCHAs to Index Cultural Artifacts.