LEADER 06661nam 22007935 450 001 996465294403316 005 20211007210600.0 010 $a3-642-34156-X 024 7 $a10.1007/978-3-642-34156-4 035 $a(CKB)3280000000002200 035 $a(SSID)ssj0000788944 035 $a(PQKBManifestationID)11957402 035 $a(PQKBTitleCode)TC0000788944 035 $a(PQKBWorkID)10723601 035 $a(PQKB)10238573 035 $a(DE-He213)978-3-642-34156-4 035 $a(MiAaPQ)EBC3070838 035 $a(PPN)168326280 035 $a(EXLCZ)993280000000002200 100 $a20121026d2012 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aAdvances in Intelligent Data Analysis XI$b[electronic resource] $e11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012, Proceedings /$fedited by Jaakko Hollmen, Frank Klawonn, Allan Tucker 205 $a1st ed. 2012. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012. 215 $a1 online resource (XIV, 426 p. 136 illus.) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v7619 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-34155-1 320 $aIncludes bibliographical references and index. 327 $aIntelligent Data Analysis of Human Genetic Data -- Queries for Data Analysis -- Parallel Data Mining Revisited. Better, not Faster -- Weighting Features for Partition Around Medoids Using the Minkowski Metric -- On Initializations for the Minkowski Weighted K-Means -- A Skew-t-normal Multi-level Reduced-rank Functional PCA Model for the Analysis of Replicated Genomics Time Course Data -- Methodological Foundation for Sign Language 3D Motion Trajectory Analysis -- Assembly Detection in Continuous Neural Spike Train Data -- Online Techniques for Dealing with Concept Drift in Process Mining -- An Evolutionary Based Clustering Algorithm Applied to Data Compression for Industrial Systems -- Multi-label LeGo - Enhancing Multi-label Classifiers with Local Patterns -- Discriminative Dimensionality Reduction Mappings -- Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules -- Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation -- MCut: A Thresholding Strategy for Multi-label Classification -- Improving Tag Recommendation Using Few Associations -- Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models -- Constrained Clustering Using SAT -- Two-stage Approach for Electricity Consumption Forecasting in Public Buildings -- Online Predictive Model for Taxi Services -- Analysis of Noisy Biosignals for Musical Performance -- Information Theoretic Approach to Improve Performance of Networked Control Systems -- Learning Pattern Graphs for Multivariate Temporal Pattern Retrieval -- Batch-Incremental versus Instance-Incremental Learning in Dynamic and Evolving Data -- Applying Piecewise Approximation in Perceptron Training of Conditional Random Fields -- Patch-based Data Analysis Using Linear-Projection Diffusion -- Dictionary Construction for Patch-to-Tensor Embedding -- Where Are We Going? Predicting the Evolution of Individuals -- Use of General Purpose GPU Programing to Enhance the Classification of Leukemia Blast Cells in Blood Smear Images -- Intelligent Data Analysis by a Home-Use Human Monitoring Robot -- Sleep Musicalization: Automatic Music Composition from Sleep Measurements -- Engine Parameter Outlier Detection: Verification by Simulating PID Controllers Generated by Genetic Algorithm -- Unit Operational Pattern Analysis and Forecasting using EMD and SSA for Industrial Systems. 330 $aThis book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Analysis, IDA 2012, held in Helsinki, Finland, in October 2012. The 32 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 88 submissions. All current aspects of intelligent data analysis are addressed, including intelligent support for modeling and analyzing data from complex, dynamical systems. The papers focus on novel applications of IDA techniques to, e.g., networked digital information systems; novel modes of data acquisition and the associated issues; robustness and scalability issues of intelligent data analysis techniques; and visualization and dissemination results. 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v7619 606 $aDatabase management 606 $aApplication software 606 $aArtificial intelligence 606 $aInformation storage and retrieval 606 $aAlgorithms 606 $aData mining 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 615 0$aDatabase management. 615 0$aApplication software. 615 0$aArtificial intelligence. 615 0$aInformation storage and retrieval. 615 0$aAlgorithms. 615 0$aData mining. 615 14$aDatabase Management. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aArtificial Intelligence. 615 24$aInformation Storage and Retrieval. 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aData Mining and Knowledge Discovery. 676 $a519.5 702 $aHollmen$b Jaakko$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKlawonn$b Frank$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTucker$b Allan$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aInternational Symposium on Intelligent Data Analysis 906 $aBOOK 912 $a996465294403316 996 $aAdvances in Intelligent Data Analysis XI$92831282 997 $aUNISA