LEADER 04983oam 2200577 450 001 996465733803316 005 20210715110010.0 010 $a3-540-48412-4 024 7 $a10.1007/3-540-48412-4 035 $a(CKB)1000000000211095 035 $a(SSID)ssj0000320986 035 $a(PQKBManifestationID)11937812 035 $a(PQKBTitleCode)TC0000320986 035 $a(PQKBWorkID)10262782 035 $a(PQKB)11224223 035 $a(DE-He213)978-3-540-48412-7 035 $a(MiAaPQ)EBC3071715 035 $a(MiAaPQ)EBC6485707 035 $a(PPN)155201867 035 $a(EXLCZ)991000000000211095 100 $a20210715d1999 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aAdvances in intelligent data analysis $ethird international symposium, IDA-99, Amsterdam, the Netherlands, August 9-11, 1999 : proceedings /$fDavid J. Hand, Joost N. Kok, Michael R. Berthold (editors) 205 $a1st ed. 1999. 210 1$aBerlin ;$aHeidelberg :$cSpringer,$d[1999] 210 4$d©1999 215 $a1 online resource (XII, 544 p.) 225 1 $aLecture Notes in Computer Science,$x0302-9743 ;$v1642 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-66332-0 320 $aIncludes bibliographical references and index. 327 $aLearning -- From Theoretical Learnability to Statistical Measures of the Learnable -- ALM: A Methodology for Designing Accurate Linguistic Models for Intelligent Data Analysis -- A ?Top-Down and Prune? Induction Scheme for Constrained Decision Committees -- Mining Clusters with Association Rules -- Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series -- The Biases of Decision Tree Pruning Strategies -- Feature Selection as Retrospective Pruning in Hierarchical Clustering -- Discriminative Power of Input Features in a Fuzzy Model -- Learning Elements of Representations for Redescribing Robot Experiences -- ?Seeing? Objects in Spatial Datasets -- Intelligent Monitoring Method Using Time Varying Binomial Distribution Models for Pseudo-Periodic Communication Traffic -- Visualization -- Monitoring Human Information Processing via Intelligent Data Analysis of EEG Recordings -- Knowledge-Based Visualization to Support Spatial Data Mining -- Probabilistic Topic Maps: Navigating through Large Text Collections -- 3D Grand Tour for Multidimensional Data and Clusters -- Classification and Clustering -- A Decision Tree Algorithm for Ordinal Classification -- Discovering Dynamics Using Bayesian Clustering -- Integrating Declarative Knowledge in Hierarchical Clustering Tasks -- Nonparametric Linear Discriminant Analysis by Recursive Optimization with Random Initialization -- Supervised Classification Problems: How to Be Both Judge and Jury -- Temporal Pattern Generation Using Hidden Markov Model Based Unsupervised Classification -- Exploiting Similarity for Supporting Data Analysis and Problem Solving -- Multiple Prototype Model for Fuzzy Clustering -- A Comparison of Genetic Programming Variants for Data Classification -- Fuzzy Clustering Based on Modified Distance Measures -- Building Classes in Object-Based Languages by Automatic Clustering -- Integration -- Adjusted Estimation for the Combination of Classifiers -- Data-Driven Theory Refinement Using KBDistAl -- Reasoning about Input-Output Modeling of Dynamical Systems -- Undoing Statistical Advice -- A Method for Temporal Knowledge Conversion -- Applications -- Intrusion Detection through Behavioral Data -- Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry -- Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees -- Pump Failure Detection Using Support Vector Data Descriptions -- Data Mining for the Detection of Turning Points in Financial Time Series -- Computer-Assisted Classification of Legal Abstracts -- Sequential Control Logic Inferring Method from Observed Plant I/O Data -- Evaluating an Eye Screening Test -- Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure -- Media Mining -- Exploiting Structural Information for Text Classification on the WWW -- Multi-agent Web Information Retrieval: Neural Network Based Approach -- Adaptive Information Filtering Algorithms -- A Conceptual Graph Approach for Video Data Representation and Retrieval. 410 0$aLecture Notes in Computer Science,$x0302-9743 ;$v1642 606 $aMathematical statistics$vCongresses 615 0$aMathematical statistics 676 $a519.5 702 $aHand$b D. J$g(David J.),$f1950- 702 $aBerthold$b M$g(Michael), 702 $aKok$b Joost N. 712 12$aIDA-99 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bUtOrBLW 906 $aBOOK 912 $a996465733803316 996 $aAdvances in intelligent data analysis$92017464 997 $aUNISA