04983oam 2200577 450 99646573380331620210715110010.03-540-48412-410.1007/3-540-48412-4(CKB)1000000000211095(SSID)ssj0000320986(PQKBManifestationID)11937812(PQKBTitleCode)TC0000320986(PQKBWorkID)10262782(PQKB)11224223(DE-He213)978-3-540-48412-7(MiAaPQ)EBC3071715(MiAaPQ)EBC6485707(PPN)155201867(EXLCZ)99100000000021109520210715d1999 uy 0engurnn|008mamaatxtccrAdvances in intelligent data analysis third international symposium, IDA-99, Amsterdam, the Netherlands, August 9-11, 1999 : proceedings /David J. Hand, Joost N. Kok, Michael R. Berthold (editors)1st ed. 1999.Berlin ;Heidelberg :Springer,[1999]©19991 online resource (XII, 544 p.) Lecture Notes in Computer Science,0302-9743 ;1642Bibliographic Level Mode of Issuance: Monograph3-540-66332-0 Includes bibliographical references and index.Learning -- 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.Lecture Notes in Computer Science,0302-9743 ;1642Mathematical statisticsCongressesMathematical statistics519.5Hand D. J(David J.),1950-Berthold M(Michael),Kok Joost N.IDA-99MiAaPQMiAaPQUtOrBLWBOOK996465733803316Advances in intelligent data analysis2017464UNISA