LEADER 06698nam 22008415 450 001 9910208852403321 005 20200706204116.0 010 $a3-540-36182-0 024 7 $a10.1007/3-540-36182-0 035 $a(CKB)3400000000100277 035 $a(SSID)ssj0000322657 035 $a(PQKBManifestationID)11233035 035 $a(PQKBTitleCode)TC0000322657 035 $a(PQKBWorkID)10288138 035 $a(PQKB)10083856 035 $a(DE-He213)978-3-540-36182-4 035 $a(MiAaPQ)EBC3072308 035 $a(PPN)155238078 035 $a(EXLCZ)993400000000100277 100 $a20121227d2002 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aDiscovery Science $e5th International Conference, DS 2002, Lubeck, Germany, November 24-26, 2002, Proceedings /$fedited by Steffen Lange, Ken Satoh, Carl H. Smith 205 $a1st ed. 2002. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2002. 215 $a1 online resource (XIV, 470 p.) 225 1 $aLecture Notes in Computer Science,$x0302-9743 ;$v2534 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-00188-3 320 $aIncludes bibliographical references and index. 327 $aInvited Talks -- Mathematics Based on Learning -- Data Mining with Graphical Models -- On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum -- In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project -- Learning Structure from Sequences, with Applications in a Digital Library -- Regular Papers -- Discovering Frequent Structured Patterns from String Databases: An Application to Biological Sequences -- Discovery in Hydrating Plaster Using Machine Learning Methods -- Revising Qualitative Models of Gene Regulation -- SEuS: Structure Extraction Using Summaries -- Discovering Best Variable-Length-Don?t-Care Patterns -- A Study on the Effiect of Class Distribution Using Cost-Sensitive Learning -- Model Complexity and Algorithm Selection in Classification -- Experiments with Projection Learning -- Improved Dataset Characterisation for Meta-learning -- Racing Committees for Large Datasets -- From Ensemble Methods to Comprehensible Models -- Learning the Causal Structure of Overlapping Variable Sets -- Extraction of Logical Rules from Data by Means of Piecewise-Linear Neural Networks -- Structuring Neural Networks through Bidirectional Clustering of Weights -- Toward Drawing an Atlas of Hypothesis Classes: Approximating a Hypothesis via Another Hypothesis Model -- Datascape Survey Using the Cascade Model -- Learning Hierarchical Skills from Observation -- Poster Papers -- Image Analysis for Detecting Faulty Spots from Microarray Images -- Inferring Gene Regulatory Networks from Time-Ordered Gene Expression Data Using Differential Equations -- DNA-Tract Curvature Profile Reconstruction: A Fragment Flipping Algorithm -- Evolution Map: Modeling State Transition of Typhoon Image Sequences by Spatio-Temporal Clustering -- Structure-Sweetness Relationships of Aspartame Derivatives by GUHA -- A Hybrid Approach for Chinese Named Entity Recognition -- Extraction of Word Senses from Human Factors in Knowledge Discovery -- Event Pattern Discovery from the Stock Market Bulletin -- Email Categorization Using Fast Machine Learning Algorithms -- Discovery of Maximal Analogies between Stories -- Automatic Wrapper Generation for Multilingual Web Resources -- Combining Multiple K-Nearest Neighbor Classifiers for Text Classification by Reducts -- ARISTA Causal Knowledge Discovery from Texts -- Knowledge Discovery as Applied to Music: Will Music Web Retrieval Revolutionize Musicology? -- Process Mining: Discovering Direct Successors in Process Logs -- The Emergence of Artificial Creole by the EM Algorithm -- Generalized Musical Pattern Discovery by Analogy from Local Viewpoints -- Using Genetic Algorithms-Based Approach for Better Decision Trees: A Computational Study -- Handling Feature Ambiguity in Knowledge Discovery from Time Series -- A Compositional Framework for Mining Longest Ranges -- Post-processing Operators for Browsing Large Sets of Association Rules -- Mining Patterns from Structured Data by Beam-Wise Graph-Based Induction -- Feature Selection for Propositionalization -- Subspace Clustering Based on Compressibility -- The Extra-Theoretical Dimension of Discovery Extracting Knowledge by Abduction -- Discovery Process on the WWW: Analysis Based on a Theory of Scientific Discovery -- Invention vs. Discovery A Critical Discussion. 410 0$aLecture Notes in Computer Science,$x0302-9743 ;$v2534 606 $aDatabase management 606 $aPhilosophy and science 606 $aComputer science 606 $aInformation storage and retrieval 606 $aArtificial intelligence 606 $aInformation technology 606 $aBusiness?Data processing 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aPhilosophy of Science$3https://scigraph.springernature.com/ontologies/product-market-codes/E34000 606 $aComputer Science, general$3https://scigraph.springernature.com/ontologies/product-market-codes/I00001 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aIT in Business$3https://scigraph.springernature.com/ontologies/product-market-codes/522000 615 0$aDatabase management. 615 0$aPhilosophy and science. 615 0$aComputer science. 615 0$aInformation storage and retrieval. 615 0$aArtificial intelligence. 615 0$aInformation technology. 615 0$aBusiness?Data processing. 615 14$aDatabase Management. 615 24$aPhilosophy of Science. 615 24$aComputer Science, general. 615 24$aInformation Storage and Retrieval. 615 24$aArtificial Intelligence. 615 24$aIT in Business. 676 $a501 702 $aLange$b Steffen$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSatoh$b Ken$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSmith$b Carl H$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aInternational Conference on Discovery Science 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910208852403321 996 $aDiscovery Science$92968615 997 $aUNINA