LEADER 07487nam 22008415 450 001 996465406703316 005 20200703202049.0 010 $a3-540-46145-0 024 7 $a10.1007/3-540-46145-0 035 $a(CKB)1000000000211842 035 $a(SSID)ssj0000317112 035 $a(PQKBManifestationID)11292336 035 $a(PQKBTitleCode)TC0000317112 035 $a(PQKBWorkID)10305672 035 $a(PQKB)10151728 035 $a(DE-He213)978-3-540-46145-6 035 $a(MiAaPQ)EBC3062469 035 $a(MiAaPQ)EBC6282878 035 $a(PPN)12372080X 035 $a(EXLCZ)991000000000211842 100 $a20121227d2002 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aData Warehousing and Knowledge Discovery$b[electronic resource] $e4th International Conference, DaWaK 2002, Aix-en-Provence, France, September 4-6, 2002. Proceedings /$fedited by Yahiko Kambayashi, Werner Winiwarter, Masatoshi Arikawa 205 $a1st ed. 2002. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2002. 215 $a1 online resource (XIII, 339 p.) 225 1 $aLecture Notes in Computer Science,$x0302-9743 ;$v2454 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-44123-9 320 $aIncludes bibliographical references. 327 $aAssociation Rules -- A Comparison between Query Languages for the Extraction of Association Rules -- Learning from Dissociations* -- Mining Association Rules from XML Data -- Estimating Joint Probabilities from Marginal Ones* -- Clustering -- Self-Tuning Clustering: An Adaptive Clustering Method for Transaction Data -- CoFD: An Algorithm for Non-distance Based Clustering in High Dimensional Spaces* -- An Efficient K-Medoids-Based Algorithm Using Previous Medoid Index, Triangular Inequality Elimination Criteria, and Partial Distance Search -- Web Mining and Security -- A Hybrid Approach to Web Usage Mining -- Building and Exploiting Ad Hoc Concept Hierarchies for Web Log Analysis -- Authorization Based on Evidence and Trust* -- An Algorithm for Building User-Role Profiles in a Trust Environment1 -- Data Mining Techniques -- Neural-Based Approaches for Improving the Accuracy of Decision Trees -- Approximate k-Closest-Pairs with Space Filling Curves -- Optimal Dimension Order: A Generic Technique for the Similarity Join -- Fast Discovery of Sequential Patterns by Memory Indexing -- Data Cleansing -- Dynamic Similarity for Fields with NULL Values -- Outlier Detection Using Replicator Neural Networks -- The Closed Keys Base of Frequent Itemsets -- Applications -- New Representation and Algorithm for Drawing RNA Structure with Pseudoknots* -- Boosting Naive Bayes for Claim Fraud Diagnosis -- Optimization of Association Word Knowledge Base through Genetic Algorithm -- Mining Temporal Patterns from Health Care Data* -- Data Warehouse Design -- Adding a Performance-Oriented Perspective to Data Warehouse Design -- Cost Modeling and Estimation for OLAP-XML Federations -- Constraint-Free Join Processing on Hyperlinked Web Data -- Focusing on Data Distribution in the WebD2W System -- OLAP -- A Decathlon in Multidimensional Modeling: Open Issues and Some Solutions -- Modeling and Imputation of Large Incomplete Multidimensional Datasets -- PartJoin:An Efficient Storage and Query Execution for Data Warehouses -- Data Warehouse Maintenance -- A Transactional Approach to Parallel Data Warehouse Maintenance -- Striving towards Near Real-Time Data Integration for Data Warehouses -- Time-Interval Sampling for Improved Estimations in Data Warehouses. 330 $aWithin the last few years Data Warehousing and Knowledge Discovery technology has established itself as a key technology for enterprises that wish to improve the quality of the results obtained from data analysis, decision support, and the automatic extraction of knowledge from data. The Fourth International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2002) continues a series of successful conferences dedicated to this topic. Its main objective is to bring together researchers and practitioners to discuss research issues and experience in developing and deploying data warehousing and knowledge discovery systems, applications, and solutions. The conference focuses on the logical and physical design of data warehousing and knowledge discovery systems. The scope of the papers covers the most recent and relevant topics in the areas of association rules, clustering, Web mining, security, data mining techniques, data cleansing, applications, data warehouse design and maintenance, and OLAP. These proceedings contain the technical papers selected for presentation at the conference. We received more than 100 papers from over 20 countries, and the program committee finally selected 32 papers. The conference program included one invited talk: ?Text Mining Applications of a Shallow Parser? by Walter Daelemans, Univer- ty of Antwerp, Belgium. We would like to thank the DEXA 2002 Workshop General Chair (Roland Wagner) th and the organizing committee of the 13 International Conference on Database and Expert Systems Applications (DEXA 2002) for their support and their cooperation. 410 0$aLecture Notes in Computer Science,$x0302-9743 ;$v2454 606 $aData structures (Computer science) 606 $aDatabase management 606 $aInformation storage and retrieval 606 $aComputer communication systems 606 $aApplication software 606 $aMultimedia information systems 606 $aData Structures and Information Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/I15009 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aMultimedia Information Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I18059 615 0$aData structures (Computer science). 615 0$aDatabase management. 615 0$aInformation storage and retrieval. 615 0$aComputer communication systems. 615 0$aApplication software. 615 0$aMultimedia information systems. 615 14$aData Structures and Information Theory. 615 24$aDatabase Management. 615 24$aInformation Storage and Retrieval. 615 24$aComputer Communication Networks. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aMultimedia Information Systems. 676 $a658.4/038/0285574 702 $aKambayashi$b Yahiko$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWiniwarter$b Werner$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aArikawa$b Masatoshi$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aDaWaK 2002 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465406703316 996 $aData Warehousing and Knowledge Discovery$9772048 997 $aUNISA LEADER 04157nam 2200709 450 001 9910823618203321 005 20230803220611.0 010 $a3-11-026920-1 024 7 $a10.1515/9783110269208 035 $a(CKB)2550000001169803 035 $a(EBL)1130394 035 $a(OCoLC)865329979 035 $a(SSID)ssj0001061457 035 $a(PQKBManifestationID)12397415 035 $a(PQKBTitleCode)TC0001061457 035 $a(PQKBWorkID)11098614 035 $a(PQKB)10107656 035 $a(MiAaPQ)EBC1130394 035 $a(DE-B1597)173778 035 $a(OCoLC)979912210 035 $a(DE-B1597)9783110269208 035 $a(Au-PeEL)EBL1130394 035 $a(CaPaEBR)ebr10819974 035 $a(CaONFJC)MIL551788 035 $a(EXLCZ)992550000001169803 100 $a20130726h20142014 uy| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aOscillatory neural networks $ein problems of parallel information processing /$fMargarita G. Kuzmina, Eduard A. Manykin, Evgeny Grichuk 210 1$aBerlin ;$aBoston :$cWalter de Gruyter GmbH & Co. KG,$d[2014] 210 4$dİ2014 215 $a1 online resource (172 p.) 300 $aDescription based upon print version of record. 311 $a3-11-026835-3 311 $a1-306-20537-9 320 $aIncludes bibliographical references and index. 327 $t Frontmatter -- $tPreface -- $tAcknowledgments -- $tContents -- $t1. Introduction -- $t2. Neural and oscillatory networks of associative memory -- $t3. Oscillatory networks for modeling the brain structures performance -- $t4. Image processing based on the oscillatory network model -- $t5. Parallel information processing and photon echo -- $t6. Stochastic oscillators for modeling polarized light beams -- $tSummary and some perspectives -- $tIndex 330 $aUnderstanding of the human brain functioning currently represents a challenging problem. In contrast to usual serial computers and complicated hierarchically organized artificial man-made systems, decentralized, parallel and distributed information processing principles are inherent to the brain. Besides adaptation and learning, which play a crucial role in brain functioning, oscillatory neural activity, synchronization and resonance accompany the brain work. Neural-like oscillatory network models, designed by the authors for image processing, allow to elucidate the capabilities of dynamical, synchronization-based types of image processing, presumably exploited by the brain. The oscillatory network models, studied by means of computer modeling and qualitative analysis, are presented and discussed in the book. Some other problems of parallel distributed information processing are also considered, such as a recall process from network memory for large-scale recurrent associative memory neural networks, performance of oscillatory networks of associative memory, dynamical oscillatory network methods of image processing with synchronization-based performance, optical parallel information processing based on the nonlinear optical phenomenon of photon echo, and modeling random electric fields of quasi-monochromatic polarized light beams using systems of superposed stochastic oscillators. This makes the book highly interesting to researchers dealing with various aspects of parallel information processing. 606 $aHuman information processing 606 $aNeural networks (Neurobiology) 610 $aComputational Mathematics. 610 $aCoupled Oscillators. 610 $aImage Processing. 610 $aNeural Networks. 610 $aSelf-Organization. 610 $aSynchronization. 615 0$aHuman information processing. 615 0$aNeural networks (Neurobiology) 676 $a612.8 700 $aKuz?mina$b M. G$g(Margarita Georgievna)$01615722 701 $aManykin$b Eduard$01615723 701 $aGrichuk$b Evgeny$01615724 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910823618203321 996 $aOscillatory neural networks$93946050 997 $aUNINA