LEADER 07062nam 22007335 450 001 996466357303316 005 20200704100121.0 010 $a3-540-30537-8 024 7 $a10.1007/b104156 035 $a(CKB)1000000000212655 035 $a(SSID)ssj0000135011 035 $a(PQKBManifestationID)11157920 035 $a(PQKBTitleCode)TC0000135011 035 $a(PQKBWorkID)10057691 035 $a(PQKB)11685843 035 $a(DE-He213)978-3-540-30537-8 035 $a(MiAaPQ)EBC3068410 035 $a(PPN)123090164 035 $a(EXLCZ)991000000000212655 100 $a20100312d2005 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aData Mining and Knowledge Management$b[electronic resource] $eChinese Academy of Sciences Symposium CASDMKD 2004, Beijing, China, July 12-14, 2004, Revised Paper /$fedited by Yong Shi, Weixuan Xu, Zhengxin Chen 205 $a1st ed. 2005. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2005. 215 $a1 online resource (XIV, 266 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v3327 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-23987-1 320 $aIncludes bibliographical references and index. 327 $aKeynote Lectures -- Visualization-Based Data Mining Tool and Its Web Application -- Knowledge Management, Habitual Domains, and Innovation Dynamics -- Knowledge-Information Circulation Through the Enterprise: Forward to the Roots of Knowledge Management -- Data Mining Methodology -- A Hybrid Nonlinear Classifier Based on Generalized Choquet Integrals -- Fuzzy Classification Using Self-Organizing Map and Learning Vector Quantization -- Solving Discriminant Models Using Interior Point Algorithm -- A Method for Solving Optimization Problem in Continuous Space Using Improved Ant Colony Algorithm -- Practical Issues of Data Mining -- Data Set Balancing -- Computation of Least Square Estimates Without Matrix Manipulation -- Ensuring Serializability for Mobile Data Mining on Multimedia Objects -- Data Mining for Bioinformatics -- ?Copasetic Clustering?: Making Sense of Large-Scale Images -- Ranking Gene Regulatory Network Models with Microarray Data and Bayesian Network -- On Efficiency of Experimental Designs for Single Factor cDNA Microarray Experiments -- Data Mining Applications -- Data Mining Approach in Scientific Research Organizations Evaluation Via Clustering -- Heuristics to Scenario-Based Capacity Expansion Problem of PWB Assembly Systems -- A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection -- classifications of Credit Cardholder Behavior by Using Multiple Criteria Non-linear Programming -- Multiple Criteria Linear Programming Data Mining Approach: An Application for Bankruptcy Prediction -- Knowledge Management for Enterprise -- Coordination and Cooperation in Manufacturer-Retailer Supply Chains -- Development of Enterprises? Capability Based on Cooperative Knowledge Network -- Information Mechanism, Knowledge Management and Arrangement of Corporate Stratagem -- An Integrating Model of Experts? Opinions -- Risk Management -- Cartographic Representation of the Uncertainty Related to Natural Disaster Risk: Overview and State of the Art -- A Multi-objective Decision-Making Method for Commercial Banks Loan Portfolio -- A Multi-factors Evaluation Method on Credit Evaluation of Commerce Banks -- Integration of Data Mining and Knowledge Management -- A Novel Hybrid AI System Framework for Crude Oil Price Forecasting -- A Neural Network and Web-Based Decision Support System for Forex Forecasting and Trading -- XML-Based Schemes for Business Project Portfolio Selection. 330 $acriteria linear and nonlinear programming has proven to be a very useful approach. ? Knowledge management for enterprise: These papers address various issues related to the application of knowledge management in corporations using various techniques. A particular emphasis here is on coordination and cooperation. ? Risk management: Better knowledge management also requires more advanced techniques for risk management, to identify, control, and minimize the impact of uncertain events, as shown in these papers, using fuzzy set theory and other approaches for better risk management. ? Integration of data mining and knowledge management: As indicated earlier, the integration of these two research fields is still in the early stage. Nevertheless, as shown in the papers selected in this volume, researchers have endearored to integrate data mining methods such as neural networks with various aspects related to knowledge management, such as decision support systems and expert systems, for better knowledge management. September 2004 Yong Shi Weixuan Xu Zhengxin Chen CASDMKM 2004 Organization Hosted by Institute of Policy and Management at the Chinese Academy of Sciences Graduate School of the Chinese Academy of Sciences International Journal of Information Technology and Decision Making Sponsored by Chinese Academy of Sciences National Natural Science Foundation of China University of Nebraska at Omaha, USA Conference Chairs Weixuan Xu, Chinese Academy of Sciences, China Yong Shi, University of Nebraska at Omaha, USA Advisory Committee. 410 0$aLecture Notes in Artificial Intelligence ;$v3327 606 $aArtificial intelligence 606 $aDatabase management 606 $aApplication software 606 $aInformation technology 606 $aBusiness?Data processing 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 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 $aComputer Appl. in Administrative Data Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/I2301X 606 $aIT in Business$3https://scigraph.springernature.com/ontologies/product-market-codes/522000 615 0$aArtificial intelligence. 615 0$aDatabase management. 615 0$aApplication software. 615 0$aInformation technology. 615 0$aBusiness?Data processing. 615 14$aArtificial Intelligence. 615 24$aDatabase Management. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aComputer Appl. in Administrative Data Processing. 615 24$aIT in Business. 676 $a006.3 702 $aShi$b Yong$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aXu$b Weixuan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aChen$b Zhengxin$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a996466357303316 996 $aData Mining and Knowledge Management$9772623 997 $aUNISA