Data Mining and Knowledge Management: Chinese Academy of Sciences Symposium CASDMKD 2004, Beijing, China, July 12-14, 2004, Revised Paper: Lecture Notes in Computer Science, cartea 3327
Editat de Yong Shi, Weixuan Xu, Zhengxin Chenen Limba Engleză Paperback – 31 ian 2005
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Specificații
ISBN-13: 9783540239871
ISBN-10: 3540239871
Pagini: 284
Ilustrații: XIV, 266 p.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.4 kg
Ediția:2005
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540239871
Pagini: 284
Ilustrații: XIV, 266 p.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.4 kg
Ediția:2005
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
Keynote 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 CorporateStratagem.- 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.