Classification and information processing at the turn of the millennium : proceedings of the 23rd annual conference of the Gesellschaft für Klassifikation e.V., University of Bielefeld, March 10-12, 1999
著者
書誌事項
Classification and information processing at the turn of the millennium : proceedings of the 23rd annual conference of the Gesellschaft für Klassifikation e.V., University of Bielefeld, March 10-12, 1999
(Studies in classification, data analysis, and knowledge organization)
Springer, c2000
大学図書館所蔵 全6件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Includes bibliographical references and indexes
内容説明・目次
内容説明
This volume contains revised versions of selected papers presented dur ing the 23rd Annual Conference of the German Classification Society GfKl (Gesellschaft fiir Klassifikation). The conference took place at the Univer sity of Bielefeld (Germany) in March 1999 under the title "Classification and Information Processing at the Turn of the Millennium". Researchers and practitioners - interested in data analysis, classification, and information processing in the broad sense, including computer science, multimedia, WWW, knowledge discovery, and data mining as well as spe cial application areas such as (in alphabetical order) biology, finance, genome analysis, marketing, medicine, public health, and text analysis - had the op portunity to discuss recent developments and to establish cross-disciplinary cooperation in their fields of interest. Additionally, software and book pre sentations as well as several tutorial courses were organized. The scientific program of the conference included 18 plenary or semi plenary lectures and more than 100 presentations in special sections. The peer-reviewed papers are presented in 5 chapters as follows: * Data Analysis and Classification * Computer Science, Computational Statistics, and Data Mining * Management Science, Marketing, and Finance * Biology, Genome Analysis, and Medicine * Text Analysis and Information Retrieval As an unambiguous assignment of results to single chapters is sometimes difficult papers are grouped in a way that the editors found appropriate.
目次
Data Analysis and Classification: G. Arminger, J. Wittenberg, P. Stein: New Developments in Latent Variable Models.- H.-H. Bock: Regression-Type Models for Kohonen`s Self-Organizing Networks.-J. Meulman: Relational Data Analysis, Discrimination and Classification.- S. Nishisato: Data Types and Information: Beyond the Current Practice of Data Analysis.-A. Okada, T. Imaizumi: Two-Mode Three-Way Asymmetric Multidimensional Scaling with Constraints on Asymmetry.-H. Bensmail, J. Meulman: Regularized Discriminant Analysis with Optimally Scaled Data.-W. Castillo, J. Trejos: Recurrence Properties in Two-Mode Hierarchical Clustering.-J. Conde, M. Colomer, C. Capdevila, A. Gil: On Pyramidal Classification in the Delimitation of Climatic Regions in Catalonia.-F. Dau, R. Wille: On the Modal Understanding of Triadic Contexts.-S. Gabler, J. Blasius: Clustering and Scaling: Grouping Variables in Burt Matrices.-K. Jajuga, M. Walesiak: Standardisation of Data Set under Different Mesurement Scales.-P. Lory, D. Gietl: Neural Networks for Two-Group Classification Problems with Monotonicity Hints.-R. Pfluger, O. Gefeller: A Bridge from the Nearest Neighbour to the Fixed Bandwidth in Nonparametric Functional Estimation.-W. Theis, C. Weihs: Clustering Techniques for the Detection of Business Cycles.- J. Trejos, W. Castillo: Simulated Annealing Optimization for Two-mode Partitioning.-Computer Science, Computational Statistics, and Data Mining: W. Hauke: Competiveness of Evolutionary Algorithms.-J. Kacprzyk: Intelligent Data Analysis via Linguistic Data Summaries: A fuzzy Logic Approach.-G. Lindner, R. Studer: Algorithm Selection Support for Classification.-K. Mainzer: Society of Knowledge - Interdisciplinary Perspectives of Information Processing in Virtual Networks.-P. Naeve: What is Computational Statistics?.-M.Feldmann: A Development Framework for Nature Analogic Heuristics.-C. Heidsiek, W. Uhr: Systematizing and Evaluating Data Mining Methods.-T. Hermes, A. Miene, P. Kreyenhop: On Textures: A Sketch of a Texture-Based Image Segmentation Approach.-T. Hermes, A. Miene, O. Moehrke: Automatic Texture Classification by Visual Properties.-S. Kuhlins, A. Korthaus: Java Servlets versus CGI - Implications for Remote Data Analysis.-D. Pechtel, K.-D. Kuhnert: Generating Automatically Local Feature Groups of Complex and Deformed Objects.-F. Sauberlich, W. Gaul: Decision Tree Construction by Association Rules.-B. Stein, O. Niggemann, U. Husemeyer: Learning Complex Similarity Measures.-M. Thomas, R.-D. Reiss: Graphical Programming in Statistics: The XGPL Prototype.-Management Science, Marketing, and Finance: U. Wagner, C. Boyer: Measuring Brand Loyalty on the Individual Level: a Comparative Study.-U. Bankhofer: Facility Location Planning with Qualitative Location Factors.-K. Bartels, Y. Boztug, M. Muller: Testing the Multinomial Logit Model.-T. Burkhardt: Time Optimal Portfolio Selection: Mean-variance-efficient Sets for Arithmetic and Geometric Brownian Price Processes.-N. Goerz, L. Hildebrandt, D. Annacker: Analyzing Multigroup Data with Structural Equation Models.-S. Hensel-Boerner, H. Sattler: Validity of Customized and Adaptive Hybrid Conjoint Analysis.-Y. Kimura, A. Okada: Analysis of the Assessments of One's Values Among Different Cohorts in Age and Sex by Multidimensional Scaling.-J. Limperger: Impacts of Hedging with Futures on Optimal Production Levels.-B. Nietert: How to Integrate Stock Price Jumps into Portfolio Selection.-W. Polasek, L. Ren: A Multivariate GARCH-M Model for Exchange Rates in the US, Germany and Japan.-A. Tangian: A Model for Constructing Quadratic
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