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図書

図書
Petra Perner (ed.)
出版情報: Berlin ; Tokyo : Springer, c2001  xi, 361 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2123 . Lecture notes in artificial intelligence
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Invited Paper
Technology of Text Mining / A. Visa
Evaluation of Clinical Relevance of Clinical Laboratory Investigations by Data Mining / U. Sack ; M. Kamprad
Case-Based Reasoning and Associative Memory
Temporal Abstractions and Case-Based Reasoning for Medical Course Data: Two Prognostic Applications / R. Schmidt ; L. Gierl
Are Case-Based Reasoning and Dissimilarity-Based Classification Two Sides of the Same Coin? / P. Perner
FAM-Based Fuzzy Inference for Detecting Shot Transitions / S.-W. Jang ; G.-Y. Kim ; H.-I. Choi
Rule Induction and Grammars
Rule-Based Ensemble Solutions for Regression / N. Indurkhya ; S. M. Weiss
Learning XML Grammars / H. Fernau
First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps / D. Malerba ; F. Esposito ; A. Lanza ; F.A. Lisi
Clustering and Conceptual Clustering
Concepts Learning with Fuzzy Clustering and Relevance Feedback / B. Bhanu ; A. Dong
LC: A Conceptual Clustering Algorithm / J. F. Martinez-Trinidad ; G. Sanchez-Diaz
Data Mining on Signal, Images, Text and Temporal-Spatial Data
Data Mining Approach Based on Information-Statistical Analysis: Application to Temporal-Spatial Data / B.K. Sy ; A.K. Gupta
A Hybrid Tool for Data Mining in Picture Archiving System / T. Belikova
Feature Selection for a Real-World Learning Task / D. Kollmar ; D.H. Hellmann
Automatic Identification of Diatoms Using Decision Forests / S. Fischer ; H. Bunke
Validation of Text Clustering Based on Document Contents / J. Toivonen ; A.Visa ; T. Vesanen ; B. Back ; H. Vanharanta
Nonlinear Function Learning and Neural Net Based Learning
Statistical and Neural Approaches for Estimating Parameters of a Speckle Model Based on the Nakagami Distribution / M.P. Wachowiak ; R. Smolíkova ; M.G. Milanova ; A.S. Elmaghraby
How to Automate Neural Net Based Learning / R. Linder ; S.J. Poppl
Nonlinear Function Learning and Classification Using Optimal Radial Basis Function Networks / A. Krzy&Zdot above;ak
Learning for Handwriting Recognition
Local Learning Framework for Recognition of Lowercase Handwritten Characters / J.-x. Dong ; C.Y. Suen
Mirror Image Learning for Handwritten Numeral Recognition / M. Shi ; T. Wakabayashi ; W. Ohyama ; F. Kimura
Statistical and Evolutionary Learning
Face Detection by Aggregated Bayesian Network Classifiers / T.V. Pham ; M. Worring ; A.W.M. Smeulders
Towards Self-Exploring Discriminating Features / Y. Wu ; T.S. Huang
PCA-Based Model Selection and Fitting for Linear Manifolds / A. Imiya ; H. Ootani
Statistics of Flow Vectors and Its Application to the Voting Method for the Detection of Flow Fields / K. Iwawaki
On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples / K. Krawiec
Featureless Pattern Recognition in an Imaginary Hilbert Space and Its Application to Protein Fold Classification / V. Mottl ; S. Dvoenko ; O. Seredin ; C. Kulikowski ; I. Muchnik
Content-Based Image Retrieval
Adaptive Query Shifting for Content-Based Image Retrieval / G. Giacinto ; F. Roli ; G. Fumera
Content-Based Similarity Assessment in Multi-segmented Medical Image Data Bases / G. Potamias
Author Index
Invited Paper
Technology of Text Mining / A. Visa
Evaluation of Clinical Relevance of Clinical Laboratory Investigations by Data Mining / U. Sack ; M. Kamprad
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図書

図書
sponsored by IEEE Region 10 ; co-sponsored by Indian Institute of Science, Bangalore ; organized by IEEE Bangalore Section
出版情報: New Delhi : Allied Publishers Private Ltd. , [Piscataway, N.J.] : IEEE, c2003  4 v. (xxxviii, 1626 p.) ; 28 cm
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