Machine learning and data mining in pattern recognition : second International Workshop, MLDM 2001, Leipzig, Germany, July 25-27, 2001 : proceedings

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Machine learning and data mining in pattern recognition : second International Workshop, MLDM 2001, Leipzig, Germany, July 25-27, 2001 : proceedings / Petra Perner (ed.)

資料種別:

図書

出版情報:

Berlin ; Tokyo : Springer, c2001

形態:

xi, 361 p. ; 24 cm

シリーズ名:

Lecture notes in computer science ; 2123 . Lecture notes in artificial intelligence <BA00009279>

著者名:

ISBN:

9783540423591 [3540423591]

書誌ID:

BA52905420

子書誌情報

フルテキスト

所蔵情報

他の版・巻

書誌詳細

注記:

Includes bibliographical references and index

主題:

Data mining--Congresses; Image processing--Congresses; Machine learning--Congresses; Pattern perception--Congresses

言語:

英語

目次情報:

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

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

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