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1.

図書

図書
Petra Perner, Patrick Wang, Azriel Rosenfeld, (eds.)
出版情報: Berlin : Springer, c1996  x, 392 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1121
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2.

図書

図書
Petra Perner, Azriel Rosenfeld (eds.)
出版情報: Berlin ; Tokyo : Springer, c2003  xii, 440 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2734 . Lecture notes in artificial intelligence
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3.

図書

図書
Petra Perner, Rüdiger Brause, Hermann-Georg Holzhütter (eds.)
出版情報: Berlin ; Tokyo : Springer, c2003  viii, 126 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2868
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4.

図書

図書
Sameer Singh ... [et al.] (eds.)
出版情報: Berlin : Springer, c2005  xxv, 809 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3687
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5.

図書

図書
Petra Perner (eds.)
出版情報: Berlin : Springer, c2006  xi, 592 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 4065 . Lecture notes in artificial intelligence
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6.

図書

図書
Petra Perner, Atsushi Imiya (eds.)
出版情報: Berlin : Springer, c2005  xvii, 695 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3587 . Lecture notes in artificial intelligence
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7.

図書

図書
Sameer Singh ... [et al.] (eds.)
出版情報: Berlin : Springer, c2005  xxvi, 689 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3686
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8.

図書

図書
Petra Perner (ed.)
出版情報: Berlin : Springer, c2004  viii, 172 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3275 . Lecture notes in artificial intelligence
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9.

図書

図書
Petra Perner, Maria Petrou (eds.)
出版情報: Berlin ; Tokyo : Springer, c1999  viii, 215 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1715 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Invited Papers
Learning in Pattern Recognition / M. Petrou
Advances in Predictive Data Mining Methods / S.J. Hong ; S.M. Weiss
Neural Networks Applied to Image Processing and Recognition
Multi-valued and Universal Binary Neurons: Learning Algorithms, Application to Image Processing and Recognition / I. N. Aizenberg ; N. N. Aizenberg ; G.A. Krivosheev
A Dynamics of the Hough Transform and Artificial Neural Networks / A. Imiya ; K. Kawamoto
Applications of Cellular Neural Networks for Shape from Shading Problem / M. Milanova ; P. E. M. Almeida ; J. Okamoto ; M. G. Simoes
Learning in Image Pre-Processing and Segmentation
Unsupervised Learning of Local Mean Grey Values for Image Pre-Processing / H. Jahn
Neural Networks in MR Image Estimation from Sparsely Sampled Scans / M. Reczko ; D.A. Karras ; V. Mertzios ; D. Graveron-Demilly ; D. van Ormondt
Extraction of Local Structural Features in Images by Using a Multi-scale Relevance Function / R. M. Palenichka ; M. A. Volgin
Image Retrieval
Independent Feature Analysis for Image Retrieval / J. Peng ; B. Bhanu
Non-hierarchical Clustering with Rival Penalized Competitive Learning for Information Retrieval / I. King ; T.-K. Lau
Classification and Image Interpretation
Automatic Design of Multiple Classifier Systems by Unsupervised Learning / G. Giacinto ; F. Roli
A Comparison between Neural Networks and Decision Trees / C. Jacobsen ; U. Zscherpel ; P. Perner
Symbolic Learning and Neural Networks in Document Processing
Symbolic Learning Techniques in Paper Document Processing / O. Altamura ; F. Esposito ; F. A. Lisi ; D. Malerba
Recognition of Printed Music Score / T. Beran ; T. Macek
Data Mining
Reproductive Process-Oriented Data Mining From Interactions between Human and Complex ArtifactSystem / T. Sawaragi
Generalized Fuzzy Aggregation Operators / K. R. Sasikala
A Data Mining Application for Monitoring Environmental Risks / A. Scaringella
Author Index
Invited Papers
Learning in Pattern Recognition / M. Petrou
Advances in Predictive Data Mining Methods / S.J. Hong ; S.M. Weiss
10.

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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目次情報: 続きを見る
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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