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1.

図書

図書
Klaus P. Jantke, Ayumi Shinohara (eds.)
出版情報: Berlin ; New York : Springer, c2001  xii, 494 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2226 . Lecture notes in artificial intelligence
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2.

図書

図書
Einoshin Suzuki, Setsuo Arikawa (eds.)
出版情報: Berlin : Springer, c2004  xiv, 430 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3245 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Long Papers
Pattern Mining
Predictive Graph Mining / Andreas Karwath ; Luc De Raedt
An Efficient Algorithm for Enumerating Closed Patterns in Transaction Databases / Takeaki Uno ; Tatsuya Asai ; Yuzo Uchida ; Hiroki Arimura
Finding Optimal Pairs of Cooperative and Competing Patterns with Bounded Distance / Shunsuke Inenaga ; Hideo Bannai ; Heikki Hyyrö ; Ayumi Shinohara ; Masayuki Takeda ; Kenta Nakai ; Satoru Miyano
Classification
Mining Noisy Data Streams via a Discriminative Model / Fang Chu ; Yizhou Wang ; Carlo Zaniolo
CorClass: Correlated Association Rule Mining for Classification / Albrecht Zimmermann
Maximum a Posteriori Tree Augmented Naive Bayes Classifiers / Jesús Cerquides ; Ramon Lòpez de Màntaras
Outlier Detection
Improving Prediction of Distance-Based Outliers / Fabrizio Angiulli ; Stefano Basta ; Clara Pizzuti
Detecting Outliers via Logical Theories and Its Data Complexity / Gianluigi Greco ; Luigi Palopoli
Clustering
Fast Hierarchical Clustering Algorithm Using Locality-Sensitive Hashing / Hisashi Koga ; Tetsuo Ishibashi ; Toshinori Watanabe
Measuring the Similarity for Heterogenous Data: An Ordered Probability-Based Approach / SiQuang Le ; TuBao Ho
Feature Construction and Generation
Constructive Inductive Learning Based on Meta-attributes / Kouzou Ohara ; Yukio Onishi ; Noboru Babaguchi ; Hiroshi Motoda
Resemblance Coefficient and a Quantum Genetic Algorithm for Feature Selection / Gexiang Zhang ; Laizhao Hu ; Weidong Jin
Knowledge Acquisition
Extracting Positive Attributions from Scientific Papers / Son Bao Pham ; Achim Hoffmann
Enhancing SVM with Visualization / Thanh-Nghi Do ; François Poulet
An Associative Information Retrieval Based on the Dependency of Term Co-occurrence / Mina Akaishi ; Ken Satoh ; Yuzuru Tanaka
On the Convergence of Incremental Knowledge Base Construction / Tri M. Cao ; Eric Martin ; Paul Compton
Discovery Science in Reality
Privacy Problems with Anonymized Transaction Databases / Taneli Mielikäinen
A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data / Ruggero G. Pensa ; Jérémy Besson ; Jean-François Boulicaut
Using the Computer to Study the Dynamics of the Handwriting Processes / Gilles Caporossi ; Denis Alamargot ; David Chesnet
Product Recommendation in e-Commerce Using Direct and Indirect Confidence for Historical User Sessions / Przemysław Kazienko
Regular Papers
Optimal Discovery of Subword Associations in Strings / Alberto Apostolico ; Cinzia Pizzi ; Giorgio Satta
Tiling Databases / Floris Geerts ; Bart Goethals
A Clustering of Interestingness Measures / Benoît Vaillant ; Philippe Lenca ; Stéphane Lallich
Extracting Minimal and Closed Monotone DNF Formulas / Yoshikazu Shima ; Shinji Mitsuishi ; Kouichi Hirata ; Masateru Harao
Characterizations of Multivalued Dependencies and Related Expressions / José Luis Balcázar ; Jaume Baixeries
Machine Learning Algorithms
Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class / Fabrice Muhlenbach ; Djamel A. Zighed
A New Clustering Algorithm Based On Cluster Validity Indices / Minho Kim ; R.S. Ramakrishna
An Efficient Rules Induction Algorithm for Rough Set Classification / Songbo Tan ; Jun Gu
Analysing the Trade-Off Between Comprehensibility and Accuracy in Mimetic Models / Ricardo Blanco-Vega ; José Hernández-Orallo ; María José Ramírez-Quintana
Generating AVTs Using GA for Learning Decision Tree Classifiers with Missing Data / Jinu Joo ; Jun Zhang ; Jihoon Yang ; Vasant Honavar
Web Mining
Using WWW-Distribution of Words in Detecting Peculiar Web Pages 355 Masayuki Hirose / Einoshin Suzuki
DHT Facilitated Web Service Discovery Incorporating Semantic Annotation / Shoujian Yu ; Jianwei Liu ; Jiajin Le
Discovering Relationships Among Catalogs / Ryutaro Ichise ; Masahiro Hamasaki ; Hideaki Takeda
Applications of Predictive Methods
Reasoning-Based Knowledge Extraction for Text Classification / Chiara Cumbo ; Salvatore Iiritano ; Pasquale Rullo
A Useful System Prototype for Intrusion Detection - Architecture and Experiments / Ye Du ; Huiqiang Wang ; Yonggang Pang
Discovery of Hidden Similarity on Collaborative Filtering to Overcome Sparsity Problem / Sanghack Lee ; Sung-Yong Park
Interdisciplinary Approaches
Seamlessly Supporting Combined Knowledge Discovery and Query Answering: A Case Study / Marcelo A.T. Aragão ; Alvaro A.A. Fernandes
A Structuralist Approach Towards Computational Scientific Discovery / Charles-David Wajnberg ; Vincent Corruble ; Jean-Gabriel Ganascia ; C. Ulises Moulines
Extracting Modal Implications and Equivalences from Cognitive Minds / Radoslaw Piotr Katarzyniak
Author Index
Long Papers
Pattern Mining
Predictive Graph Mining / Andreas Karwath ; Luc De Raedt
3.

図書

図書
Setsuo Arikawa, Koichi Furukawa (eds.)
出版情報: Berlin ; Tokyo : Springer, c1999  xi, 374 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1721 . Lecture notes in artificial intelligence
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4.

図書

図書
Setsuo Arikawa, Hiroshi Motoda (eds.)
出版情報: Berlin ; Tokyo : Springer, c1998  xi, 456 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1532 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Philosophical Aspects of Scientific Discovery : A Historical Survey / Keiichi Noé
Learning, Mining, or Modeling? A Case Study from Paleoecology / Heikki Mannila ; Hannu Toivonen ; Atte Korhola ; Heikki Olander
The Computer-Aided Discovery of Scientific Knowledge / Pat Langley
On Classification and Regression / Shinichi Morishita
Knowledge Discovery in Biological and Chemical Domains / Stephen Muggleton
Random Case Analysis of Inductive Learning Algorithms / Kuniaki Uehara
On Variants of Iterative Learning / Steffen Lange ; Gunter Grieser
Uniform Characterizations of Polynomial-Query Learnabilities / Yosuke Hayashi ; Satoshi Matsumoto ; Ayumi Shinohara ; Masayuki Takeda
Inferring a Rewriting System from Examples / Yasuhito Mukouchi ; Ikuyo Yamaue ; Masako Sato
Toward Genomic Hypothesis Creator: View Designer for Discovery / Osamu Maruyama ; Tomoyuki Uchida ; Takayoshi Shoudai ; Satoru Miyano
Visualization of Community Knowledge Interaction Using Associative Rep-resentation / Takashi Hirata ; Harumi Maeda ; Toyoaki Nishida
Discovering Characteristic Patterns from Collections of Classical Japanese Poems / Mayumi Yamasaki ; Tomoko Fukuda ; Ichirō Nanri
Approximate Retrieval of High-dimensional Data by Spatial Indexing / Takeshi Shinohara ; Jiyuan An ; Hiroki Ishizaka
Practical Algorithms for On-line Sampling / Carlos Domingo ; Ricard Gavaldà ; Osamu Watanabe
Discovering Conceptual Differences among People from Cases / Tetsuya Yoshida ; Teruyuki Kondo
Discovery of Unknown Causes from Unexpected Co-occurrence of Inferred Known Causes / Yukio Ohsawa ; Masahiko Yachida
Refining Search Expression by Discovering Hidden User's Interests / Wataru Sunayama ; Yuji Nomura
The Discovery of Rules from Brain Images / Hiroshi Tsukimoto ; Chie Morita
Instance Guided Rule Induction / Nobuhiro Yugami ; Yuiko Ohta ; Seishi Okamoto
Learning with Globally Predictive Tests / Michael J. Pazzani
Query-Initiated Discovery of Interesting Association Rules / Jongpil Yoon ; Larry Kerschberg
Boosting Cost-Sensitive Trees / Kai Ming Ting ; Zijian Zheng
On the Boosting Algorithm for Multiclass Functions based on Information-Theoretic Criterion for Approximation / Eiji Takimoto ; Akira Maruoka
The Continuous-Function Attribute Class in Decision Tree Induction / Michael Boronowsky
Feature Transformation and Multivariate Decision Tree Induction / Huan Liu ; Rudy Setiono
Formal Logics of Discovery and Hypothesis Formation by Machine / Petr Hájek ; Martin Holeňa
Finding Hypotheses from Examples by Computing the Least Generalization of Bottom Clauses / Kimihito Ito ; Akihiro Yamamoto
On the Completion of the Most Specific Hypothesis Computation in Inverse Entailment for Mutual Recursion / Koichi Furukawa
Biochemical Knowledge Discovery Using Inductive Logic Programming / Ashwin Srinivasan ; R.D. King ; M.J.E. Sternberg
Computational Characteristics of Law Discovery Using Neural Networks / Ryohei Nakano ; Kazumi Saito
Development of SDS2: Smart Discovery System for Simultaneous Equation Systems / Takashi Washio ; Hiroshi Motoda
Discovery of Differential Equations from Numerical Data / Koichi Niijima ; Hidemi Uchida ; Eiju Hirowatari ; Setsuo Arikawa
Automatic Transaction of Signal via Statistical Modeling / Genshiro Kitagawa ; Tomoyuki Higuchi
Empirical Comparison of Competing Query Learning Methods / Naoki Abe ; Hiroshi Mamitsuka ; Atsuyoshi Nakamura
Abstracting a Human's Decision Process by PRISM / Yoshitaka Kameya ; Taisuke Sato
Mechanisms of Self-Organized Renormalizability / Hiroshi H. Hasegawa ; Yoshikazu Ohtaki
An Efficient Tool for Discovering Simple Combinatorial Patterns from Large Text Databases / Hiroki Arimura ; Atsushi Wataki ; Ryoichi Fujino ; Shinichi Shimozono
A Similarity Finding System under a Goal Concept / Makoto Haraguchi ; Tokuyasu Kakuta
Parallel Induction Algorithms for Large Samples / Tohgoroh Matsui ; Nobuhiro Inuzuka ; Hirohisa Seki ; Hidenori Itoh
Toward Effective Knowledge Acquisition with First Order Logic Induction / Xiaolong Zhang ; Tetsuo Narita ; Masayuki Numao
A Logic of Discovery / Jānis Bārzdiņ&sbreve; ; Rūsiņš Freivalds ; Carl H. Smith
A Strong Relevant Logic Model of Epistemic Processes in Scientific Discovery / Jingde Cheng
Four-Fold Table Calculi for Discovery Science / Jan Ranch
Parallel Organization Algorithm for Graph Matching and Subgraph Isomorphism Detection / Yoshinori Nakanishi
Visualizing Semantic Clusters in the Internet Information Space / Etsuya Shibayama ; Jun Yabe ; Shin Takahashi ; Mitsuru Matsuda
KN on ZK - Knowledge Network on Network Note Pad ZK / Sachio Hirokawa ; Tsuyoshi Taguchi
Virtual Integration of Distributed Database by Multiple Agents / Takao Mohri ; Yuji Takada
Development of Some Methods and Tools for Discovering ConceptualKnowledge / Tu Bao Ho ; Trong Dung Nguyen ; Ngoc Binh Nguyen ; Takuya Ito
Reducing the Dimensions of Attributes by Selection and Aggregation / Akiko Aizawa
On the Number of Clusters in Cluster Analysis / Atsuhiro Takasu
Geometric Clustering Models in Feature Space / Mary Inaba ; Hiroshi Imai
Efficient Mining of Association Rules with Item Constraints / Shin-Mu Tseng
GDT-RS: A Probabilistic Rough Induction Approach / Juzhen Dong ; Ning Zhong ; Setsuo Ohsuga
A Constructive Fuzzy NGE Learning System / Maria do Carmo Nicoletti ; Flavia Oliveira Santos
Composing Inductive Applications Using Ontologies for Machine Learning / Akihiro Suyama ; Naoya Negishi ; Takahira Yamagchi
TDDA, a Data Mining Tool for Text Databases: A Case History in a Lung Cancer Text Database / Jeffrey A. Goldman ; Wesley Chu ; D. Stott Parker ; Robert M. Goldman
Crowww Classification and Retrieval on WWW / Phyllis Anwyl ; Atsushi Itoh ; Ayako Oono
Extracting Knowledge Patterns from Ticket Data / Maria de Fatima Rodrigues ; Carlos Ramos ; Pedro Rangel Henriques
Automatic Acquisition of Phoneme Models and Its Application to Phoneme Labeling of a Large Size of Speech Corpus / Motoyuki Suzuki ; Teruhiko Maeda ; Hiroki Mori ; Shozo Makino
An Experimental Agricultural Data Mining System / Kazunori Matsumoto
Data Mining Oriented System for Business Applications / Yukinobu Hamuro ; Naoki Katoh ; Katsutoshi Yada
Moving Object Recognition Using Wavelets and Learning of Eigenspaces / Shigeru Takano ; Teruya Minamoto
Search for New Methods for Assignment of Complex Molecular Spectra and a Program Package for Simulation of Molecular Spectra / Takehiko Tanaka ; Takashi Imajo
Computer Aided Hypotheses Based Drug Discovery Using CATALYSTRTM and PC GUHA Software Systems (A Case Study of Catechol Analogs Against Malignant Melanoma) / Jaroslava Halova ; Oldrich Strouf ; Premysl Zak ; Anna Sochorova ; Noritaka Uchida ; Hiroshi Okimoto ; Tomoaki Yuzuri ; Kazuhisa Sakakibara ; Minora Hirota
Knowledge Discovery through the Navigation Inside the Human Body / Toyofumi Saito ; Jun-ichiro Toriwaki ; Kensaku Mori
Application of Discovery Science to Solar-Terrestrial Physics / Tohru Araki ; Toshihiko Iyemori ; Masahito Nose ; Takaaki Wada ; Yoshifumi Futaana ; Genta Ueno ; Toyohisa Kamei ; Akinori Saito
Incorporating a Navigation Tool into a WWW Browser / Hiroshi Sawai ; Hayato Ohwada ; Fumio Mizoguchi
Author Index
Philosophical Aspects of Scientific Discovery : A Historical Survey / Keiichi Noé
Learning, Mining, or Modeling? A Case Study from Paleoecology / Heikki Mannila ; Hannu Toivonen ; Atte Korhola ; Heikki Olander
The Computer-Aided Discovery of Scientific Knowledge / Pat Langley
5.

図書

図書
Ljupčo Todorovski, Nada Lavrač, Klaus P. Jantke (eds.)
出版情報: Berlin : Springer, c2006  xiv, 384 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 4265 . Lecture notes in artificial intelligence
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6.

図書

図書
[Achim Hoffmann, Hiroshi Motoda, Tobias Scheffer (eds.)]
出版情報: Berlin : Springer, c2005  xvi, 400 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3735 . Lecture notes in artificial intelligence
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7.

図書

図書
Setsuo Arikawa, Shinichi Morishita (eds.)
出版情報: Berlin ; New York : Springer, c2000  xii, 332 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1967 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Invited Papers
A Survey of Association-Rule Mining / Jeffrey D. Ullman
Degrees of Belief, Random Worlds, and Maximum Entropy / Joseph Y. Halpern
Discovery and Deduction / Masami Hagiya ; Koichi Takahashi
Regular Papers
Integrating Information Visualization and Retrieval for Discovering Internet Sources / Hayato Ohwada ; Fumio Mizoguchi
A Unifying Approach to HTML Wrapper Representation and Learning / Gunter Grieser ; Klaus P. Jantke ; Steffen Lange ; Bernd Thomas
Discovery of Web Communities Based on the Co-occurrence of References / Tsuyoshi Murata
Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension of the Self-Organizing Map / Panu Somervuo ; Teuvo Kohonen
A Simple Greedy Algorithm for Finding Functional Relations: Efficient Implementation and Average Case Analysis / Tatsuya Akutsu ; Satoru Miyano ; Satoru Kuhara
Graph-Based Induction for General Graph Structured Data and Its Application to Chemical Compound Data / Takashi Matsuda ; Tadashi Horiuchi ; Hiroshi Motoda ; Takashi Washio
Discovering Characteristic Expressions from Literary Works: A New Text Analysis Method beyond N-Gram Statistics and KWIC / Masayuki Takeda ; Tetsuya Matsumoto ; Tomoko Fukuda ; IchiroNanri
Classifying Scenarios Using Belief Decision Trees / Zied Elouedi ; Khaled Mellouli
A Practical Algorithm to Find the Best Subsequence Patterns / Masahiro Hirao ; Hiromasa Hoshino ; Ayumi Shinohara ; Setsuo Arikawa
On-Line Estimation of Hidden Markov Model Parameters / Jun Mizuno ; Tatsuya Watanabe ; Kazuya Ueki ; Kazuyuki Amano ; Eiji Takimoto ; Akira Maruoka
Computationally Efficient Heuristics for If-Then Rule Extraction from Freed-Forward Neural Networks / Hyeoncheol Kim
Language Learning with a Neighbor System / Yasuhito Mukouchi ; Masako Sato
Application of Multivariate Maxwellian Mixture Model to Plasma Velocity Distribution Function / Genta Ueno ; Nagatomo Nakamura ; Tomoyuki Higuchi ; Takashi Tsuchiya ; Shinobu Machida ; Tohru Araki
Knowledge Discovery from fMRI Brain Images by Logical Regression Analysis / Hiroshi Tsukimoto ; Mitsuru Kakimoto ; Chie Morita ; Yoshiaki Kikuchi ; Eiko Hatakeyama ; Yoshifumi Miyazaki
Human Discovery Processes Based on Searching Experiments in Virtual Psychological Research Environment / Kazuhisa Miwa
Poster Papers
Prediction of Binding Affinities for Protein-ligand Complexes with Neural Network Models / Vladimir V. Krepets ; Natalya V. Belkina
Automatic and Accurate Determination of the Onset Time of the Quasi-periodic Oscillation
TheRoleofChoiceinDiscovery / Judith Devaney
Search for New Methods for Assignment of Complex Molecular Spectra / Takehiko Tanaka
Computational Analysis for Discovery on the Plasma Waves Observed by Scientific Satellites / Yoshiya Kasahara ; Ryotaro Niitsu ; Yousuke Akimoto ; Toru Sato
Direction Finding of the Waves in Plasma Using Energy Function / Yoshitaka Goto
Coping the Challenge of Mutagenes Discovery with Gil I.A for Windows / Premysl Zak ; Jaroslava Halova
Discovering Interpretable Rules that Explain Customers' Brand Choice Behavior / Yukinobu Hamuro ; Naoki Katoh ; Katsutoshi Yada
Mining for 4ft Association Rules / Jan Rauch ; Milan Simunek
Rule Discovery Technique Using Genetic Programming Combined with Apriori Algorithm / Ayahiko Niimi ; Eiichiro Tazaki
Discovery of M-of-N Concepts for Classification / Nobuhiro Yugami
Issues in Organizing a Successful Knowledge Discovery Contest / Einoshin Suzuki
Knowledge Integration of Rule Mining and Schema Discovering / Kohei Maruyama ; Kuniaki Uehara
Discovery of Correlation from Multi-stream of Human Motion / Mitsuomi Shimada
An Appropriate Abstraction for Constructing a Compact Decision Tree / Yoshimitsu Kudoh ; Makoto Haraguchi
Extraction Positive and Negative Keywords for Web Communities / Daisuke Ikeda ; Sachio Hirokawa
Nonequilibrium Thermodynamics from Time Series Data Analysis / Hiroshi H. Hasegawa ; Yukari Ishimiya ; Takeshi Saito
Automatic Determination Algorithm for the Optimum Number of States in NL-HMnet / Motoyuki uzuki ; Shozo Makino
Comparative Study of Automatic Acquisition Methods of Image Processing Procedures / Toshihiro Hamada ; Akinobu Shimizu ; Toyofumi Saito ; Jun-ichi Hasegawa ; Jun-ichiro Toriwaki
Extraction of Authors' Characteristics from Japanese Modern Sentences via N-gram Distribution / Tsukasa Matsuura ; Yasumasa Kanada
Combination Retrieval for Creating Knowledge from Sparse Document Collection / Naohiro Matsumura ; Yukio Ohsawa
Discovery of Nominally Conditioned Polynomials Using Neural Networks, Vector Quantizers and Decision Trees / Kazumi Saito ; Ryohei Nakano
Author Index
Invited Papers
A Survey of Association-Rule Mining / Jeffrey D. Ullman
Degrees of Belief, Random Worlds, and Maximum Entropy / Joseph Y. Halpern
8.

図書

図書
Gunter Grieser, Yuzuru Tanaka, Akihiro Yamamoto (eds.)
出版情報: Berlin ; Tokyo : Springer, c2003  xii, 504 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2843 . Lecture notes in artificial intelligence
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9.

図書

図書
Steffen Lange, Ken Satoh, Carl H. Smith (eds.)
出版情報: Berlin ; Tokyo : Springer, c2002  xiii, 464 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2534
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10.

電子ブック

EB
International Conference on Discovery Science, Achim Hoffmann, Takeo Kanade, Hiroshi Motoda, Tobias Scheffer
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2005
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