Dordrecht, Holland ; Boston : D. Reidel , Hingham, MA, U.S.A. : Sold and distributed in the U.S.A. and Canada by Kluwer Academic Publishers, c1984 viii, 329 p. ; 23 cm
Dordrecht, Holland ; Boston : D. Reidel , Norwell, Mass. : Sold and distributed in the U.S.A. and Canada by Kluwer Academic Publishers, c1987 vii, 412 p. ; 23 cm
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
Searching for Mutual Exclusion Algorithms Using BDDs / Koichi Takahashi ; Masami Hagiya
Reducing Search Space in Solving Higher-Order Equations / Tetsuo Ida ; Mircea Marin ; Taro Suzuki
The Structure of Scientific Discovery: From a Philosophical Point of View / Keiichi Noé
Ideal Concepts, Intuitions, and Mathematical Knowledge Acquisitions in Husserl and Hilbert / Mitsuhiro Okada
Theory of Judgments and Derivations / Masahiko Sato
Efficient Data Mining from Large Text Databases / Hiroki Arimura ; Hiroshi Sakamoto ; Setsuo Arikawa
A Computational Model for Children's Language Acquisition Using Inductive Logic Programming / Ikuo Kobayashi ; Koichi Furukawa ; Tomonobu Ozaki ; Mutsumi Imai
Some Criterions for Selecting the Best Data Abstractions / Makoto Haraguchi ; Yoshimitsu Kudoh
Discovery of Chances Underlying Real Data / Yukio Ohsawa
Towards the Integration of Inductive and Nonmonotonic Logic Programming / Chiaki Sakama
EM Learning for Symbolic-Statistical Models in Statistical Abduction / Taisuke Sato
Refutable/Inductive Learning from Neighbor Examples and Its Application to Decision Trees over Patterns / Masako Sato ; Yasuhito Mukouchi ; Mikiharu Terada
Constructing a Critical Casebase to Represent a Lattice-Based Relation / Ken Satoh
On Dimension Reduction Mappings for Approximate Retrieval of Multi-dimensional Data / Takeshi Shinohara ; Hiroki Ishizaka
Classification of Object Sequences Using Syntactical Structure / Atsuhiro Takasu
Top-Down Decision Tree Boosting and Its Applications
Extraction of Primitive Motion and Discovery of Association Rules from Human Motion Data / Kuniaki Uehara ; Mitsuomi Shimada
Algorithmic Aspects of Boosting / Osamu Watanabe
Automatic Detection of Geomagnetic Jerks by Applying a Statistical TimeSeries Model to Geomagnetic Monthly Means / Hiromichi Nagao ; Tomoyuki Higuchi ; Toshihiko Iyemori ; Tohru Araki
Application of Multivariate Maxwellian Mixture Model to Plasma Velocity Distribution / Genta Ueno ; Nagatomo Nakamura ; Takashi Tsuchiya ; Shinobu Machida
Inductive Thermodynamics from Time Series Data Analysis / Hiroshi H. Hasegawa ; Takashi Washio ; Yukari Ishimiya
Mining of Topographic Feature from Heterogeneous Imagery and Its Application to Lunar Craters / Rie Honda ; Yuichi Iijima ; Osamu Konishi
Application of Neural Network Technique to Combustion Spray Dynamics Analysis / Yuji Ikeda ; Dariusz Mazurkiewicz
Computational Analysis of Plasma Waves and Particles in the Auroral Region Observed by Scientific Satellite / Yoshiya Kasahara ; Ryotaro Niitsu ; Toru Sato
A Flexible Modeling of Global Plasma Profile Deduced from Wave Data / Yoshitaka Goto
Extraction of Signal from High Dimensional Time Series: Analysis of Ocean Bottom Seismograph Data / Genshiro Kitagawa ; Tetsuo Takanami ; Asako Kuwano ; Yoshio Murai ; Hideki Shimamura
Computing Optimal Hypotheses Efficiently for Boosting / Shinichi Morishita
Discovering Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables / Ryohei Nakano ; Kazumi Saito
Finding of Signal and Image by Integer-Type Haar Lifting Wavelet Transform / Koichi Niijima ; Shigeru Takano
In Pursuit of Interesting Patterns with Undirected Discovery of Exception Rules / Einoshin Suzuki
Mining from Literary Texts: Pattern Discovery and Similarity Computation / Tomoko Fukuda ; Ichirō Nanri
Second Difference Method Reinforced by Grouping: A New Tool for Assistance in Assignment of Complex Molecular Spectra / Takehiko Tanaka
Discovery of Positive and Negative Knowledge in Medical Databases Using Rough Sets / Shusaku Tsumoto
Toward the Discovery of First Principle Based Scientific Law Equations / Hiroshi Motoda
A Machine Learning Algorithm for Analyzing String Patterns Helps to Discover Simple and Interpretable Business Rules from Purchase History / Yukinobu Hamuro ; Hideki Kawata ; Naoki Katoh ; Katsutoshi Yada
Constructing Inductive Applications by Meta-Learning with Method Repositories / Hidenao Abe ; Takahira Yamaguchi
Visualization and Analysis of Web Graphs / Sachio Hirokawa ; Daisuke Ikeda
Knowledge Discovery in Auto-tuning Parallel Numerical Library / Hisayasu Kuroda ; Takahiro Katagiri ; Yasumasa Kanada
Extended Association Algorithm Based on ROC Analysis for Visual Information Navigator / Hiroyuki Kawano ; Minoru Kawahara
WWW Visualization Tools for Discovering Interesting Web Pages / Hironori Hiraishi ; Fumio Mizoguchi
Scalable and Comprehensible Visualization for Discovery of Knowledge from the Internet / Etsuya Shibayama ; Masashi Toyoda ; Jun Yabe ; Shin Takahashi
Meme Media for Re-editing and Redistributing Intellectual Assets and Their Application to Interactive Virtual Information Materialization / Yuzuru Tanaka
Author Index
Searching for Mutual Exclusion Algorithms Using BDDs / Koichi Takahashi ; Masami Hagiya
Reducing Search Space in Solving Higher-Order Equations / Tetsuo Ida ; Mircea Marin ; Taro Suzuki
The Structure of Scientific Discovery: From a Philosophical Point of View / Keiichi Noé
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
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
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
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
Amsterdam ; New York : North-Holland Pub. Co. , Warszawa : PWN--Polish Scientific Publishers , New York : Sole distributors for the U.S.A. and Canada, Elsevier North-Holland, 1982 xiv, 856 p. ; 23 cm
図書
