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 |