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2nd DS 1999: Tokyo, Japan
- Setsuo Arikawa, Koichi Furukawa:
Discovery Science, Second International Conference, DS '99, Tokyo, Japan, December, 1999, Proceedings. Lecture Notes in Computer Science 1721, Springer 1999, ISBN 3-540-66713-X
Invited Papers
- Jan M. Zytkow:
The Melting Pot of Automated Discovery: Principles for a New Science. 1-12 - Stuart Russell:
Expressive Probability Models in Science. 13-16
Contributed Papers
- Akihiro Nakaya, Hideharu Furukawa, Shinichi Morishita:
Weighted Majority Decision among Several Region Rules for Scientific Discovery. 17-29 - Guozhu Dong, Xiuzhen Zhang, Limsoon Wong, Jinyan Li:
CAEP: Classification by Aggregating Emerging Patterns. 30-42 - Yoshimitsu Kudoh, Makoto Haraguchi:
An Appropriate Abstraction for an Attribute-Oriented Induction. 43-55 - Kazuhisa Miwa:
Collaborative Hypothesis Testing Processes by Interactive Production Systems. 56-67 - Wataru Sunayama, Yukio Ohsawa, Masahiko Yachida:
Computer Aided Discovery of User's Hidden Interest for Query Restructuring. 68-79 - João Gama:
Iterative Naive Bayes. 80-91 - Kazunori Matsumoto, Kazuo Hashimoto:
Schema Design for Causal Law Mining from Incomplete Database. 92-102 - Akihiro Suyama, Naoya Negishi, Takahira Yamaguchi:
Design and Evaluation of an Environment to Automate the Construction of Inductive Applications. 103-114 - Osamu Maruyama, Tomoyuki Uchida, Kim Lan Sim, Satoru Miyano:
Designing Views in HypothesisCreator: System for Assisting in Discovery. 115-127 - Kouichi Tamari, Mayumi Yamasaki, Takuya Kida, Masayuki Takeda, Tomoko Fukuda, Ichiro Nanri:
Discovering Poetic Allusion in Anthologies of Classical Japanese Poems. 128-138 - Daisuke Ikeda:
Characteristic Sets of Strings Common to Semi-structured Documents. 139-147 - Katsuki Fujisawa, Yukinobu Hamuro, Naoki Katoh, Takeshi Tokuyama, Katsutoshi Yada:
Approximation of Optimal Two-Dimensional Association Rules for Categorical Attributes Using Semidefinite Programming. 148-159 - Kazunori Matsumoto, Takeo Hayase, Nobuyuki Ikeda:
Data Mining of Generalized Association Rules Using a Method of Partial-Match Retrieval. 160-171 - Carlos Domingo, Ricard Gavaldà, Osamu Watanabe:
Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms. 172-183 - Einoshin Suzuki:
Scheduled Discovery of Exception Rules. 184-195 - Teddy Turmeaux, Christel Vrain:
Learning in Constraint Databases. 196-207 - Yukio Ohsawa, Masahiko Yachida:
Discover Risky Active Faults by Indexing an Earthquake Sequence. 208-219 - Tsuyoshi Murata:
Machine Discovery Based on the Co-occurrence of References in a Search Engine. 220-229 - Genshiro Kitagawa, Tomoyuki Higuchi, Fumiyo N. Kondo:
Smoothness Prior Approach to Explore the Mean Structure in Large Time Series Data. 230-241 - Shigeru Takano, Teruya Minamoto, Hiroki Arimura, Koichi Niijima, Toshihiko Iyemori, Tohru Araki:
Automatic Detection of Geomagnetic Sudden Commencement Using Lifting Wavelet Filters. 242-251 - Eric McCreath, Mark D. Reid:
A Noise Resistant Model Inference System. 252-263 - Yoshitaka Kameya, Nobuhisa Ueda, Taisuke Sato:
A Graphical Method for Parameter Learning of Symbolic-Statistical Models. 264-276 - Hayato Ohwada, Fumio Mizoguchi:
Parallel Execution for Speeding Up Inductive Logic Programming Systems. 277-286 - Ryohei Nakano, Kazumi Saito:
Discovery of a Set of Nominally Conditioned Polynomials. 287-298 - Takeshi Shinohara, Jianping Chen, Hiroki Ishizaka:
H-Map: A Dimension Reduction Mapping for Approximate Retrieval of Multi-dimensional Data. 299-305 - Shinsuke Sugaya, Einoshin Suzuki:
Normal Form Transformation for Object Recognition Based on Support Vector Machines. 306-315
Posters
- Hideo Bannai, Satoru Miyano:
A Definition of Discovery in Terms of Generalized Descriptional Complexity. 316-318 - Manoranjan Dash, Huan Liu, Hiroshi Motoda:
Feature Selection Using Consistency Measure. 319-320 - Koichi Furukawa, Ikuo Kobayashi, Tomonobu Ozaki, Mutsumi Imai:
A Model of Children's Vocabulary Acquisition Using Inductive Logic Programming. 321-322 - Toshihiro Hamada, Akinobu Shimizu, Toyofumi Saito, Jun-ichi Hasegawa, Jun-ichiro Toriwaki:
Automatic Acquisition of Image Processing Procedures from Sample Sets of Classified Images Based on Requirement of Misclassification Rate. 323-325 - Hiroshi H. Hasegawa, Takashi Washio, Yukari Ishimiya:
"Thermodynamics" from Time Series Data Analysis. 326-327 - Daisuke Ikeda, Tsuyoshi Taguchi, Sachio Hirokawa:
Developing a Knowledge Network of URLs. 328-329 - Akihiro Inokuchi, Takashi Washio, Hiroshi Motoda:
Derivation of the Topology Structure from Massive Graph Data. 330-332 - Minoru Kawahara, Hiroyuki Kawano:
Mining Association Algorithm Based on ROC Convex Hull Method in Bibliographic Navigation System. 333-334 - Vladimir V. Krepets:
Regularization of Linear Regression Models in Various Metric Spaces. 335-337 - Shinya Maeda, Yuichi Umeda, Cyunyang Guan, Hajime Sawamura:
Argument-Based Agent Systems. 338-339 - Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio, Kohei Kumazawa, Naohide Arai:
Graph-Based Induction for General Graph Structured Data. 340-342 - Marghny H. Mohamed, Koichi Niijima:
Rules Extraction by Constructive Learning of Neural Networks and Hidden-Unit Clustering. 343-344 - Akihiro Nakaya, Shinichi Morishita:
Weighted Majority Decision among Region Rules for a Categorical Dataset. 345-346 - Ayahiko Niimi, Eiichiro Tazaki:
Rule Discovery Technique Using GP with Crossover to Maintain Variety. 347-348 - Makoto Ohigashi, Yuzuru Tanaka:
From Visualization to Interactive Animation of Database Records. 349-350 - Ryuta Osaki, Mitsuomi Shimada, Kuniaki Uehara:
Extraction of Primitive Motion for Human Motion Recognition. 351-352 - Kunihiko Sadakane, Hiroshi Imai:
Finding Meaningful Regions Containing Given Keywords from Large Text Collections. 353-354 - Shadan Saniepour, Behrouz H. Far:
Mining Adaptation Rules from Cases in CBR Systems. 355-356 - Motoyuki Suzuki, Takafumi Hayashi, Hiroki Mori, Shozo Makino, Hirotomo Aso:
An Automatic Acquisition of Acoustical Units for Speech Recognition Based on Hidden Markov Network. 357-358 - Toru Takae, Minoru Chikamune, Hiroki Arimura, Ayumi Shinohara, Hitoshi Inoue, Shun-ichi Takeya, Keiko Uezono, Terukazu Kawasaki:
Knowledge Discovery from Health Data Using Weighted Aggregation Classifiers. 359-361 - Takehiko Tanaka, Takashi Imajo:
Search for New Methods for Assignment of Complex Molecular Spectra. 362-363 - Masatoshi Tsuchiya, Sadao Kurohashi:
Automatic Discovery of Definition Patterns Based on the MDL Principle. 364-365 - Genta Ueno, Shinobu Machida, Nagatomo Nakamura, Tomoyuki Higuchi, Tohru Araki:
Detection of the Structure of Particle Velocity Distribution by Finite Mixture Distribution Model. 366-368 - Premysl Zak, Jaroslava Halova:
Mutagenes Discovery Using PC GUHA Software System. 369-370 - Xiaolong Zhang, Tetsuo Narita:
Discovering the Primary Factors of Cancer from Health and Living Habit Questionnaires. 371-
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