Table of Contents

• The Melting Pot of Automated Discovery: Principles for a New ScienceJan M. Zytkow. 1-12 [doi]
• Expressive Probability Models in ScienceStuart J. Russell. 13-16 [doi]
• Weighted Majority Decision among Several Region Rules for Scientific DiscoveryAkihiro Nakaya, Hideharu Furukawa, Shinichi Morishita. 17-29 [doi]
• CAEP: Classification by Aggregating Emerging PatternsGuozhu Dong, Xiuzhen Zhang, Limsoon Wong, Jinyan Li. 30-42 [doi]
• An Appropriate Abstraction for an Attribute-Oriented InductionYoshimitsu Kudoh, Makoto Haraguchi. 43-55 [doi]
• Collaborative Hypothesis Testing Processes by Interactive Production SystemsKazuhisa Miwa. 56-67 [doi]
• Computer Aided Discovery of User s Hidden Interest for Query RestructuringWataru Sunayama, Yukio Ohsawa, Masahiko Yachida. 68-79 [doi]
• Iterative Naive BayesJoao Gama. 80-91 [doi]
• Schema Design for Causal Law Mining from Incomplete DatabaseKazunori Matsumoto, Kazuo Hashimoto. 92-102 [doi]
• Design and Evaluation of an Environment to Automate the Construction of Inductive ApplicationsAkihiro Suyama, Naoya Negishi, Takahira Yamaguchi. 103-114 [doi]
• Designing Views in HypothesisCreator: System for Assisting in DiscoveryOsamu Maruyama, Tomoyuki Uchida, Kim Lan Sim, Satoru Miyano. 115-127 [doi]
• Discovering Poetic Allusion in Anthologies of Classical Japanese PoemsKouichi Tamari, Mayumi Yamasaki, Takuya Kida, Masayuki Takeda, Tomoko Fukuda, Ichiro Nanri. 128-138 [doi]
• Characteristic Sets of Strings Common to Semi-structured DocumentsDaisuke Ikeda. 139-147 [doi]
• Approximation of Optimal Two-Dimensional Association Rules for Categorical Attributes Using Semidefinite ProgrammingKatsuki Fujisawa, Yukinobu Hamuro, Naoki Katoh, Takeshi Tokuyama, Katsutoshi Yada. 148-159 [doi]
• Data Mining of Generalized Association Rules Using a Method of Partial-Match RetrievalKazunori Matsumoto, Takeo Hayase, Nobuyuki Ikeda. 160-171 [doi]
• Adaptive Sampling Methods for Scaling Up Knowledge Discovery AlgorithmsCarlos Domingo, Ricard Gavaldà, Osamu Watanabe. 172-183 [doi]
• Scheduled Discovery of Exception RulesEinoshin Suzuki. 184-195 [doi]
• Learning in Constraint DatabasesTeddy Turmeaux, Christel Vrain. 196-207 [doi]
• Discover Risky Active Faults by Indexing an Earthquake SequenceYukio Ohsawa, Masahiko Yachida. 208-219 [doi]
• Machine Discovery Based on the Co-occurrence of References in a Search EngineTsuyoshi Murata. 220-229 [doi]
• Smoothness Prior Approach to Explore the Mean Structure in Large Time Series DataGenshiro Kitagawa, Tomoyuki Higuchi, Fumiyo N. Kondo. 230-241 [doi]
• Automatic Detection of Geomagnetic Sudden Commencement Using Lifting Wavelet FiltersShigeru Takano, Teruya Minamoto, Hiroki Arimura, Koichi Niijima, Toshihiko Iyemori, Tohru Araki. 242-251 [doi]
• A Noise Resistant Model Inference SystemEric McCreath, Mark Reid. 252-263 [doi]
• A Graphical Method for Parameter Learning of Symbolic-Statistical ModelsYoshitaka Kameya, Nobuhisa Ueda, Taisuke Sato. 264-276 [doi]
• Parallel Execution for Speeding Up Inductive Logic Programming SystemsHayato Ohwada, Fumio Mizoguchi. 277-286 [doi]
• Discovery of a Set of Nominally Conditioned PolynomialsRyohei Nakano, Kazumi Saito. 287-298 [doi]
• H-Map: A Dimension Reduction Mapping for Approximate Retrieval of Multi-dimensional DataTakeshi Shinohara, Jianping Chen, Hiroki Ishizaka. 299-305 [doi]
• Normal Form Transformation for Object Recognition Based on Support Vector MachinesShinsuke Sugaya, Einoshin Suzuki. 306-315 [doi]
• A Definition of Discovery in Terms of Generalized Descriptional ComplexityHideo Bannai, Satoru Miyano. 316-318 [doi]
• Feature Selection Using Consistency MeasureManoranjan Dash, Huan Liu, Hiroshi Motoda. 319-320 [doi]
• A Model of Children s Vocabulary Acquisition Using Inductive Logic ProgrammingKoichi Furukawa, Ikuo Kobayashi, Tomonobu Ozaki, Mutsumi Imai. 321-322 [doi]
• Automatic Acquisition of Image Processing Procedures from Sample Sets of Classified Images Based on Requirement of Misclassification RateToshihiro Hamada, Akinobu Shimizu, Toyofumi Saito, Jun-ichi Hasegawa, Jun-ichiro Toriwaki. 323-325 [doi]
• Thermodynamics from Time Series Data AnalysisHiroshi H. Hasegawa, Takashi Washio, Yukari Ishimiya. 326-327 [doi]
• Developing a Knowledge Network of URLsDaisuke Ikeda, Tsuyoshi Taguchi, Sachio Hirokawa. 328-329 [doi]
• Derivation of the Topology Structure from Massive Graph DataAkihiro Inokuchi, Takashi Washio, Hiroshi Motoda. 330-332 [doi]
• Mining Association Algorithm Based on ROC Convex Hull Method in Bibliographic Navigation SystemMinoru Kawahara, Hiroyuki Kawano. 333-334 [doi]
• Regularization of Linear Regression Models in Various Metric SpacesVladimir V. Krepets. 335-337 [doi]
• Argument-Based Agent SystemsShinya Maeda, Yuichi Umeda, Cyunyang Guan, Hajime Sawamura. 338-339 [doi]
• Graph-Based Induction for General Graph Structured DataTakashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio, Kohei Kumazawa, Naohide Arai. 340-342 [doi]
• Rules Extraction by Constructive Learning of Neural Networks and Hidden-Unit ClusteringMarghny H. Mohamed, Koichi Niijima. 343-344 [doi]
• Weighted Majority Decision among Region Rules for a Categorical DatasetAkihiro Nakaya, Shinichi Morishita. 345-346 [doi]
• Rule Discovery Technique Using GP with Crossover to Maintain VarietyAyahiko Niimi, Eiichiro Tazaki. 347-348 [doi]
• From Visualization to Interactive Animation of Database RecordsMakoto Ohigashi, Yuzuru Tanaka. 349-350 [doi]
• Extraction of Primitive Motion for Human Motion RecognitionRyuta Osaki, Mitsuomi Shimada, Kuniaki Uehara. 351-352 [doi]
• Finding Meaningful Regions Containing Given Keywords from Large Text CollectionsKunihiko Sadakane, Hiroshi Imai. 353-354 [doi]
• Mining Adaptation Rules from Cases in CBR SystemsShadan Saniepour, Behrouz H. Far. 355-356 [doi]
• An Automatic Acquisition of Acoustical Units for Speech Recognition Based on Hidden Markov NetworkMotoyuki Suzuki, Takafumi Hayashi, Hiroki Mori, Shozo Makino, Hirotomo Aso. 357-358 [doi]
• Knowledge Discovery from Health Data Using Weighted Aggregation ClassifiersToru Takae, Minoru Chikamune, Hiroki Arimura, Ayumi Shinohara, Hitoshi Inoue, Shun-ichi Takeya, Keiko Uezono, Terukazu Kawasaki. 359-361 [doi]
• Search for New Methods for Assignment of Complex Molecular SpectraTakehiko Tanaka, Takashi Imajo. 362-363 [doi]
• Automatic Discovery of Definition Patterns Based on the MDL PrincipleMasatoshi Tsuchiya, Sadao Kurohashi. 364-365 [doi]
• Detection of the Structure of Particle Velocity Distribution by Finite Mixture Distribution ModelGenta Ueno, Shinobu Machida, Nagatomo Nakamura, Tomoyuki Higuchi, Tohru Araki. 366-368 [doi]
• Mutagenes Discovery Using PC GUHA Software SystemPremysl Zak, Jaroslava Halova. 369-370 [doi]
• Discovering the Primary Factors of Cancer from Health and Living Habit QuestionnairesXiaolong Zhang, Tetsuo Narita. 371 [doi]