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The articles of this volume will be reviewed individually. The preceding conference has been reviewed (see Zbl 0983.00058).
Indexed articles:
Hayashi, Susumu, Mathematics based on learning, 1 [Zbl 1024.68535]
Kruse, Rudolf; Borgelt, Christian, Data mining with graphical models, 2-11 [Zbl 1024.68524]
Shawe-Taylor, John; Williams, Chris; Cristianini, Nello; Kandola, Jaz, On the eigenspectrum of the Gram matrix and its relationship to the operator eigenspectrum, 12 [Zbl 1024.68538]
Widmer, Gerhard, In search of the Horowitz factor: Interim report on a musical discovery project, 13-32 [Zbl 1024.68539]
Witten, Ian H., Learning structure from sequences, with applications in a digital library, 33 [Zbl 1024.68541]
Palopoli, Luigi; Terracina, Giorgio, Discovering frequent structured patterns from string databases: An application to biological sequences, 34-46 [Zbl 1024.68578]
Devaney, Judith E.; Hagedorn, John G., Discovery in hydrating plaster using machine learning methods, 47-58 [Zbl 1024.68549]
Saito, Kazumi; Bay, Stephen; Langley, Pat, Revising qualitative models of gene regulation, 59-70 [Zbl 1024.68584]
Ghazizadeh, Shayan; Chawathe, Sudarshan S., SEuS: Structure extraction using summaries, 71-85 [Zbl 1024.68555]
Inenaga, Shunsuke; Bannai, Hideo; Shinohara, Ayumi; Takeda, Masayuki; Arikawa, Setsuo, Discovering best variable-length-don’t-care patterns, 86-97 [Zbl 1024.68562]
Ting, Kai Ming, A study on the effect of class distribution using cost-sensitive learning, 98-112 [Zbl 1024.68586]
Hilario, Melanie, Model complexity and algorithm selection in classification, 113-126 [Zbl 1024.68558]
Elomaa, Tapio; Lindgren, J. T., Experiments with projection learning, 127-140 [Zbl 1024.68550]
Peng, Yonghong; Flach, Peter A.; Soares, Carlos; Brazdil, Pavel, Improved dataset characterisation for meta-learning, 141-152 [Zbl 1024.68579]
Frank, Eibe; Holmes, Geoffrey; Kirkby, Richard; Hall, Mark, Racing committees for large datasets, 153-164 [Zbl 1024.68553]
Ferri, C.; Hernández-Orallo, J.; Ramírez-Quintana, M. J., From ensemble methods to comprehensible models, 165-177 [Zbl 1024.68552]
Danks, David, Learning the causal structure of overlapping variable sets, 178-191 [Zbl 1024.68547]
Holeňa, Martin, Extraction of logical rules from data by means of piecewise-linear neural networks, 192-205 [Zbl 1024.68560]
Saito, Kazumi; Nakano, Ryohei, Structuring neural networks through bidirectional clustering of weights, 206-219 [Zbl 1024.68585]
Maruyama, Osamu; Shoudai, Takayoshi; Miyano, Satoru, Toward drawing an atlas of hypothesis classes: Approximating a hypothesis via another hypothesis model, 220-232 [Zbl 1024.68571]
Okada, Takashi, Datascape survey using the cascade model, 233-246 [Zbl 1024.68577]
Ichise, Ryutaro; Shapiro, Daniel; Langley, Pat, Learning hierarchical skills from observation, 247-258 [Zbl 1024.68561]
Ruosaari, Salla; Hollmén, Jaakko, Image analysis for detecting faulty spots from microarray images, 259-266 [Zbl 1024.68582]
de Hoon, Michiel; Imoto, Seiya; Miyano, Satoru, Inferring gene regulatory networks from time-ordered gene expression data using differential equations, 267-274 [Zbl 1024.68548]
Masotti, Daniele, DNA-tract curvature profile reconstruction: A fragment flipping algorithm, 275-282 [Zbl 1024.68572]
Kitamoto, Asanobu, Evolution map: Modeling state transition of typhoon image sequences by spatio-temporal clustering, 283-290 [Zbl 1024.68564]
Halova, Jaroslava; Zak, Premysl; Stopka, Pavel; Yuzuri, Tomoaki; Abe, Yukino; Sakakibara, Kazuhisa; Suezawa, Hiroko; Hirota, Minoru, Structure-sweetness relationships of aspartame derivatives by GUHA, 291-296 [Zbl 1024.68556]
Fang, Xiaoshan; Sheng, Huanye, A hybrid approach for Chinese named entity recognition, 297-301 [Zbl 1024.68551]
Moon, Yoo-Jin; Kim, Minkoo; Hwang, Youngho; Kim, Pankoo; Choi, Kijoon, Extraction of word senses from human factors in knowledge discovery, 302-309 [Zbl 1024.68574]
Li, Fang; Sheng, Huanye; Zhang, Dongmo, Event pattern discovery from the stock market bulletin, 310-315 [Zbl 1024.68568]
Yang, Jihoon; Park, Sung-Yong, Email categorization using fast machine learning algorithms, 316-323 [Zbl 1024.68588]
Haraguchi, Makoto; Nakano, Shigetora; Yoshioka, Masaharu, Discovery of maximal analogies between stories, 324-331 [Zbl 1024.68557]
Yamada, Yasuhiro; Ikeda, Daisuke; Hirokawa, Sachio, Automatic wrapper generation for multilingual web resources, 332-339 [Zbl 1024.68587]
Bao, Yongguang; Ishii, Naohiro, Combining multiple k-nearest neighbor classifiers for text classification by reducts, 340-347 [Zbl 1024.68545]
Kontos, John; Elmaoglou, Areti; Malagardi, Ioanna, ARISTA causal knowledge discovery from texts, 348-355 [Zbl 1024.68565]
Rousseaux, Francis; Bonardi, Alain, Knowledge discovery as applied to music: Will music web retrieval revolutionize musicology?, 356-363 [Zbl 1024.68581]
Maruster, Laura; Weijters, A. J. M. M.; van der Aalst, W. M. P.; van den Bosch, Antal, Process mining: Discovering direct successors in process logs, 364-373 [Zbl 1024.68570]
Nakamura, Makoto; Tojo, Satoshi, The emergence of artificial Creole by the EM algorithm, 374-381 [Zbl 1024.68575]
Lartillot, Olivier, Generalized musical pattern discovery by analogy from local viewpoints, 382-389 [Zbl 1024.68567]
Fu, Zhiwei, Using genetic algorithms-based approach for better decision trees: A computational study, 390-397 [Zbl 1024.68554]
Höppner, Frank, Handling feature ambiguity in knowledge discovery from time series, 398-405 [Zbl 1024.68559]
Zhao, Haiyan; Hu, Zhenjiang; Takeichi, Masato, A compositional framework for mining longest ranges, 406-413 [Zbl 1024.68589]
Jorge, Alipio; Poças, João; Azevedo, Paulo, Post-processing operators for browsing large sets of association rules, 414-421 [Zbl 1024.68563]
Matsuda, Takashi; Motoda, Hiroshi; Yoshida, Tetsuya; Washio, Takashi, Mining patterns from structured data by beam-wise graph-based induction, 422-429 [Zbl 1024.68573]
Krogel, Mark-A.; Wrobel, Stefan, Feature selection for propositionalization, 430-434 [Zbl 1024.68566]
Narahashi, Masaki; Suzuki, Einoshin, Subspace clustering based on compressibility, 435-440 [Zbl 1024.68576]
Magnani, Lorenzo; Piazza, Matteo; Dossena, Riccardo, The extra-theoretical dimension of discovery. Extracting knowledge by abduction, 441-448 [Zbl 1024.68569]
Saito, Hitomi; Miwa, Kazuhisa, Discovery process on the WWW: Analysis based on a theory of scientific discovery, 449-456 [Zbl 1024.68583]
Piscopo, Carlotta; Birattari, Mauro, Invention vs. discovery. A critical discussion, 457-462 [Zbl 1024.68580]