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AuthorPKDD 2001 (2001 : Freiburg, Germany)
TitlePrinciples of data mining and knowledge discovery : 5th European Conference, PKDD 2001, Freiburg, Germany, September 3-5, 2001 : proceedings / Luc de Raedt, Arno Siebes (eds.)
Imprint Berlin : Springer, 2001
Descript xviii, 510 p. : ill. ; 24 cm


Self Similar layered Hidden Markov Models / Jafar Adibi and Wei-Min Shen -- Automatic text summarization using unsupervised and semi-supervised learning / Massih-Reza Amini and Patrick Gallinari -- Detecting temporal changes in event sequences / Hendrik Blockeel ... [et al.] -- Knowledge discovery in multi-label phenotype data / Amanda Clare and Ross D. King -- Computing association rules using partial totals / Frans Coenen, Graham Goulbourne, and Paul Leng -- Gaphyl: A genetic algorithms approach to cladistics / Clare Bates Congdon -- Pattern extraction for time series classification / Pierre Geurts -- Specifying mining algorithms with interative user-defined aggregates / Fosca Giannotti, Giuseppe Manco, and Franco Turini -- Meta-knowledge and Meta-data / Melanie Hilario and Alexandros Kalousis -- Biological sequence data mining / Yuh-Jyh Hu -- Implication-based fuzzy association rules / Eyke Hullermeier -- Propositionalisation and aggregates / Arno J. Knobbe, Mare de Haas, and Arno Siebes -- Algorithms of the construction of concepts lattices and their diagram graphs / Sergei Kuznetsov and Sergei Obiedkov -- Sentence filtering for information extraction in genomics, a classification problem / Claire Nedellec, Mohamed Ould Abdel Vetah, and Philippe Bessieres -- Text categorization and semantic browsing with self-organizing maps on non-euclidean spaces / Jorg Ontrup and Helge Ritter -- Internet document filtering using fourier domain scoring / Laurence A.F. Park, Marimuthu Palaniswami, and Ramamohanarao Kotagiri -- Bloomy decision tree for multi-objective classification / Einoshin Suzuki, Massafumi Gotoh, and Yuta Choki -- Support vectors for reinforcement learning / Thomas G. Dietterich and Xin Wang -- Combining discrete algorithmic and probabilistic approacehes in data mining / Heikki Mannila -- The musical experssion project / Gerhard Widmer

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