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• catalog abstract "We are glad to present the proceedings of the 5th biennial conference in the Intelligent Data Analysis series. The conference took place in Berlin, Germany, August 28–30, 2003. IDA has by now clearly grown up. Started as a small si- symposium of a larger conference in 1995 in Baden-Baden (Germany) it quickly attractedmoreinterest(bothsubmission-andattendance-wise),andmovedfrom London (1997) to Amsterdam (1999), and two years ago to Lisbon. Submission ratesalongwiththeeverimprovingqualityofpapershaveenabledtheor- nizers to assemble increasingly consistent and high-quality programs. This year we were again overwhelmed by yet another record-breaking submission rate of 180 papers. At the Program Chairs meeting we were – based on roughly 500 reviews – in the lucky position of carefully selecting 17 papers for oral and 42 for poster presentation. Poster presenters were given the opportunity to summarize their papers in 3-minute spotlight presentations. The oral, spotlight and poster presentations were then scheduled in a single-track, 2. 5-day conference program, summarized in this book. In accordance with the goal of IDA, “to bring together researchers from diverse disciplines,” we achieved a nice balance of presentations from the more theoreticalside(bothstatisticsandcomputerscience)aswellasmoreapplicati- oriented areas that illustrate how these techniques can be used in practice. Work presented in these proceedings ranges from theoretical contributions dealing, for example, with data cleaning and compression all the way to papers addressing practical problems in the areas of text classi?cation and sales-rate predictions. A considerable number of papers also center around the currently so popular applications in bioinformatics.".
• catalog alternative "IDA 2003".
• catalog contributor b13013138.
• catalog contributor b13013139.
• catalog created "c 2003.".
• catalog date "2003".
• catalog date "c 2003.".
• catalog dateCopyrighted "c 2003.".
• catalog description "Includes bibliographical references and index.".
• catalog description "Pruning for Monotone Classification Trees / A. Feelders and M. Pardoel -- Regularized Learning with Flexible Constraints / E. Hullermeier -- Learning to Answer Emails / M. Kockelkorn, A. Luneburg and T. Scheffer -- A Semi-supervised Method for Learning the Structure of Robot Environment Interactions / A. Grossmann, M. Wendt and J. Wyatt -- Using Domain Specific Knowledge for Automated Modeling / L. Todorovski and S. Dzeroski -- Resolving Rule Conflicts with Double Induction / T. Lindgren and H. Bostrom -- A Novel Partial-Memory Learning Algorithm Based on Grey Relational Structure / C.-C. Huang and H.-M. Lee -- Constructing Hierarchical Rule Systems / T.R. Gabriel and M.R. Berthold.".
• catalog description "We are glad to present the proceedings of the 5th biennial conference in the Intelligent Data Analysis series. The conference took place in Berlin, Germany, August 28–30, 2003. IDA has by now clearly grown up. Started as a small si- symposium of a larger conference in 1995 in Baden-Baden (Germany) it quickly attractedmoreinterest(bothsubmission-andattendance-wise),andmovedfrom London (1997) to Amsterdam (1999), and two years ago to Lisbon. Submission ratesalongwiththeeverimprovingqualityofpapershaveenabledtheor- nizers to assemble increasingly consistent and high-quality programs. This year we were again overwhelmed by yet another record-breaking submission rate of 180 papers. At the Program Chairs meeting we were – based on roughly 500 reviews – in the lucky position of carefully selecting 17 papers for oral and 42 for poster presentation. Poster presenters were given the opportunity to summarize their papers in 3-minute spotlight presentations. The oral, spotlight and poster presentations were then scheduled in a single-track, 2. 5-day conference program, summarized in this book. In accordance with the goal of IDA, “to bring together researchers from diverse disciplines,” we achieved a nice balance of presentations from the more theoreticalside(bothstatisticsandcomputerscience)aswellasmoreapplicati- oriented areas that illustrate how these techniques can be used in practice. Work presented in these proceedings ranges from theoretical contributions dealing, for example, with data cleaning and compression all the way to papers addressing practical problems in the areas of text classi?cation and sales-rate predictions. A considerable number of papers also center around the currently so popular applications in bioinformatics.".
• catalog extent "xv, 624 p.".
• catalog identifier "3540408134 (acid-free paper)".
• catalog isPartOf "Lecture notes in computer science, 0302-9743 ; 2810".
• catalog issued "2003".
• catalog issued "c 2003.".
• catalog language "eng".
• catalog publisher "Berlin ; New York : Springer,".
• catalog subject "519.5 22".
• catalog subject "Artificial intelligence.".
• catalog subject "Computer science.".
• catalog subject "Expert systems (Computer science) Congresses.".
• catalog subject "Information storage and retrieval systems.".
• catalog subject "Information systems.".
• catalog subject "Management information systems.".
• catalog subject "Mathematical statistics Congresses.".
• catalog subject "Mathematical statistics Data processing Congresses.".
• catalog subject "Optical pattern recognition.".
• catalog subject "QA276.A1 I5377 2003".
• catalog tableOfContents "Pruning for Monotone Classification Trees / A. Feelders and M. Pardoel -- Regularized Learning with Flexible Constraints / E. Hullermeier -- Learning to Answer Emails / M. Kockelkorn, A. Luneburg and T. Scheffer -- A Semi-supervised Method for Learning the Structure of Robot Environment Interactions / A. Grossmann, M. Wendt and J. Wyatt -- Using Domain Specific Knowledge for Automated Modeling / L. Todorovski and S. Dzeroski -- Resolving Rule Conflicts with Double Induction / T. Lindgren and H. Bostrom -- A Novel Partial-Memory Learning Algorithm Based on Grey Relational Structure / C.-C. Huang and H.-M. Lee -- Constructing Hierarchical Rule Systems / T.R. Gabriel and M.R. Berthold.".
• catalog title "Advances in intelligent data analysis V : 5th International Conference on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003 : proceedings / Michael R. Berthold ... [et al.] (eds.).".
• catalog title "IDA 2003".
• catalog type "Berlin (2003) swd".
• catalog type "Conference proceedings. fast".
• catalog type "text".