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Papers |
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The Mining Mart Approach |
Morik, Katharina and Scholz, Martin, "The MiningMart Approach to Knowledge Discovery in Databases". In: Ning Zhong and Jiming Liu (editors), Intelligent Technologies for Information Analysis, Springer, pages 47 -- 65, 2004.
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Euler, Timm, "Publishing Operational Models of Data Mining Case Studies". In: Workshop on Data Mining Case Studies at the 5th IEEE International Conference on Data Mining (ICDM), pages 99 -- 106, Houston, Texas, USA, 2005.
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Theoretical Papers |
Euler, Timm and Scholz, Martin, "Using Ontologies in a KDD Workbench". In: Buitelaar, P. and Franke, J. and Grobelnik, M. and Paaß, G., and Svátek, V. (editors), Workshop on Knowledge Discovery and Ontologies at ECML/PKDD'04, pages 103--108, Pisa, Italy, 2004
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Euler, Timm and Morik, Katharina and Scholz, Martin, "MiningMart: Sharing Successful KDD Processes". In: Hotho, Andreas and Stumme, Gerd (editors), LLWA 2003 -- Tagungsband der GI-Workshop-Woche Lehren -- Lernen -- Wissen -- Adaptivit?t, pages 121--122, 2003.
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Euler, Timm, "Churn Prediction in Telecommunications Using MiningMart". In: Proceedings of the Workshop on Data Mining and Business (DMBiz) at the 9th European Conference on Principles and Practice in Knowledge Discovery in Databases (PKDD), Porto, Portugal, 2005.
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Kietz, Jörg-Uwe and Vaduva, Anca and Zücker, Regina, "MiningMart: Metadata-Driven Preprocessing". In: The ECML/PKDD Workshop on Database Support for KDD, 2001.
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Kietz, Jörg-Uwe and Vaduva, Anca and Zücker, Regina, "MiningMart: Combining Case-Based-Reasoning and Multi-Strategy
Learning into a Framework to reuse KDD-Application". In: R.S. Michalki and P. Brazdil (editors), Fifth International Workshop on Multistrategy Learning (MSL2000), Guimares, Portugal, 2000.
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Deliverables |
Saitta, Lorenza and Kietz, Jörg-Uwe and Beccari, Giuseppe, "Specification of Pre-Processing Operators Requirements", 2000 [D1]
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Saitta, Lorenza and Botta, Marco and Beccari, Giuseppe and Klinkenberg, Ralf, "Studies in Parameter Setting", 2000 [D2]
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Wettschereck, Dietrich and Mueller, Stefan, "MiningMart Deliverable ", 2000 [D2.1]
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Morik, Katharina and Liedtke, Harald, "Learning about Time", 2000 [D3]
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Saitta, Lorenza and Beccari, Giuseppe and Serra, Alessandro, "Informed Parameter Setting", 2000 [D4.1]
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Knobbe, Arno and Schipper, Adriaan and Brockhausen, Peter, "Domain Knowledge and Data Mining Process", 2000 [D5]
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Kietz, Jörg-Uwe and Fiammengo, Anna and Beccari, Giuseppe and Zücker, Regina, "Data Sets, Meta-data and Preprocessing Operators at Swiss Life and CSELT", 2000 [D6.2]
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Zücker, Regina, "Description of the M4-Relational Metadata-Schema within the Database", 2001 [D7a]
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Zücker, Regina, "Description of the Metadata-Compiler using the M4-Relational Metadata-Schema", 2001 [D7b]
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Morik, Katharina and Marco Botta and Klaus R. Dittrich and Jö-Uwe Kietz and Luigi Portinale and Anca Vaduva and Regina Zücker, "M4 -- The MiningMart Meta Model", 2001 [D8/9]
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Haustein, Stefan, "Internet Presentation of MiningMart Cases", 2002 [D9]
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Rem, Olaf, "Case Base of Preprocessing", 2002 [D10]
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Scholz, Martin, "One Day Seminar -- Data Mining", 2003 [D11.1]
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Rem, Olaf and Marten Trautwein, "Best practices report", 2002 [D11.3]
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Lavermann, Bert and Olaf Rem "Description of the M4 Interface used by the HCI of WP12 ", 2002 [D12.2]
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May, Michael and Detlef Geppert, "Description of the HCI for Pre-Processing Chains", 2002 [D12.3]
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Rem, Olaf and Erik Darwinkel, "The Concept Editor", 2002 [D12.4]
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Kietz, Jörg-Uwe"On the Learnability of Description Logic Programs", 2002 [D13]
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Portinale, Luigi and Lorenza Saitta, "Feature Selection", 2002 [D14.1]
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Euler, Timm, "Feature Selection with Support Vector Machines", 2002 [D14.3]
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Berka, Petr and Radim Jirousek and Pavel Pudil, "Feature Selection Operators based on Information Theoretical Measures", 2002 [D14.4]
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Brockhausen, Peter and Marc de Haas and Jörg-Uwe Kietz and Arno Knobbe and Olaf Rem and Regina Zücker and Nico Brandt, "Mining Multi-Relational Data", 2001 [D15]
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Berka, Petr, "Discretization and Grouping operators", 2002 [D16.1] |
Richeldi, Marco and Alessandro Perucci, "Mining data with the MiningMart system -- Evaluation Report", 2003 [D17.0]
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Richeldi, Marco and Alessandro Perrucci, "Churn Analysis Case Study", 2002 [D17.2]
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Chudzian, Cezary and Janusz Granat and Wieslaw Traczyk "Call Center Case ", 2003 [D17.2b]
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Richeldi, Marco and Alessandro Perucci, "MiningMart Evaluation Report", 2002 [D17.3]
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Granat, Janusz and Wieslaw Traczyk and Cezary Chudzian, "Evaluation report by NIT", 2003 [D17.3b] |
Scholz, Martin and Timm Euler and Lorenza Saitta, "Applicability Constraints on Learning Operators", 2002 [D18]
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Bathoorn, Ronnie and Nico Brandt and Marc de Haas and Olaf Rem, "Problem Modeling", 2001 [D19]
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Morik, Katharina and Martin Scholz and Timm Euler, "MiningMart Final Report", 2003 [D20.4]
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Morik, Katharina and Martin Scholz and Timm Euler, "Ext-MM Final Report", 2003 [D20.5]
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Technical Reports |
Euler, Timm, "How to implement M4 operators", 2002
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Euler, Timm, "Operator Specifications", 2002
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Scholz, Martin and Timm Euler, "Documentation of the MiningMart Meta Model (M4)", 2002
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Scholz, Martin, "Representing Constraints, Conditions and Assertions in M4", 2002
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Scholz, Martin, "Using Constraints, Conditions and Assertions", 2002
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