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Publications for topic "Publications of Georg Ruß"
2012
Georg Ruß, Spatial Data Mining in Precision Agriculture, Otto-von-Guericke-Universit{\"a}t Magdeburg, 2012
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2011
Advances in Data Mining, IBaI Publishing, 2011
Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Georg Ruß and Matthias Steinbrecher, Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Vieweg+Teubner, Computational Intelligence, 2011
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Georg Ruß and Rudolf Kruse, Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture, in: Advances in Data Mining, Applications and Theoretical Aspects, pages 161--173, Springer, 2011 attachment
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Georg Ruß, HACC-spatial: Hierarchical Agglomerative Spatially Constrained Clustering, Leipzig, Germany, IBaI Publishing, 2011
Georg Ruß and Rudolf Kruse, Machine Learning Methods for Spatial Clustering on Precision Agriculture Data, in: Eleventh Scandinavian Conference on Artificial Intelligence, pages 40--49, IOS Press, 2011 attachment
Antonio Mucherino and Georg Ruß, Recent Developments in Data Mining and Agriculture, Leipzig, Germany, IBaI Publishing, 2011
2010
Georg Ruß, Rudolf Kruse and Martin Schneider, A Clustering Approach for Management Zone Delineation in Precision Agriculture, in: Proceedings of ICPA 2010, International Society of Precision Agriculture, 2010 attachment
Advances in Data Mining, IBaI Publishing, 2010
Georg Ruß and Alexander Brenning, Data Mining in Precision Agriculture: Management of Spatial Information, in: Computational Intelligence for Knowledge-Based Systems Design, pages 350--359, Springer, 2010 attachment
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Georg Ruß and Rudolf Kruse, Feature Selection for Wheat Yield Prediction, in: Research and Development in Intelligent Systems XXVI, Incorporating Applications and Innovations in Intelligent Systems XVII, BCS SGAI, pages 465--478, Springer, 2010 attachment
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Georg Ruß and Martin Schneider, Hierarchical Spatial Clustering for Management Zone Delineation in Precision Agriculture, in: Advances in Data Mining, pages 95--104, IBaI Publishing, 2010 attachment
Georg Ruß and Rudolf Kruse, Regression Models for Spatial Data: An Example from Precision Agriculture, in: Advances in Data Mining. Applications and Theoretical Aspects, pages 450--463, Springer, 2010 attachment
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Georg Ruß and Alexander Brenning, Spatial Variable Importance Assessment for Yield Prediction in Precision Agriculture, in: Proceedings of IDA2010, pages 184--195, Springer, 2010 attachment
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Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Using Advanced Regression Models for Determining Optimal Soil Heterogeneity Indicators, in: Classification as a Tool for Research, Proceedings of the 11th IFCS Biennial Conference and 33rd Annual Conference of the Gesellschaft für Klassifikation e.V., Dresden, pages 463--471, Springer, 2010 attachment
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2009
Georg Ruß, Data Mining of Agricultural Yield Data: A Comparison of Regression Models, in: Advances in Data Mining -- Applications and Theoretical Aspects, Berlin, Heidelberg, pages 24--37, Springer, 2009 attachment
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Mirko Böttcher, Georg Ruß, Detlef Nauck and Rudolf Kruse, From Change Mining to Relevance Feedback: A Unified View on Assessing Rule Interestingness, in: Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction, pages 12-37, IGI Global, 2009 attachment
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Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Visual Data Mining of Agriculture Data, in: Machine Learning and Data Mining in Pattern Recognition, 6th International Conference (MLDM 2009), Leipzig, Germany, pages 30--44, IBaI publishing, 2009 attachment
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Visualization of Agriculture Data Using Self-Organizing Maps, in: Applications and Innovations in Intelligent Systems, BCS SGAI, London, pages 47--60, Springer, 2009 attachment
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2008
Georg Ruß, Rudolf Kruse, Peter Wagner and Martin Schneider, Data Mining with Neural Networks for Wheat Yield Prediction, in: Advances in Data Mining -- Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, Leipzig, pages 47--56, Springer Verlag, 2008 attachment
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Md A. Karim, Georg Ruß and Aminul Islam, Detection of Faulty Products using Data Mining, in: Computer and Information Technology, 2008. ICCIT 2008. 11th International Conference on, pages 101 -107, 2008 attachment
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Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Estimation of Neural Network Parameters for Wheat Yield Prediction, in: Artificial Intelligence in Theory and Practice II, pages 109--118, Springer Boston, 2008 attachment
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Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Optimizing Wheat Yield Prediction Using Different Topologies of Neural Networks, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Málaga, pages 576--582, 2008 attachment
Georg Ruß, Rudolf Kruse, Detlef Nauck and Mirko Böttcher, Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval, in: Research and Development in Intelligent Systems, BCS SGAI, Cambridge, pages 253--266, Springer, 2008 attachment
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Anne Dobritz, Georg Ruß, Nico Ganter and Jürgen Edelmann-Nusser, Vergleich von MATLAB® und DataEngine® bei der Modellierung von Wettkampfleistungen im Schwimmen, in: Workshop Sporttechnologie zwischen Theorie und Praxis 6 (Hirschegg), Aachen, pages 217-226, Shaker, 2008 attachment
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2007
Frank Rehm, Rudolf Kruse, Georg Ruß and Frank Klawonn, Modern Data Visualization for Air Traffic Management, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 19--24, 2007 attachment
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Georg Ruß, Mirko Böttcher and Rudolf Kruse, Relevance Feedback for Association Rules using Fuzzy Score Aggregation, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 54--59, 2007 attachment
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2006
Georg Ruß, A Relevance Feedback System for Association Rules, Otto-von-Guericke-Universität Magdeburg, 2006 attachment
Georg Ruß, Arthur L. Hsu, Aminul Islam, Saman K. Halgamuge, Rudolf Kruse, Alan J. Smith and Md A. Karim, Detection of Faulty Semiconductor Wafers using Dynamic Growing Self Organizing Map, in: Proceedings of the IEEE Tencon 2005, Melbourne, Australia, IEEE Operations Center, New Jersey, pages 761--766, Piscataway, 2006 attachment
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2005
Georg Ruß, Application of Growing Self-Organising Maps for Analysing Manufacturing Data, Otto-von-Guericke-Universität Magdeburg, 2005 attachment
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