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Keywords:
- Bayesian Networks
- Computational Intelligence
- Data Mining
- Evolutionary Algorithms
- fault diagnosis
- faulty product detection
- Feature Selection
- flaw detection
- Fuzzy Systems
- growing self-organizing map algorithm
- large database
- manufactured products
- manufacturing data mining
- manufacturing data processing
- manufacturing process
- manufacturing processes
- Modeling
- Neural Networks
- pattern clustering
- Precision Agriculture
- Prediction
- product development
- product quality
- product yield
- quality control
- Regression
- self-organising feature maps
- unsupervised clustering
- very large databases
Publications of Georg Ruß sorted by recency
| , Spatial Data Mining in Precision Agriculture, Otto-von-Guericke-Universit{\"a}t Magdeburg, 2012 |
| and , Recent Developments in Data Mining and Agriculture, Leipzig, Germany, IBaI Publishing, 2011 |
| , HACC-spatial: Hierarchical Agglomerative Spatially Constrained Clustering, Leipzig, Germany, IBaI Publishing, 2011 |
| Advances in Data Mining, IBaI Publishing, 2011 |
| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Vieweg+Teubner, Computational Intelligence, 2011 |
| and , Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture, in: Advances in Data Mining, Applications and Theoretical Aspects, pages 161--173, Springer, 2011 |
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| and , Machine Learning Methods for Spatial Clustering on Precision Agriculture Data, in: Eleventh Scandinavian Conference on Artificial Intelligence, pages 40--49, IOS Press, 2011 |
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| Advances in Data Mining, IBaI Publishing, 2010 |
| , , and , 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 |
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| and , Regression Models for Spatial Data: An Example from Precision Agriculture, in: Advances in Data Mining. Applications and Theoretical Aspects, pages 450--463, Springer, 2010 |
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| and , Hierarchical Spatial Clustering for Management Zone Delineation in Precision Agriculture, in: Advances in Data Mining, pages 95--104, IBaI Publishing, 2010 |
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| , and , A Clustering Approach for Management Zone Delineation in Precision Agriculture, in: Proceedings of ICPA 2010, International Society of Precision Agriculture, 2010 |
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| and , Data Mining in Precision Agriculture: Management of Spatial Information, in: Computational Intelligence for Knowledge-Based Systems Design, pages 350--359, Springer, 2010 |
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| , and , Detection of Faulty Products using Data Mining, in: Computer and Information Technology, 2008. ICCIT 2008. 11th International Conference on, pages 101 -107, 2008 |
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| and , Spatial Variable Importance Assessment for Yield Prediction in Precision Agriculture, in: Proceedings of IDA2010, pages 184--195, Springer, 2010 |
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| and , 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 |
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| , , and , 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 |
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| , , and , 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 |
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| , 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 |
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| , , and , 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 |
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| , , and , Visualization of Agriculture Data Using Self-Organizing Maps, in: Applications and Innovations in Intelligent Systems, BCS SGAI, London, pages 47--60, Springer, 2009 |
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| , , and , 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 |
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| , , and , Estimation of Neural Network Parameters for Wheat Yield Prediction, in: Artificial Intelligence in Theory and Practice II, pages 109--118, Springer Boston, 2008 |
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| , , and , 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 |
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| , , and , 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 |
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| , , and , Modern Data Visualization for Air Traffic Management, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 19--24, 2007 |
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| , and , Relevance Feedback for Association Rules using Fuzzy Score Aggregation, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 54--59, 2007 |
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| , A Relevance Feedback System for Association Rules, Otto-von-Guericke-Universität Magdeburg, 2006 |
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| , Application of Growing Self-Organising Maps for Analysing Manufacturing Data, Otto-von-Guericke-Universität Magdeburg, 2005 |
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| , , , , , and , 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 |
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