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Titlebook: Data Analysis, Machine Learning and Knowledge Discovery; Myra Spiliopoulou,Lars Schmidt-Thieme,Ruth Janning Conference proceedings 2014 Sp

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Soft Bootstrapping in Cluster Analysis and Its Comparison with Other Resampling Methodsen data set in order to investigate the stability of results of cluster analysis. Concretely, the original bootstrap technique can be formulated by choosing the following weights of observations: .. = ., if the corresponding object . is drawn . times, and .. = 0, otherwise. We call the weights of ob
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Gamma-Hadron-Separation in the MAGIC Experiment009 (Aleksić et al., Astropart. Phys. 35:435–448, 2012). A major step in the analysis of MAGIC data is the classification of observations into a gamma-ray signal and hadronic background. In this contribution we introduce the data provided by the MAGIC telescopes, which has some distinctive features.
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Feedback Prediction for Blogse is an enormous need for the . analysis of such documents. In this work, we focus on the analysis of documents appearing in blogs. We present a proof-of-concept industrial application, developed in cooperation with Capgemini Magyarország Kft. The most interesting component of this software prototyp
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Spectral Clustering: Interpretation and Gaussian Parameterinto clusters. However, questions about the separability of clusters in the projection space and the choice of the Gaussian parameter remain open. By drawing back to some continuous formulation, we propose an interpretation of spectral clustering with Partial Differential Equations tools which provi
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Introduction to Circadian Rhythmsever, can these results be trusted? Following the press office of Dortmund’s police, offences might not be uniformly reported by the districts to the office and small offences like pick-pocketing are never reported in police press reports. Therefore, this case could also be an example how an unsyste
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Future Directions in Self-healingon, we determined two competence levels. With respect to their individual scores, we assigned each student to one of these levels. It turned out that about 21 . of the students attended a track that did not match their competence level. Whereas the agreement between tracking decisions and actual tra
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