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Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Albert Bifet,Michael May,Myra Spiliopoulou Conference proceedin

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Learning Detector of Malicious Network Traffic from Weak Labelstwork proxy logs that capture malware communication between client and server computers. The conceptual problem in using the standard supervised learning methods is the lack of sufficiently representative training set containing examples of malicious and legitimate communication. Annotation of indiv
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Semi-Supervised Consensus Clustering for ECG Pathology Classificationnt. However, this requires accurate algorithms for information processing and pathology detection. Accordingly, this paper presents a system for electrocardiography (ECG) pathology classification, relying on a novel semi-supervised consensus clustering algorithm, which finds a consensus partition am
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Discovering Neutrinos Through Data Analytics which has been successfully applied to data from IceCube, a cubic kilometer neutrino detector located at the geographic South Pole..The goal of the analysis is to separate neutrinos from atmospheric muons within the data to determine the muon neutrino energy spectrum. The presented process covers s
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