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Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Yasemin Altun,Kamalika Das,Sašo Džeroski Conference proceedings

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Have It Both Ways—From A/B Testing to A&B Testing with Exceptional Model Miningant A where the general population prefers variant B, and vice versa. This data science technique is applied on data from StudyPortals, a global study choice platform that ran an A/B test on the design of aspects of their website.
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Koopman Spectral Kernels for Comparing Complex Dynamics: Application to Multiagent Sport Playsassified, e.g., by the success or failure of the shot. We mapped the latent dynamic characteristics of multiple attacker-defender distances to the feature space using our kernels and then evaluated the scorability of the play by using the features in different classification models.
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Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Centerfunction is optimized to map the ranking scores to actual survey satisfaction scores. This approach produces more accurate predictions than standard regression and classification approaches that directly fit the survey scores with call data, and can be easily generalized to other customer satisfacti
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0302-9743 group discovery; time series and streams; transfer and multi-task learning; unsupervised and semisupervised learning.. Part III: applied data science track; nectar track; and demo track..978-3-319-71272-7978-3-319-71273-4Series ISSN 0302-9743 Series E-ISSN 1611-3349
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. Das Lehrbuch ist somit sowohl für Einsteiger als auch für Studierende und Dozenten, die sich vertieft mit der Lern- und Gedächtnispsychologie befassen, geeignet..Eine Begleit-Website auf www.lehrbuch-psychologie.de bietet Lern-Tools für Studierende und Materialien für Dozenten..978-3-642-33866-3Series ISSN 0937-7433 Series E-ISSN 2512-5214
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