Titlebook: Big Data Management and Analytics; 9th European Summer Ralf-Detlef Kutsche,Esteban Zimányi Conference proceedings 2020 Springer Nature Swi

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Actionable Conformance Checking: From Intuitions to Code, a very accessible way the main techniques and feedback of the conformance checking field. Moreover, in order to make it actionable, code snippets are provided so that an organization can start a conformance checking project on its own data.

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Automated Machine Learning: Techniques and Frameworks,dgeable data scientists can not scale to address these challenges. Thus, there was a crucial need for automating the process of building good machine learning models (AutoML). In the last few years, several techniques and frameworks have been introduced to tackle the challenge of automating the mach

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Actionable Conformance Checking: From Intuitions to Code,on of digital information that talks about processes, and the need to use this data in order to monitor and improve processes in organizations. Naturally, conformance checking addresses this by providing techniques capable of relating modeled and recorded process information. This paper overviews in

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Travel-Time Computation Based on GPS Data,y few minutes to data being collected every second. With large quantities of GPS data available it is possible to analyze the traffic on most of the road network without installing road-side equipment..A very important key performance indicator (KPI) in traffic planning is travel time. For this reas

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Laplacian Matrix for Dimensionality Reduction and Clustering,p between samples in terms of similarity, temporal proximity, or label information. Graphs can in turn be represented by matrices. A special example is the Laplacian matrix, which allows us to assign each node a value that varies only little between strongly connected nodes and more between distant

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Book 2021vides a balanced overview on what the geographers of these six countries have investigated and reflected in recent decades. This thematically arranged book takes into account the national differences of the authors, but also highlights the main contributions of Mediterranean geographies on a global

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Master Planning, production and distribution entities are able to reduce their inventory levels. Without centralized Master Planning, larger buffers are required in order to ensure a continuous flow of material. Coordinated master plans provide the ability to reduce these safety buffers by decreasing the variance of production and distribution quantities.