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Article
Challenges and Outcomes Using Big Data as a Service
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Article
Open AccessWelcome to the Era of ChatGPT et al.
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Article
Open AccessDeep learning-enabled segmentation of ambiguous bioimages with deepflash2
Bioimages frequently exhibit low signal-to-noise ratios due to experimental conditions, specimen characteristics, and imaging trade-offs. Reliable segmentation of such ambiguous images is difficult and laborio...
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Article
Open AccessPredictive End-to-End Enterprise Process Network Monitoring
Ever-growing data availability combined with rapid progress in analytics has laid the foundation for the emergence of business process analytics. Organizations strive to leverage predictive process analytics t...
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Article
Call for Papers, Issue 1/2024
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Chapter
Smart Grid Analytics
The rapid digitization of the electricity sector has lead to a massive increase of data availability. Smart grids produce large volumes of data, thanks to IoT devices like smart meters. This necessitates appro...
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Chapter
Engineering Energy Markets: The Past, the Present, and the Future
Since the beginning of the energy sector liberalization, the design of energy markets has become a prominent field of research. Markets nowadays facilitate efficient resource allocation in many fields of energ...
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Chapter
Data Analytics for Smart Decision-Making and Resilient Systems
In a networked world, companies depend on fast and smart decisions, especially when it comes to reacting to external change. With the wealth of data available today, smart decisions can increasingly be based o...
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Article
Big data on the shop-floor: sensor-based decision-support for manual processes
Analytics applications are becoming indispensable in today’s business landscape. Greater data availability from self-monitoring production equipment allows firms to empower individual workers on the shop-floor...
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Article
Open AccessCopy, transform, combine: exploring the remix as a form of innovation
The reuse of existing knowledge is an indispensable part of the creation of novel ideas. In the creative domain knowledge reuse is a common practice known as “remixing”. With the emergence of open internet-ba...
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Article
Deadline differentiated pricing in practice: marketing EV charging in car parks
Electric vehicle charging is considered as a prime case of load flexibility in future smart grids. We examine a scenario where electric vehicles are charged in a car park with local photovoltaic (PV) generatio...
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Article
Open AccessPrice-based load coordination revisited: augmenting open-loop coordination approaches
The activation of flexible loads through demand side management offers opportunities for more efficient power systems operations. Price-based incentive are a straight-forward form for decentral coordination of...
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Chapter and Conference Paper
Load Shifting, Interrupting or Both? Customer Portfolio Composition in Demand Side Management
The share of renewable power sources in the electricity generation mix has seen enormous growth in recent years. Generation from fluctuating renewable energy sources (Wind, Solar) has to be considered stochast...
