Search Results - "Flath, Christoph M."

Deep learning-enabled segmentation of ambiguous bioimages with deepflash2 by Griebel, Matthias, Segebarth, Dennis, Stein, Nikolai, Schukraft, Nina, Tovote, Philip, Blum, Robert, Flath, Christoph M.

“…Bioimages frequently exhibit low signal-to-noise ratios due to experimental conditions, specimen characteristics, and imaging trade-offs. Reliable segmentation…”
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Strategic investment under uncertainty: A synthesis by Chevalier-Roignant, Benoît, Flath, Christoph M., Huchzermeier, Arnd, Trigeorgis, Lenos

“…► Literature review with categorization of research contributions on strategic investment under uncertainty. ► Incentive of being leader vs. follower. ►…”
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On the objectivity, reliability, and validity of deep learning enabled bioimage analyses by Segebarth, Dennis, Griebel, Matthias, Stein, Nikolai, von Collenberg, Cora R, Martin, Corinna, Fiedler, Dominik, Comeras, Lucas B, Sah, Anupam, Schoeffler, Victoria, Lüffe, Teresa, Dürr, Alexander, Gupta, Rohini, Sasi, Manju, Lillesaar, Christina, Lange, Maren D, Tasan, Ramon O, Singewald, Nicolas, Pape, Hans-Christian, Flath, Christoph M, Blum, Robert

“…Bioimage analysis of fluorescent labels is widely used in the life sciences. Recent advances in deep learning (DL) allow automating time-consuming manual image…”
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Privacy in the Sharing Economy by Teubner, Timm, Flath, Christoph M.

“…Contemporary C2C platforms, such as Airbnb, have exhibited considerable growth in recent years and are projected to continue doing so in the future. These…”
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Creativity and productivity in product design for additive manufacturing: Mechanisms and platform outcomes of remixing by Friesike, Sascha, Flath, Christoph M., Wirth, Marco, Thiesse, Frédéric

“…The present study explores the phenomenon of remixing in product design for additive manufacturing (AM). In contrast to other manufacturing techniques, AM…”
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Towards a data science toolbox for industrial analytics applications by Flath, Christoph M., Stein, Nikolai

“…•We provide an overview of data science methods for industrial analytics.•We propose a toolbox for predictive modeling in manufacturing.•The toolbox is…”
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Catch me if you scan: Data-driven prescriptive modeling for smart store environments by Hauser, Matthias, Flath, Christoph M., Thiesse, Frédéric

“…•Instore-services depend on tracking data but accuracy is ultimately limited.•Machine learning models lend themselves to better predict product…”
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Copy, Transform, Combine: Exploring the Remix as a Form of Innovation by Flath, Christoph M., Friesike, Sascha, Wirth, Marco, Thiesse, Frédéric

“…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…”
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Charging Strategies for Battery Electric Vehicles: Economic Benchmark and V2G Potential by Schuller, Alexander, Dietz, Benjamin, Flath, Christoph M., Weinhardt, Christof

“…This paper benchmarks the economic benefits of a smart charging and a vehicle-to-grid (V2G) operating strategy of an electric vehicle (EV) against a…”
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The Economics of Multi-Hop Ride Sharing: Creating New Mobility Networks Through IS by Teubner, Timm, Flath, Christoph M.

“…Ride sharing allows to share costs of traveling by car, e.g., for fuel or highway tolls. Furthermore, it reduces congestion and emissions by making better use…”
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Price-based load coordination revisited: augmenting open-loop coordination approaches by Flath, Christoph M, Gottwalt, Sebastian

“…The activation of flexible loads through demand side management offers opportunities for more efficient power systems operations. Price-based incentive are a…”
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Analytics Applications in Fashion Supply Chain Management-A Review of Literature and Practice by Stahl, Christina, Stein, Nikolai, Flath, Christoph M.

“…Fashion companies' chance to survive the current pandemic is much dependent on their analytics skills. Despite this urge and the arising possibilities in the…”
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Capacity investment choices under cost heterogeneity and output flexibility in oligopoly by Chevalier-Roignant, Benoît, Flath, Christoph M., Kort, Peter M., Trigeorgis, Lenos

“…•The firm invests in larger capacity when the economic environment is more uncertain.•A lower-cost firm invests in larger capacity, while a less efficient…”
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Impact of electric vehicles on distribution substations: A Swiss case study by Salah, Florian, Ilg, Jens P., Flath, Christoph M., Basse, Hauke, Dinther, Clemens van

“…•This study is the first to consider EV charging impact on distribution substations.•Embedded into BKW’s grid planning, it bridges the gap between research and…”
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Morphological analysis of energy services: Paving the way to quality differentiation in the power sector by Salah, Florian, Flath, Christoph M., Schuller, Alexander, Will, Christian, Weinhardt, Christof

“…The activation of the still predominantly passive demand side is necessary to further guarantee a stable power system in the short term and ensure capacity…”
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Portfolio and contract design for demand response resources by Gärttner, Johannes, Flath, Christoph M., Weinhardt, Christof

“…•We present a two-stage model of an aggregator portfolio and contract design problem.•The bi-level model includes an aggregator and customer perspective.•We…”
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Concentrating solar power plant investment and operation decisions under different price and support mechanisms by Kost, Christoph, Flath, Christoph M., Möst, Dominik

“…The dispatch opportunities provided by storage-enhanced Concentrating Solar Power (CSP) plants have direct implications on the investment decisions as not only…”
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Local matching of flexible load in smart grids by Ströhle, Philipp, Flath, Christoph M.

“…•We present a model of flexible loads and renewable supply in the smart grid.•Supply and demand are matched locally via an incentive compatible online…”
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Disruptive Innovation, Market Entry and Production Flexibility in Heterogeneous Oligopoly by Chevalier‐Roignant, Benoît, Flath, Christoph M., Trigeorgis, Lenos

“…We develop a model of oligopoly competition involving innovation effort, market entry and production flexibility under demand uncertainty. Several…”
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Predictive End-to-End Enterprise Process Network Monitoring by Oberdorf, Felix, Schaschek, Myriam, Weinzierl, Sven, Stein, Nikolai, Matzner, Martin, Flath, Christoph M.

“…Ever-growing data availability combined with rapid progress in analytics has laid the foundation for the emergence of business process analytics. Organizations…”
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