Advancing Open Knowledge
Bridging the gap between laboratory research and real-world implementation through open datasets, shared models, and peer-reviewed publications.
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completed
Brought together Web, Big Data and Industry 4.0 technologies around the concept of a "data value chain," helping industry optimize planning and decisi…
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completed
Developed a platform for integrated mobility services for SMEs, extending Dresden's existing traffic-management system with additional crowdsourced da…
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completed
Built a prototype smart electronic healthcare service platform supporting integrated, bidirectional communication between patients and clinicians for…
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completed
Developed automatically scalable technologies to organize and analyze large, heterogeneous data volumes at high speed.
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completed
Converted medical case data from clinical partners into legally compliant, anonymized data products via an AI-based platform, feeding a clinical diagn…
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completed
Investigated the causes, dynamics, and early detectability of hateful communication on social media, in forums, and in comment sections, with a focus…
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completed
Combined database management, data mining, machine learning and image-processing methods to help European fashion retailers understand customer demand…
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completed
Built an AI-based service ecosystem to help small and medium manufacturing enterprises perform maintenance and repair of complex machinery, using digi…
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The Berlin Initiative for Applied Foundation Model Research (Appl-FM) is a research impulse funded by the German Research Foundation (DFG) at the Berl…
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completed
DATEXIS investigates data- and model-efficient methods for adapting and specializing language models to domain-specific tasks with limited training da…
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active
DATEXIS investigates data-efficient machine reading and representation learning for detecting and classifying rare events in supply-chain data.
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active
DATEXIS investigates brain-inspired modular AI architectures combining specialist transformer modules, shared workspace and memory, sparsity, and glob…
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