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Research Topics

Data Management & Analysis

Data is one of the most valuable resources in today's age. This data, collected in ever-increasing quantities from a wide variety of sensors and sources in almost all areas of life and work, provides the basis for knowledge-based systems and machine learning. Its full potential can only be exploited by intelligent analysis methods based on the latest methods and effective tools in combination with state-of-the-art hardware.

Projects

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  1. HP-DLF - High Performance Deep Learning Framework

    The goal of HP-DLF is to provide researchers and developers in the "deep learning" domain an easy access to current and future high-performance computing systems. For this purpose, a new software…

  2. Lynx - Building the Legal Knowledge Graph for Smart Compliance Services in Multilingual Europe

    European small and medium-sized enterprises (SMEs) and companies operating internationally face multiple difficulties to trade abroad and to localise their products and services in other countries.…

  3. COC-TT - Center of Comptence Tax Technology

    Das Center of Comptence Tax Technology (CoC-TT) beinhaltet eine zielgerichtete thematische Zusammenarbeit zwischen dem Deutschen Forschungszentrum für Künstliche Intelligenz (DFKI) und der…

  4. DeFuseNN - Deep Fusion für Neuronale Netze

    Motivation

    Focused research and development in the field of Deep Learning, especially in recent years, has resulted in a variety of different network types, architectures, modules, training methods…

  5. CloudiFacturing - Cloudification of Production Engineering for Predictive Digital Manufacturing

    Cloudification of Production Engineering for Predictive Digital Manufacturing

    The project aims to digitise the manufacturing sector, and only a few European companies are currently benefiting from…