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15.05.2019 | Cloud Computing | Interview | Onlineartikel

"Bei der Cloud haben deutsche Banken eine führende Rolle"

Der Weg deutscher Finanzinstitute in die Cloud ist steinig. Sie plagen regulatorische Anforderungen und die schlechte Vereinbarkeit mit veralteter Bank-IT. Warum sich die Banken dennoch besser schlagen als vermutet, erklärt Christian Tölkes im Interview.

24.04.2019 | Automobilelektronik + Software | Im Fokus | Onlineartikel

Serie "Digitale Transformation der Autoindustrie": Connected Services

Die Digitalisierung verändert die Autobranche. Uwe Winkelhake erklärt im dritten Teil unserer Serie zum digitalen Wandel der Autoindustrie, was Connected Services sind und wie Fahrzeugdaten vermarktet werden können.

08.01.2019 | Bank-IT | Nachricht | Onlineartikel

Blockchain-Transaktionen schnell und sicher abwickeln

Forscher der TU Darmstadt wollen Bank-Transaktionen per Blockchain in Echtzeit ermöglichen. Das soll die Nutzbarkeit der Technologie verbessern und zusätzlich die Kosten senken – bei gleichbleibender Sicherheit.

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Zeitschriftenartikel

01.12.2019 | Survey paper | Ausgabe 1/2019 Open Access

Survey on deep learning with class imbalance

The purpose of this study is to examine existing deep learning techniques for addressing class imbalanced data. Effective classification with imbalanced data is an important area of research, as high class imbalance is naturally inherent in many …

01.12.2019 | Short Report | Ausgabe 1/2019 Open Access

Exploring the applicability of low-shot learning in mining software repositories

In the past couple of years, applications of deep learning to mining software repositories have grown in number and diversity of methods [ 1 – 5 ]. Fueled in part by easy-to-use libraries and graphics processing unit (GPU) computing, deep …

01.12.2019 | Research | Ausgabe 1/2019 Open Access

A cost-effective decentralized vehicle remote positioning and tracking system using BeiDou Navigation Satellite System and Mobile Network

Most existing production vehicle tracking services rely on the Global Positioning System (GPS) and a proprietary server/client infrastructure. This type of inflexible and centralized architecture incurs severe vender-dependency and high service …

01.12.2019 | Methodology | Ausgabe 1/2019 Open Access

A parallel and distributed stochastic gradient descent implementation using commodity clusters

Deep Learning is an increasingly important subdomain of artificial intelligence, which benefits from training on Big Data. The size and complexity of the model combined with the size of the training dataset makes the training process very …

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Buchkapitel

2019 | OriginalPaper | Buchkapitel

Multi-agent Social Simulation for Social Service Design

Multi-agent social simulation (MASS) can be a powerful tool for designing social systems and services. Due to increases in computational power and progress in the social big data field, we can now apply MASS to real social systems, such as urban …

2019 | OriginalPaper | Buchkapitel

Inverse Reinforcement Learning for Agents Behavior in a Crowd Simulator

Crowd behavior has been subject of study due to its applications in fields like disaster evacuation, smart town planning and business strategic placing. However, obtaining patterns from the crowd to make a working model is difficult, as it …

2019 | OriginalPaper | Buchkapitel

CARAVAN: A Framework for Comprehensive Simulations on Massive Parallel Machines

We present a software framework called CARAVAN, which was developed for comprehensive simulations on massive parallel computers. The framework runs user-developed simulators with various input parameters in parallel without requiring the knowledge …

2019 | OriginalPaper | Buchkapitel

A Strategy to Conduct Numerical Simulation of Wind Turbine Considering the Soil-Structure-Interaction by Using a Coupled FEM-SBFEM Approach in Time Domain

In order to simulate windSchauer, Marco turbines under different load scenarios, the computational model should take into account the aerodynamicsTaddei, Francesca of the rotor, the flexibility of tower, foundation and soil, transient operational …

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