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Chapter and Conference Paper
Self-supervised Learning in Histopathology: New Perspectives for Prostate Cancer Grading
The prostate carcinoma (PCa) is the second most common cause of cancer-deaths among men. To estimate the appropriate therapy pathway after diagnosis, the Gleason score (GS) has been established as an internati...
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Article
Open AccessIncreased brick ratio in urban substrates has a marginal effect on tree saplings
From construction and demolition of buildings, brick wastes accumulate in large quantities and are difficult to recycle. Re-using bricks as planting substrate could partly substitute gravel or other raw materi...
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Chapter
Autonomisierung der Intralogistik – Konzepte und Anwendungsbeispiele für eine durchgängige Prozess-Orchestrierung in der automatisierten Fabrik von Morgen
Mehrere Tausend Lieferanten-Werke weltweit liefern täglich über 31 Millionen Bauteile punkt- und zeitgenau in der richtigen Qualität an die 31 Produktionsstandorte der BMW Group.In Zeiten sich immer schneller ...
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Article
Open AccessUsing crushed waste bricks for urban greening with contrasting grassland mixtures: no negative effects of brick-augmented substrates varying in soil type, moisture and acid pre-treatment
Ecological restoration aims at supporting biodiversity and ecosystem services, and urban greening is a great opportunity to achieve this goal. This is facilitated by species-rich seed mixtures based on local p...
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Article
Discovery of potent and selective HER2 inhibitors with efficacy against HER2 exon 20 insertion-driven tumors, which preserve wild-type EGFR signaling
Oncogenic alterations in human epidermal growth factor receptor 2 (HER2) occur in approximately 2% of patients with non-small cell lung cancer and predominantly affect the tyrosine kinase domain and cluster in...
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Chapter and Conference Paper
Univariate Time Series Forecasting: Machine Learning Prediction of the Best Suitable Forecast Model Based on Time Series Characteristics
Forecasting demand is challenging. Various products exhibit different demand patterns. While demand may be constant and regular for one product, it may be sporadic for another, as well as when demand occurs, i...
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Chapter and Conference Paper
Univariate Time Series Forecasting by Investigating Intermittence and Demand Individually
Intermittent time series forecasting is a challenging task which still needs particular attention of researchers. The more unregularly events occur, the more difficult is it to predict them. With Croston’s app...
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Chapter
Towards an Early Warning System for Instable Slopes in Georgia: The Large Tskneti-Akhaldaba-Landslide
In June 2015 a flash flood caused by a failure of a natural dam originated by a hazardous debris flow in the Vere valley hit Georgias capital Tbilisi. 23 persons lost their lives and property damages were USD ...
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Chapter and Conference Paper
Sales Forecasting Under Economic Crisis: A Case Study of the Impact of the COVID19 Crisis to the Predictability of Sales of a Medium-Sized Enterprise
This article describes a case study of sales forecasting with machine learning. Based on the example of a medium-sized enterprise in the field of B2B retailing, the study examines how the effect of global even...
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Chapter and Conference Paper
Neural Network for Analyzing Prostate Cancer Tissue Microarrays
Prostate cancer (PCa) is the dominating malignant tumor for men worldwide and across all ethnic groups. If a carcinoma is being suspected, e.g. due to blood levels, trans-rectal punch biopsies of the prostate ...
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Article
Toward an automatic preoperative pipeline for image-guided temporal bone surgery
Minimally invasive surgery is often built upon a time-consuming preoperative step consisting of segmentation and trajectory planning. At the temporal bone, a complete automation of these two tasks might lead t...
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Article
Open AccessSink–float density separation of post-consumer plastics for feedstock recycling
The paper focuses on current mechanical waste processing technologies and out-of-the-box processes linked to the processing of coal and mineral resources, to ensure high-quality feedstock recycling of polyolef...
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Article
Drones for butterfly conservation: larval habitat assessment with an unmanned aerial vehicle
Evidence-based nature conservation focuses on ecological facts and the incorporation of knowledge on the ecology of species, including its entire life cycle. In butterflies, imagos and its larvae often demand ...
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Article
Open AccessProzesskette zum stofflichen Recycling von Kunststoffabfällen
Die stoffliche Recyclingquote von Kunststoffen liegt in Österreich derzeit bei nur etwa 25 %, da nur solche Kunststoffabfälle einem werkstofflichen Recycling zugeführt werden können, die schon als Abfall mögli...
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Chapter and Conference Paper
Characterization of the Invisible: Determine Reliable Parameters for a Sliding Plain
In this study, a distinct large and massive rock block was investigated which shows a high potential of planar failure. To determine reliable parameters for the sliding plain three major types of discontinuity...
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Article
The Combustion System of the MAN 20V35/44G Gas Engine
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Article
Das Brennverfahren des Gasmotors 20V35/44G von MAN
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Article
The Combustion System of the Man 20V35/44G Gas Engine
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Chapter and Conference Paper
Integrated State Estimation with Driving Dynamic Sensors and GPS Data to Evaluate Driving Dynamics Control Functions
The aim of this research project is to investigate the use of GPS data for test drives. Based on data of a multi-antenna GPS system and vehicle dynamic sensors, an information platform is performed. This platf...
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Chapter and Conference Paper
A Cloud–Based Approach for Collaborative Networks Supporting Serviced-Enhanced Products
Collaboration through sharing competencies and resources has been a key approach to both creating new competitive environments, as well as achieving the needed agility to rapidly answer to market demands. Esta...
