Titlebook: Data Science – Analytics and Applications; Proceedings of the 4 Peter Haber,Thomas J. Lampoltshammer,Manfred Mayr Conference proceedings 20

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Strategic Approaches to the Use of Data Science in SMEs Lessons Learned from a Regional Multi-Case S for SMEs. A regional multi-case study explores the causes and exhibits patterns that suggest differentiated recommendations for action. Awareness of the diverse limitations and challenges can help all players involved – companies, universities and governmental organizations – to design future projects in an even more targeted manner.

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https://doi.org/10.1007/978-3-642-34120-5aff in order to navigate through the software jungle. In this technical report, we illustrate the decision process towards an on-premises infrastructure, our implemented system architecture, and the transformation of the software stack towards a scaleable Graphics Processing Unit (GPU) cluster system.

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Peter Haber,Thomas J. Lampoltshammer,Manfred MayrAktuelle Data-Science-Themen.Spezifische Data-Science-Fragestellungen.Collects papers from the 4th International Data Science Conference - iDSC 2021

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https://doi.org/10.1007/978-3-658-36295-9Data Science; Machine Learning; Artificial Intelligence; TensorFlow; Data Analytics; Big Data; Digital Tra

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https://doi.org/10.1007/978-981-13-1132-1into three main steps: Front-end spectrogram extraction, back-end classification, and late fusion of predicted probabilities. First, we use Mel filter, Gammatone filter, and Constant Q Transform (CQT) to transform raw audio signals into spectrograms, where both frequency and temporal features are pr