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Data Science - Analytics and Applications - Proceedings of the 4th International Data Science Conference - iDSC2021 (English,... Data Science - Analytics and Applications - Proceedings of the 4th International Data Science Conference - iDSC2021 (English, German, Book, 1st ed. 2022)
Peter Haber, Thomas J. Lampoltshammer, Helmut Leopold, Manfred Mayr
R3,184 Discovery Miles 31 840 Ships in 10 - 15 working days

Organizations have moved already from the rigid structure of classical project management towards the adoption of agile approaches. This holds also true for software development projects, which need to be flexible to adopt to rapid requests of clients as well to reflect changes that are required due to architectural design decisions. With data science having established itself as corner stone within organizations and businesses, it is now imperative to perform this crucial step for analytical business processes as well. The non-deterministic nature of data science and its inherent analytical tasks require an interactive approach towards an evolutionary step-by-step development to realize core essential business applications and use cases.The 4th International Data Science Conference (iDSC) 2021 brought together researchers, scientists, and business experts to discuss means of establishing new ways of embracing agile approaches within the various domains of data science, such as machine learning and AI, data mining, or visualization and communication as well as case studies and best practices from leading research institutions and business companies. The proceedings include all full papers presented in the scientific track and the corresponding German abstracts as well as the short papers from the student track. Among the topics of interest are: Artificial Intelligence and Machine Learning Implementation of data mining processes Agile Data Science and Visualization Case Studies and Applications for Agile Data Science --- Organisationen sind bereits von der starren Struktur des klassischen Projektmanagements zu agilen Ansatzen ubergegangen. Dies gilt auch fur Softwareentwicklungsprojekte, die flexibel sein mussen, um schnell auf die Wunsche der Kunden reagieren zu koennen und um AEnderungen zu berucksichtigen, die aufgrund von Architekturentscheidungen erforderlich sind. Nachdem sich die Datenwissenschaft als Eckpfeiler in Organisationen und Unternehmen etabliert hat, ist es nun zwingend erforderlich, diesen entscheidenden Schritt auch fur analytische Geschaftsprozesse durchzufuhren. Die nicht-deterministische Natur der Datenwissenschaft und die ihr innewohnenden analytischen Aufgaben erfordern einen interaktiven Ansatz fur eine evolutionare, schrittweise Entwicklung zur Realisierung der wichtigsten Geschaftsanwendungen und Anwendungsfalle. Die 4. Internationale Konferenz zur Datenwissenschaft (iDSC 2021) brachte Forscher, Wissenschaftler und Wirtschaftsexperten zusammen, um Moeglichkeiten zu eroertern, wie neue Wege zur Umsetzung agiler Ansatze in den verschiedenen Bereichen der Datenwissenschaft, wie maschinelles Lernen und KI, Data Mining oder Visualisierung und Kommunikation, sowie Fallstudien und Best Practices von fuhrenden Forschungseinrichtungen und Wirtschaftsunternehmen etabliert werden koennen. Der Tagungsband umfasst alle im wissenschaftlichen Track vorgestellten Volltexte und die Kurzbeitrage aus dem studentischen Track auf Englisch und die dazugehoerigen Abstracts auf Deutsch. Zu den Themen, die sie interessieren, gehoeren unter anderem: Kunstliche Intelligenz und Maschinelles Lernen Implementierung von Data-Mining-Prozessen Agile Datenwissenschaft und Visualisierung Fallstudien und Anwendungen fur Agile Datenwissenschaft

Electronic Participation - 13th IFIP WG 8.5 International Conference, ePart 2021, Granada, Spain, September 7-9, 2021,... Electronic Participation - 13th IFIP WG 8.5 International Conference, ePart 2021, Granada, Spain, September 7-9, 2021, Proceedings (Paperback, 1st ed. 2021)
Noella Edelmann, Csaba Csaki, Sara Hofmann, Thomas J. Lampoltshammer, Laura Alcaide Munoz, …
R1,505 Discovery Miles 15 050 Ships in 10 - 15 working days

This book constitutes the proceedings of the 13th IFIP WG 8.5 International Conference on Electronic Participation, ePart 2021, held in Granada, Spain, in September 2021, in conjunction with IFIP WG 8.5 Electronic Government (EGOV 2021), the Conference for E-Democracy and Open Government Conference (CeDEM 2021). The 16 full papers presented were carefully reviewed and selected from 37 submissions. The papers are clustered under the following topical sections: digital participation, digital society, digital government and legal issues.

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