Data Science - Analytics and Applications: Proceedings of the 2nd International Data Science Conference - Idsc2019 1. Aufl. 2019 Edition Contributor(s): Haber, Peter (Editor), Lampoltshammer, Thomas (Editor), Mayr, Manfred (Editor) |
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ISBN: 3658274948 ISBN-13: 9783658274948 Publisher: Springer Vieweg OUR PRICE: $85.49 Product Type: Hardcover Language: German Published: October 2019 |
Additional Information |
BISAC Categories: - Computers | Data Processing - Computers | Databases - General - Business & Economics | Industries - Computers & Information Technology |
Dewey: 004 |
Physical Information: 0.5" H x 8.3" W x 11.1" (1.10 lbs) 102 pages |
Descriptions, Reviews, Etc. |
Publisher Description: This book offers the proceedings of the Second International Data Science Conference (iDSC2019), organized by Salzburg University of Applied Sciences, Austria. The Conference brought together researchers, scientists, and business experts to discuss new ways of embracing agile approaches to various facets of data science, including machine learning and artificial intelligence, data mining, data visualization, and communication. The papers gathered here include case studies of applied techniques, and theoretical papers that push the field into the future. The full-length scientific-track papers on Data Analytics are broadly grouped by category, including Complexity; NLP and Semantics; Modelling; and Comprehensibility. Included among real-world applications of data science are papers on
Theoretical papers in the book cover such topics as Optimal Regression Tree Models Through Mixed Integer Programming; Chance Influence in Datasets with Large Number of Features; Adversarial Networks -- A Technology for Image Augmentation; and Optimal Regression Tree Models Through Mixed Integer Programming. Five shorter student-track papers are also published here, on topics such as
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