{"product_id":"data-science-analytics-and-applications-proceedings-of-the-2nd-international-data-science-conference-idsc2019-9783658274948","title":"Data Science - Analytics and Applications: Proceedings of the 2nd International Data Science Conference - Idsc2019","description":"\u003cp\u003e • Author(s): Peter Haber | Thomas Lampoltshammer | Manfred Mayr\u003cbr\u003e • Publisher: Springer Vieweg\u003cbr\u003e • Publisher Imprint: Springer Vieweg\u003cbr\u003e • BISAC: Data Science - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e Included among real-world applications of data science are papers on\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExploring insider trading using hypernetworks\u003c\/li\u003e\n\u003cli\u003eData-driven approach to detection of autism spectrum disorder\u003c\/li\u003e\n\u003cli\u003eAnonymization and sentiment analysis of Twitter posts\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003eTheoretical 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.\u003c\/p\u003e \u003cp\u003eFive shorter student-track papers are also published here, on topics such as \u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eState-of-the-art Deep Learning Methods to effect Neural Machine Translation from Natural Language into SQL\u003c\/li\u003e\n\u003cli\u003eA Smart Recommendation System to Simplify Projecting for a HMI\/SCADA Platform\u003c\/li\u003e\n\u003cli\u003e Use of Adversarial Networks as a Technology for Image Augmentation\u003c\/li\u003e\n\u003cli\u003eUsing Supervised Learning to Predict the Reliability of a Welding Process\u003c\/li\u003e\n\u003c\/ul\u003e The work collected in this volume of proceedings will provide researchers and practitioners with a detailed snapshot of current progress in the field of data science. Moreover, it willstimulate new study, research, and the development of new applications.\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46456886067351,"sku":"9783658274948","price":9265.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783658274948.webp?v=1769179760","url":"https:\/\/atlanticbooks.com\/products\/data-science-analytics-and-applications-proceedings-of-the-2nd-international-data-science-conference-idsc2019-9783658274948","provider":"Atlantic Books","version":"1.0","type":"link"}