Data Science – Analytics and Applications PDF Download

Data Science – Analytics and Applications PDF
By:Peter Haber,Thomas Lampoltshammer,Manfred Mayr
Published on 2019-10-09 by Springer-Verlag

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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 Exploring insider trading using hypernetworks Data-driven approach to detection of autism spectrum disorder Anonymization and sentiment analysis of Twitter posts 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 State-of-the-art Deep Learning Methods to effect Neural Machine Translation from Natural Language into SQL A Smart Recommendation System to Simplify Projecting for a HMI/SCADA Platform Use of Adversarial Networks as a Technology for Image Augmentation Using Supervised Learning to Predict the Reliability of a Welding Process 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 will stimulate new study, research, and the development of new applications.

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Computers and Medicine PDF Download

Computers and Medicine PDF
By:
Published on 1996 by

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Anonymization of Electronic Medical Records to Support Clinical Analysis PDF Download

Anonymization of Electronic Medical Records to Support Clinical Analysis PDF
By:Aris Gkoulalas-Divanis,Grigorios Loukides
Published on 2012-10-13 by Springer Science & Business Media

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Anonymization of Electronic Medical Records to Support Clinical Analysis closely examines the privacy threats that may arise from medical data sharing, and surveys the state-of-the-art methods developed to safeguard data against these threats. To motivate the need for computational methods, the book first explores the main challenges facing the privacy-protection of medical data using the existing policies, practices and regulations. Then, it takes an in-depth look at the popular computational privacy-preserving methods that have been developed for demographic, clinical and genomic data sharing, and closely analyzes the privacy principles behind these methods, as well as the optimization and algorithmic strategies that they employ. Finally, through a series of in-depth case studies that highlight data from the US Census as well as the Vanderbilt University Medical Center, the book outlines a new, innovative class of privacy-preserving methods designed to ensure the integrity of transferred medical data for subsequent analysis, such as discovering or validating associations between clinical and genomic information. Anonymization of Electronic Medical Records to Support Clinical Analysis is intended for professionals as a reference guide for safeguarding the privacy and data integrity of sensitive medical records. Academics and other research scientists will also find the book invaluable.

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Marketing in a Digital World PDF Download

Marketing in a Digital World PDF
By:Aric Rindfleisch,Alan J. Malter
Published on 2019-09-19 by Emerald Group Publishing

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Marketing in a Digital World consists of nine essays on how the digital revolution has affected marketing theory and practice. Leading marketing scholars, including several editors of premier academic journals, provide fresh insights for both scholars and managers seeking to enhance their understanding of marketing in a digital world.

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Computers, Health Records, and Citizen Rights PDF Download

Computers, Health Records, and Citizen Rights PDF
By:Alan F. Westin
Published on 1976 by

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National Compensation Survey: Occupational Wages in the United States, July 2003 PDF Download

National Compensation Survey: Occupational Wages in the United States, July 2003 PDF
By:
Published on by DIANE Publishing

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How to Select a Computerized Hospital Information System PDF Download

How to Select a Computerized Hospital Information System PDF
By:Marion J. Ball
Published on 1973 by

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