Analytics And Data Science

Analytics and Data Science
Publisher Springer
Release Date
Category Computers
Total Pages 297
ISBN 9783319580975
Rating 4/5 from 21 reviews
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This book explores emerging research and pedagogy in analytics and data science that have become core to many businesses as they work to derive value from data. The chapters examine the role of analytics and data science to create, spread, develop and utilize analytics applications for practice. Selected chapters provide a good balance between discussing research advances and pedagogical tools in key topic areas in analytics and data science in a systematic manner. This book also focuses on several business applications of these emerging technologies in decision making, i.e., business analytics. The chapters in Analytics and Data Science: Advances in Research and Pedagogy are written by leading academics and practitioners that participated at the Business Analytics Congress 2015. Applications of analytics and data science technologies in various domains are still evolving. For instance, the explosive growth in big data and social media analytics requires examination of the impact of these technologies and applications on business and society. As organizations in various sectors formulate their IT strategies and investments, it is imperative to understand how various analytics and data science approaches contribute to the improvements in organizational information processing and decision making. Recent advances in computational capacities coupled by improvements in areas such as data warehousing, big data, analytics, semantics, predictive and descriptive analytics, visualization, and real-time analytics have particularly strong implications on the growth of analytics and data science.

Analytics and Data Science
  • Author : Amit V. Deokar,Ashish Gupta,Lakshmi S. Iyer,Mary C. Jones
  • Publisher : Springer
  • Release Date : 2017-10-05

This book explores emerging research and pedagogy in analytics and data science that have become core to many businesses as they work to derive value from data. The chapters examine the role of analytics and data science to create, spread, develop and utilize analytics applications for practice. Selected chapters provide

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Advances in Data Science  Methodologies and Applications
  • Author : Gloria Phillips-Wren,Anna Esposito,Lakhmi C. Jain
  • Publisher : Springer Nature
  • Release Date : 2020-08-26

Big data and data science are transforming our world today in ways we could not have imagined at the beginning of the twenty-first century. The accompanying wave of innovation has sparked advances in healthcare, engineering, business, science, and human perception, among others. The tremendous advances in computing power and intelligent

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Advances in Data Science
  • Author : Edwin Diday,Rong Guan,Gilbert Saporta,Huiwen Wang
  • Publisher : John Wiley & Sons
  • Release Date : 2020-02-05

Data science unifies statistics, data analysis and machine learning to achieve a better understanding of the masses of data which are produced today, and to improve prediction. Special kinds of data (symbolic, network, complex, compositional) are increasingly frequent in data science. These data require specific methodologies, but there is a

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Advances in Artificial Intelligence  Computation  and Data Science
  • Author : Tuan D. Pham,Hong Yan,Muhammad W. Ashraf,Folke Sjöberg
  • Publisher : Springer
  • Release Date : 2021-08-13

Artificial intelligence (AI) has become pervasive in most areas of research and applications. While computation can significantly reduce mental efforts for complex problem solving, effective computer algorithms allow continuous improvement of AI tools to handle complexity—in both time and memory requirements—for machine learning in large datasets. Meanwhile, data

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Recent Advances in Data Science
  • Author : Henry Han,Tie Wei,Wenbin Liu,Fei Han
  • Publisher : Springer
  • Release Date : 2020-09-29

This book constitutes selected papers of the ​Third International Conference on Data Science, Medicine and Bioinformatics, IDMB 2019, held in Nanning, China, in June 2019. The 19 full papers and 1 short paper were carefully reviewed and selected from 93 submissions. The papers are organized according to the following topical sections: business data science: fintech,

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Advances in Data Science and Management
  • Author : Samarjeet Borah,Valentina Emilia Balas,Zdzislaw Polkowski
  • Publisher : Springer Nature
  • Release Date : 2020-01-13

This book includes high-quality papers presented at the International Conference on Data Science and Management (ICDSM 2019), organised by the Gandhi Institute for Education and Technology, Bhubaneswar, from 22 to 23 February 2019. It features research in which data science is used to facilitate the decision-making process in various application areas, and also covers

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Advances in Data Science
  • Author : Leman Akoglu,Emilio Ferrara,Mallayya Deivamani,Ricardo Baeza-Yates,Palanisamy Yogesh
  • Publisher : Springer
  • Release Date : 2018-11-28

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Advances in Data Science, ICIIT 2018, held in Chennai, India, in December 2018. The 11 full papers along with 4 short papers presented were carefully reviewed and selected from 74 submissions.The papers are organized in topical sections on data science

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Advances in Data Science  Cyber Security and IT Applications
  • Author : Auhood Alfaries,Hanan Mengash,Ansar Yasar,Elhadi Shakshuki
  • Publisher : Springer
  • Release Date : 2019-12-22

This book constitutes the refereed proceedings of the First International Conference on Intelligent Cloud Computing, ICC 2019, held in Riyadh, Saudi Arabia, in December 2019. The two-volume set presents 53 full papers, which were carefully reviewed and selected from 174 submissions. The papers are organized in topical sections on Cyber Security; Data Science; Information

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Machine Learning Paradigms
  • Author : George A. Tsihrintzis,Lakhmi C. Jain
  • Publisher : Springer Nature
  • Release Date : 2020-08-24

At the dawn of the 4th Industrial Revolution, the field of Deep Learning (a sub-field of Artificial Intelligence and Machine Learning) is growing continuously and rapidly, developing both theoretically and towards applications in increasingly many and diverse other disciplines. The book at hand aims at exposing its reader to some

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Advances in Computing and Data Sciences
  • Author : Mayank Singh,P.K. Gupta,Vipin Tyagi,Jan Flusser,Tuncer Ören,Rekha Kashyap
  • Publisher : Springer
  • Release Date : 2019-07-19

This two-volume set (CCIS 1045 and CCIS 1046) constitutes the refereed proceedings of the Third International Conference on Advances in Computing and Data Sciences, ICACDS 2019, held in Ghaziabad, India, in April 2019. The 112 full papers were carefully reviewed and selected from 621 submissions. The papers are centered around topics like advanced computing, data sciences,

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Advances in Machine Learning and Data Science
  • Author : Damodar Reddy Edla,Pawan Lingras,Venkatanareshbabu K.
  • Publisher : Springer
  • Release Date : 2018-05-16

The Volume of “Advances in Machine Learning and Data Science - Recent Achievements and Research Directives” constitutes the proceedings of First International Conference on Latest Advances in Machine Learning and Data Science (LAMDA 2017). The 37 regular papers presented in this volume were carefully reviewed and selected from 123 submissions. These days we

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Soft Methods for Data Science
  • Author : Maria Brigida Ferraro,Paolo Giordani,Barbara Vantaggi,Marek Gagolewski,María Ángeles Gil,Przemysław Grzegorzewski,Olgierd Hryniewicz
  • Publisher : Springer
  • Release Date : 2016-08-30

This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy). The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract

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Advances in Data Science  Cyber Security and IT Applications
  • Author : Auhood Alfaries,Hanan Mengash,Ansar Yasar,Elhadi Shakshuki
  • Publisher : Unknown
  • Release Date : 2019

This book constitutes the refereed proceedings of the First International Conference on Intelligent Cloud Computing, ICC 2019, held in Riyadh, Saudi Arabia, in December 2019. The two-volume set presents 53 full papers, which were carefully reviewed and selected from 174 submissions. The papers are organized in topical sections on Cyber Security; Data Science; Information

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Advances in Data Science  Cyber Security and IT Applications
  • Author : Auhood Alfaries,Hanan Mengash,Ansar Yasar,Elhadi Shakshuki
  • Publisher : Springer Nature
  • Release Date : 2019-12-21

This book constitutes the refereed proceedings of the First International Conference on Intelligent Cloud Computing, ICC 2019, held in Riyadh, Saudi Arabia, in December 2019. The two-volume set presents 53 full papers, which were carefully reviewed and selected from 174 submissions. The papers are organized in topical sections on Cyber Security; Data Science; Information

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Advances in Data Sciences  Security and Applications
  • Author : Vanita Jain,Gopal Chaudhary,M. Cengiz Taplamacioglu,M. S. Agarwal
  • Publisher : Springer
  • Release Date : 2020-12-17

This book gathers the best papers presented at the International Conference on Data Sciences, Security and Applications (ICDSSA 2019), organized by Bharati Vidyapeeth’s College of Engineering, New Delhi, India, on 7–8 March 2019. The respective contributions present original research work, essential information, techniques and applications in the fields of data mining, artificial

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