Advances in Subsurface Data Analytics

Written By Shuvajit Bhattacharya
Advances in Subsurface Data Analytics
  • Publsiher : Elsevier
  • Release : 01 March 2022
  • ISBN : 0128223081
  • Pages : 400 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Advances in Subsurface Data Analytics written by Shuvajit Bhattacharya which was release on 01 March 2022, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Advances in Subsurface Data Analytics: Traditional and Physics-Based Machine Learning brings together popular, emerging machine learning algorithms and their applications in subsurface analysis, including geology, geophysics and petrophysics. Each chapter focuses on one machine learning algorithm and includes detailed workflow, applications and case studies. In addition, some of the chapters contain algorithm comparisons to better equip readers with different strategies to implement automated workflows for subsurface analysis. This book will help researchers in academia and professional geoscientists working in the oil and gas industry understand and appreciate the existence of machine learning and deep learning models. In addition, users will learn how to optimize performance and explore applications in the geosciences by bringing together several contributions in a single volume. Covers the fundamentals of simple machine learning and emerging deep learning algorithms written by practitioners in academia and industry Presents detailed case studies of individual machine learning algorithms around the world, including those used for conventional and unconventional reservoirs Offers an analysis of future trends

Advances in Subsurface Data Analytics

Advances in Subsurface Data Analytics
  • Author : Shuvajit Bhattacharya,Haibin Di
  • Publisher : Elsevier
  • Release Date : 2022-03-01
  • Total pages : 400
  • ISBN : 0128223081
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Summary : Advances in Subsurface Data Analytics: Traditional and Physics-Based Machine Learning brings together popular, emerging machine learning algorithms and their applications in subsurface analysis, including geology, geophysics and petrophysics. Each chapter focuses on one machine learning algorithm and includes detailed workflow, applications and case studies. In addition, some of the chapters ...

Harness Oil and Gas Big Data with Analytics

Harness Oil and Gas Big Data with Analytics
  • Author : Keith R. Holdaway
  • Publisher : John Wiley & Sons
  • Release Date : 2014-05-27
  • Total pages : 384
  • ISBN : 0128223081
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Summary : Use big data analytics to efficiently drive oil and gas exploration and production Harness Oil and Gas Big Data with Analytics provides a complete view of big data and analytics techniques as they are applied to the oil and gas industry. Including a compendium of specific case studies, the book ...

Future Directions for the U S Geological Survey s Energy Resources Program

Future Directions for the U S  Geological Survey s Energy Resources Program
  • Author : National Academies of Sciences, Engineering, and Medicine,Division on Earth and Life Studies,Board on Earth Sciences and Resources,Committee on Earth Resources,Committee on Future Directions for the U.S. Geological Survey's Energy Resources Program
  • Publisher : National Academies Press
  • Release Date : 2018-09-04
  • Total pages : 168
  • ISBN : 0128223081
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Summary : Reliable, affordable, and technically recoverable energy is central to the nation's economic and social vitality. The United States is both a major consumer of geologically based energy resources from around the world and - increasingly of late - a developer of its own energy resources. Understanding the national and global ...

Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making

Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making
  • Author : Cengiz Kahraman,Selcuk Cebi,Sezi Cevik Onar,Basar Oztaysi,A. Cagri Tolga,Irem Ucal Sari
  • Publisher : Springer
  • Release Date : 2019-07-05
  • Total pages : 1392
  • ISBN : 0128223081
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Summary : This book includes the proceedings of the Intelligent and Fuzzy Techniques INFUS 2019 Conference, held in Istanbul, Turkey, on July 23–25, 2019. Big data analytics refers to the strategy of analyzing large volumes of data, or big data, gathered from a wide variety of sources, including social networks, videos, digital images, sensors, and ...

Use of Earth Observations for Actionable Decision Making in the Developing World

Use of Earth Observations for Actionable Decision Making in the Developing World
  • Author : Niall Patrick Hanan,Ashutosh S. Limaye,Daniel Eric Irwin
  • Publisher : Frontiers Media SA
  • Release Date : 2021-01-13
  • Total pages : 212
  • ISBN : 0128223081
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Summary : Download or read online Use of Earth Observations for Actionable Decision Making in the Developing World written by Niall Patrick Hanan,Ashutosh S. Limaye,Daniel Eric Irwin, published by Frontiers Media SA which was released on 2021-01-13. Get Use of Earth Observations for Actionable Decision Making in the Developing ...

Proceedings of 3rd International Conference on Computing Informatics and Networks

Proceedings of 3rd International Conference on Computing Informatics and Networks
  • Author : Ajith Abraham,Oscar Castillo,Deepali Virmani
  • Publisher : Springer Nature
  • Release Date : 2021-03-14
  • Total pages : 659
  • ISBN : 0128223081
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Summary : This book is a collection of high-quality peer-reviewed research papers presented in the Third International Conference on Computing Informatics and Networks (ICCIN 2020) organized by the Department of Computer Science and Engineering (CSE), Bhagwan Parshuram Institute of Technology (BPIT), Delhi, India, during 29–30 July 2020. The book discusses a wide variety of industrial, ...

Data Analytics for Drilling Engineering

Data Analytics for Drilling Engineering
  • Author : Qilong Xue
  • Publisher : Springer Nature
  • Release Date : 2019-12-30
  • Total pages : 312
  • ISBN : 0128223081
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Summary : This book presents the signal processing and data mining challenges encountered in drilling engineering, and describes the methods used to overcome them. In drilling engineering, many signal processing technologies are required to solve practical problems, such as downhole information transmission, spatial attitude of drillstring, drillstring dynamics, seismic activity while drilling, ...

Data Science for Business

Data Science for Business
  • Author : Foster Provost,Tom Fawcett
  • Publisher : "O'Reilly Media, Inc."
  • Release Date : 2013-07-27
  • Total pages : 414
  • ISBN : 0128223081
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Summary : Annotation This broad, deep, but not-too-technical guide introduces you to the fundamental principles of data science and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. By learning data science principles, you will understand the many data-mining techniques in use ...

Big Data Analytics for Cyber Physical System in Smart City

Big Data Analytics for Cyber Physical System in Smart City
  • Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
  • Publisher : Springer Nature
  • Release Date : 2020-01-11
  • Total pages : 2016
  • ISBN : 0128223081
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Summary : This book gathers a selection of peer-reviewed papers presented at the first Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2019) conference, held in Shengyang, China, on 28–29 December 2019. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine ...

Research Anthology on Big Data Analytics Architectures and Applications

Research Anthology on Big Data Analytics  Architectures  and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2021-09-24
  • Total pages : 1988
  • ISBN : 0128223081
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Summary : Society is now completely driven by data with many industries relying on data to conduct business or basic functions within the organization. With the efficiencies that big data bring to all institutions, data is continuously being collected and analyzed. However, data sets may be too complex for traditional data-processing, and ...

Privacy Vulnerabilities and Data Security Challenges in the IoT

Privacy Vulnerabilities and Data Security Challenges in the IoT
  • Author : Shivani Agarwal,Sandhya Makkar,Duc-Tan Tran
  • Publisher : CRC Press
  • Release Date : 2020-11-23
  • Total pages : 220
  • ISBN : 0128223081
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Summary : This book discusses the evolution of security and privacy issues in the Internet of Things (IoT). The book focuses on assembling all security- and privacy-related technologies into a single source so that students, researchers, academics, and those in the industry can easily understand the IoT security and privacy issues. This ...

Recent Advances in Technology Acceptance Models and Theories

Recent Advances in Technology Acceptance Models and Theories
  • Author : Mostafa Al-Emran,Khaled Shaalan
  • Publisher : Springer Nature
  • Release Date : 2021-04-16
  • Total pages : 520
  • ISBN : 0128223081
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Summary : This book tackles the latest research trends in technology acceptance models and theories. It presents high-quality empirical and review studies focusing on the main theoretical models and their applications across various technologies and contexts. It also provides insights into the theoretical and practical aspects of different technological innovations that assist ...

eWork and eBusiness in Architecture Engineering and Construction

eWork and eBusiness in Architecture  Engineering and Construction
  • Author : Ardeshir Mahdavi,Bob Martens,Raimar Scherer
  • Publisher : CRC Press
  • Release Date : 2014-08-21
  • Total pages : 960
  • ISBN : 0128223081
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Summary : In the last two decades, the biannual ECPPM (European Conference on Product and Process Modelling) conference series has provided a unique platform for the presentation and discussion of the most recent advances with regard to the ICT (Information and Communication Technology) applications in the AEC/FM (Architecture, Engineering, Construction and ...

Cloud Computing for Geospatial Big Data Analytics

Cloud Computing for Geospatial Big Data Analytics
  • Author : Himansu Das,Rabindra K. Barik,Harishchandra Dubey,Diptendu Sinha Roy
  • Publisher : Springer
  • Release Date : 2018-12-11
  • Total pages : 289
  • ISBN : 0128223081
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Summary : This book introduces the latest research findings in cloud, edge, fog, and mist computing and their applications in various fields using geospatial data. It solves a number of problems of cloud computing and big data, such as scheduling, security issues using different techniques, which researchers from industry and academia have ...

Data Science and Big Data An Environment of Computational Intelligence

Data Science and Big Data  An Environment of Computational Intelligence
  • Author : Witold Pedrycz,Shyi-Ming Chen
  • Publisher : Springer
  • Release Date : 2017-03-21
  • Total pages : 303
  • ISBN : 0128223081
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Summary : This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Data science and big data go hand ...