Big Data Mining for Climate Change

Written By Zhihua Zhang
Big Data Mining for Climate Change
  • Publsiher : Unknown
  • Release : 01 December 2019
  • ISBN : 0128187034
  • Pages : 344 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Big Data Mining for Climate Change written by Zhihua Zhang which was release on 01 December 2019, this book published by Unknown. Available in PDF, EPUB and Kindle Format. Book excerpt: Big Data Mining for Climate Change addresses how to manage the vast amount of information available for analysis. Climate change and its environmental, economic and social consequences are widely recognized as the biggest, most interconnected problem facing humanity. There is a huge amount of potential information currently available...and it is growing exponentially. This book walks through the latest research and how to navigate the resources available using big data applications. It is appropriate for scientists and advanced students studying climate change from a number of disciplines, including the atmospheric sciences, oceanic sciences, geography, environment sciences, ecology, energy, economics, engineering and public policy. Provides a step-by-step guide for applying big data mining tools to climate and environmental research Presents a comprehensive review of theory and algorithms of big data mining for climate change Includes current research in climate and environmental science as it relates to using big data algorithms

Big Data Mining for Climate Change

Big Data Mining for Climate Change
  • Author : Zhihua Zhang
  • Publisher : Unknown
  • Release Date : 2019-12
  • Total pages : 344
  • ISBN : 0128187034
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Summary : Big Data Mining for Climate Change addresses how to manage the vast amount of information available for analysis. Climate change and its environmental, economic and social consequences are widely recognized as the biggest, most interconnected problem facing humanity. There is a huge amount of potential information currently available...and it ...

Data Mining in Large Sets of Complex Data

Data Mining in Large Sets of Complex Data
  • Author : Robson Leonardo Ferreira Cordeiro,Christos Faloutsos,Caetano Traina Júnior
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-01-11
  • Total pages : 116
  • ISBN : 0128187034
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Summary : The amount and the complexity of the data gathered by current enterprises are increasing at an exponential rate. Consequently, the analysis of Big Data is nowadays a central challenge in Computer Science, especially for complex data. For example, given a satellite image database containing tens of Terabytes, how can we ...

Big Data and Social Media Analytics

Big Data and Social Media Analytics
  • Author : Anonim
  • Publisher : Springer Nature
  • Release Date : 2021
  • Total pages : 246
  • ISBN : 0128187034
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Summary : This edited book provides techniques which address various aspects of big data collection and analysis from social media platforms and beyond. It covers efficient compression of large networks, link prediction in hashtag graphs, visual exploration of social media data, identifying motifs in multivariate data, social media surveillance to enhance search ...

Data Mining and Knowledge Discovery for Big Data

Data Mining and Knowledge Discovery for Big Data
  • Author : Wesley W. Chu
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-09-24
  • Total pages : 311
  • ISBN : 0128187034
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Summary : The field of data mining has made significant and far-reaching advances over the past three decades. Because of its potential power for solving complex problems, data mining has been successfully applied to diverse areas such as business, engineering, social media, and biological science. Many of these applications search for patterns ...

Big Data Analytics

Big Data Analytics
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2015-08-04
  • Total pages : 390
  • ISBN : 0128187034
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Summary : While the term Big Data is open to varying interpretation, it is quite clear that the Volume, Velocity, and Variety (3Vs) of data have impacted every aspect of computational science and its applications. The volume of data is increasing at a phenomenal rate and a majority of it is unstructured. ...

Handbook On Big Data And Machine Learning In The Physical Sciences In 2 Volumes

Handbook On Big Data And Machine Learning In The Physical Sciences  In 2 Volumes
  • Author : Anonim
  • Publisher : World Scientific
  • Release Date : 2020-03-10
  • Total pages : 1000
  • ISBN : 0128187034
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Summary : This compendium provides a comprehensive collection of the emergent applications of big data, machine learning, and artificial intelligence technologies to present day physical sciences ranging from materials theory and imaging to predictive synthesis and automated research. This area of research is among the most rapidly developing in the last several ...

Spatial Big Data Science

Spatial Big Data Science
  • Author : Zhe Jiang,Shashi Shekhar
  • Publisher : Springer
  • Release Date : 2017-07-13
  • Total pages : 131
  • ISBN : 0128187034
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Summary : Emerging Spatial Big Data (SBD) has transformative potential in solving many grand societal challenges such as water resource management, food security, disaster response, and transportation. However, significant computational challenges exist in analyzing SBD due to the unique spatial characteristics including spatial autocorrelation, anisotropy, heterogeneity, multiple scales and resolutions which is ...

Big Data Mining and Complexity

Big Data Mining and Complexity
  • Author : Brian C. Castellani,Rajeev Rajaram
  • Publisher : SAGE
  • Release Date : 2022-03-26
  • Total pages : 180
  • ISBN : 0128187034
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Summary : This book offers a much needed critical introduction to data mining and ‘big data’. Supported by multiple case studies and examples, the authors provide everything needed to explore, evaluate and review big data concepts and techniques....

Information Technology New Generations

Information Technology  New Generations
  • Author : Shahram Latifi
  • Publisher : Springer
  • Release Date : 2016-03-28
  • Total pages : 1306
  • ISBN : 0128187034
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Summary : This book collects articles presented at the 13th International Conference on Information Technology- New Generations, April, 2016, in Las Vegas, NV USA. It includes over 100 chapters on critical areas of IT including Web Technology, Communications, Security, and Data Mining....

Thinking Big Data in Geography

Thinking Big Data in Geography
  • Author : Jim Thatcher,Andrew Shears,Josef Eckert
  • Publisher : U of Nebraska Press
  • Release Date : 2018-04
  • Total pages : 324
  • ISBN : 0128187034
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Summary : Thinking Big Data in Geography offers a practical state-of-the-field overview of big data as both a means and an object of research, with essays from prominent and emerging scholars such as Rob Kitchin, Renee Sieber, and Mark Graham. Part 1 explores how the advent of geoweb technologies and big data sets ...

Data Mining and Big Data

Data Mining and Big Data
  • Author : Ying Tan,Yuhui Shi,Qirong Tang
  • Publisher : Springer
  • Release Date : 2018-06-09
  • Total pages : 799
  • ISBN : 0128187034
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Summary : This book constitutes the refereed proceedings of the Third International Conference on Data Mining and Big Data, DMBD 2018, held in Shanghai, China, in June 2018. The 74 papers presented in this volume were carefully reviewed and selected from 126 submissions. They are organized in topical sections named: database, data preprocessing, matrix factorization, data ...

Renewing Local Planning to Face Climate Change in the Tropics

Renewing Local Planning to Face Climate Change in the Tropics
  • Author : Maurizio Tiepolo,Alessandro Pezzoli,Vieri Tarchiani
  • Publisher : Springer
  • Release Date : 2017-07-05
  • Total pages : 372
  • ISBN : 0128187034
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Summary : This book is open access under a CC BY 4.0 license. This book aims to inspire decision makers and practitioners to change their approach to climate planning in the tropics through the application of modern technologies for characterizing local climate and tracking vulnerability and risk, and using decision-making tools. Drawing on 16 ...

Climate Change and Environmental Concerns Breakthroughs in Research and Practice

Climate Change and Environmental Concerns  Breakthroughs in Research and Practice
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2018-04-06
  • Total pages : 694
  • ISBN : 0128187034
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Summary : The existence of the human race has created inevitable effects on our surrounding environment. To prevent further harm to the world’s ecosystems, it becomes imperative to assess mankind’s impact on and create sustainability initiatives to maintain the world’s ecosystems. Climate Change and Environmental Concerns: Breakthroughs in Research ...

Hierarchical Aggregation of Multidimensional Data for Efficient Data Mining

Hierarchical Aggregation of Multidimensional Data for Efficient Data Mining
  • Author : Safaa Khalil Alwajidi
  • Publisher : Unknown
  • Release Date : 2020
  • Total pages : 114
  • ISBN : 0128187034
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Summary : Big data analysis is essential for many smart applications in areas such as connected healthcare, intelligent transportation, human activity recognition, environment, and climate change monitoring. Traditional data mining algorithms do not scale well to big data due to the enormous number of data points and the velocity of their generation. ...

Advances in Interdisciplinary Research in Engineering and Business Management

Advances in Interdisciplinary Research in Engineering and Business Management
  • Author : P. K. Kapur,Gurinder Singh,Saurabh Panwar
  • Publisher : Springer Nature
  • Release Date : 2021-04-22
  • Total pages : 495
  • ISBN : 0128187034
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Summary : The volume contains latest research on software reliability assessment, testing, quality management, inventory management, mathematical modeling, analysis using soft computing techniques and management analytics. It links researcher and practitioner perspectives from different branches of engineering and management, and from around the world for a bird's eye view on the topics. ...