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Data Mining For Geoinformatics

Data Mining for Geoinformatics PDF
Author: Guido Cervone
Publisher: Springer Science & Business Media
ISBN: 1461476690
Size: 74.75 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 166
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Data Mining For Geoinformatics

by Guido Cervone, Data Mining For Geoinformatics Books available in PDF, EPUB, Mobi Format. Download Data Mining For Geoinformatics books, The rate at which geospatial data is being generated exceeds our computational capabilities to extract patterns for the understanding of a dynamically changing world. Geoinformatics and data mining focuses on the development and implementation of computational algorithms to solve these problems. This unique volume contains a collection of chapters on state-of-the-art data mining techniques applied to geoinformatic problems of high complexity and important societal value. Data Mining for Geoinformatics addresses current concerns and developments relating to spatio-temporal data mining issues in remotely-sensed data, problems in meteorological data such as tornado formation, estimation of radiation from the Fukushima nuclear power plant, simulations of traffic data using OpenStreetMap, real time traffic applications of data stream mining, visual analytics of traffic and weather data and the exploratory visualization of collective, mobile objects such as the flocking behavior of wild chickens. This book is designed for researchers and advanced-level students focused on computer science, earth science and geography as a reference or secondary text book. Practitioners working in the areas of data mining and geoscience will also find this book to be a valuable reference.




Proceedings Of The 1st Acm Sigspatial International Workshop On Data Mining For Geoinformatics Dmg 2010 Offered Under The Auspices Of The 18th Acm Sigspatial International Conference On Advances In Geographic Information Systems Acmgis

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Data Mining for Geoinformatics  DMG  2010   Offered Under the Auspices of the 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems  ACMGIS  PDF
Author: Jessica Lin
Publisher:
ISBN:
Size: 62.41 MB
Format: PDF
Category :
Languages : en
Pages : 64
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Proceedings Of The 1st Acm Sigspatial International Workshop On Data Mining For Geoinformatics Dmg 2010 Offered Under The Auspices Of The 18th Acm Sigspatial International Conference On Advances In Geographic Information Systems Acmgis

by Jessica Lin, Proceedings Of The 1st Acm Sigspatial International Workshop On Data Mining For Geoinformatics Dmg 2010 Offered Under The Auspices Of The 18th Acm Sigspatial International Conference On Advances In Geographic Information Systems Acmgis Books available in PDF, EPUB, Mobi Format. Download Proceedings Of The 1st Acm Sigspatial International Workshop On Data Mining For Geoinformatics Dmg 2010 Offered Under The Auspices Of The 18th Acm Sigspatial International Conference On Advances In Geographic Information Systems Acmgis books,




Data Mining Applications For Empowering Knowledge Societies

Data Mining Applications for Empowering Knowledge Societies PDF
Author: Rahman, Hakikur
Publisher: IGI Global
ISBN: 1599046598
Size: 15.36 MB
Format: PDF, ePub, Mobi
Category : Technology & Engineering
Languages : en
Pages : 356
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Data Mining Applications For Empowering Knowledge Societies

by Rahman, Hakikur, Data Mining Applications For Empowering Knowledge Societies Books available in PDF, EPUB, Mobi Format. Download Data Mining Applications For Empowering Knowledge Societies books, Presents an overview of the main issues of data mining, including its classification, regression, clustering, and ethical issues. Provides readers with knowledge enhancing processes as well as a wide spectrum of data mining applications.




Handbook Of Research On Advanced Data Mining Techniques And Applications For Business Intelligence

Handbook of Research on Advanced Data Mining Techniques and Applications for Business Intelligence PDF
Author: Trivedi, Shrawan Kumar
Publisher: IGI Global
ISBN: 1522520325
Size: 29.61 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 438
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Handbook Of Research On Advanced Data Mining Techniques And Applications For Business Intelligence

by Trivedi, Shrawan Kumar, Handbook Of Research On Advanced Data Mining Techniques And Applications For Business Intelligence Books available in PDF, EPUB, Mobi Format. Download Handbook Of Research On Advanced Data Mining Techniques And Applications For Business Intelligence books, The development of business intelligence has enhanced the visualization of data to inform and facilitate business management and strategizing. By implementing effective data-driven techniques, this allows for advance reporting tools to cater to company-specific issues and challenges. The Handbook of Research on Advanced Data Mining Techniques and Applications for Business Intelligence is a key resource on the latest advancements in business applications and the use of mining software solutions to achieve optimal decision-making and risk management results. Highlighting innovative studies on data warehousing, business activity monitoring, and text mining, this publication is an ideal reference source for research scholars, management faculty, and practitioners.




Geoinformatics

Geoinformatics PDF
Author: A. Krishna Sinha
Publisher: Geological Society of America
ISBN: 0813723973
Size: 49.82 MB
Format: PDF, Mobi
Category : Science
Languages : en
Pages : 282
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Geoinformatics

by A. Krishna Sinha, Geoinformatics Books available in PDF, EPUB, Mobi Format. Download Geoinformatics books, "The science of informatics in the broadest sense has been several thousands of years in the making. With the recent emergence of large storage devices and high-speed processing of data, it has become possible to organize vast amounts of data as digital products with ontologic tags and concepts for smart queries. Coupling this computational capability with earth science data defines the emerging field of geoinformatics. Since the science of geology was established several centuries ago, observations led to conclusions that were integrative in concept and clearly had profound implications for the birth of geology. As disciplinary information about Earth becomes more voluminous, the use of geoinformatics will lead to integrative, science-based discoveries of new knowledge about planetary systems. Twenty one research papers, co-authored by 96 researchers from both earth and computer sciences, provide the first-ever organized presentation of the science of informatics as it relates to geology. Readers will readily recognize the vast intellectual content represented by these papers as they seek to address the core research goals of geoinformatics."--Publisher's website.




Fuzzy Systems And Data Mining Iv

Fuzzy Systems and Data Mining IV PDF
Author: A.J. Tallón-Ballesteros
Publisher: IOS Press
ISBN: 1614999279
Size: 72.31 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 988
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Fuzzy Systems And Data Mining Iv

by A.J. Tallón-Ballesteros, Fuzzy Systems And Data Mining Iv Books available in PDF, EPUB, Mobi Format. Download Fuzzy Systems And Data Mining Iv books, Big Data Analytics is on the rise in the last years of the current decade. Data are overwhelming the computation capacity of high performance servers. Cloud, grid, edge and fog computing are a few examples of the current hype. Computational Intelligence offers two faces to deal with the development of models: on the one hand, the crisp approach, which considers for every variable an exact value and, on the other hand, the fuzzy focus, which copes with values between two boundaries. This book presents 114 papers from the 4th International Conference on Fuzzy Systems and Data Mining (FSDM 2018), held in Bangkok, Thailand, from 16 to 19 November 2018. All papers were carefully reviewed by program committee members, who took into consideration the breadth and depth of the research topics that fall within the scope of FSDM. The acceptance rate was 32.85% . Offering a state-of-the-art overview of fuzzy systems and data mining, the publication will be of interest to all those whose work involves data science.




Quality Aspects In Spatial Data Mining

Quality Aspects in Spatial Data Mining PDF
Author: Alfred Stein
Publisher: CRC Press
ISBN: 9780367386320
Size: 10.17 MB
Format: PDF
Category :
Languages : en
Pages : 374
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Quality Aspects In Spatial Data Mining

by Alfred Stein, Quality Aspects In Spatial Data Mining Books available in PDF, EPUB, Mobi Format. Download Quality Aspects In Spatial Data Mining books, Describes the State-of-the-Art in Spatial Data Mining, Focuses on Data Quality Substantial progress has been made toward developing effective techniques for spatial information processing in recent years. This science deals with models of reality in a GIS, however, and not with reality itself. Therefore, spatial information processes are often imprecise, allowing for much interpretation of abstract figures and data. Quality Aspects in Spatial Data Mining introduces practical and theoretical solutions for making sense of the often chaotic and overwhelming amount of concrete data available to researchers. In this cohesive collection of peer-reviewed chapters, field authorities present the latest field advancements and cover such essential areas as data acquisition, geoinformation theory, spatial statistics, and dissemination. Each chapter debuts with an editorial preview of each topic from a conceptual, applied, and methodological point of view, making it easier for researchers to judge which information is most beneficial to their work. Chapters Evolve From Error Propagation and Spatial Statistics to Address Relevant Applications The book advises the use of granular computing as a means of circumventing spatial complexities. This counter-application to traditional computing allows for the calculation of imprecise probabilities - the kind of information that the spatial information systems community wrestles with much of the time. Under the editorial guidance of internationally respected geoinformatics experts, this indispensable volume addresses quality aspects in the entire spatial data mining process, from data acquisition to end user. It also alleviates what is often field researchers' most daunting task by organizing the wealth of concrete spatial data available into one convenient source, thereby advancing the frontiers of spatial inf




Geoinformatics

Geoinformatics PDF
Author: Geoscience Information Society. Meeting
Publisher:
ISBN:
Size: 65.71 MB
Format: PDF
Category : Earth sciences
Languages : en
Pages : 125
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Geoinformatics

by Geoscience Information Society. Meeting, Geoinformatics Books available in PDF, EPUB, Mobi Format. Download Geoinformatics books,




Geoinformatics 2006

Geoinformatics 2006 PDF
Author: Jianya Gong
Publisher: Society of Photo Optical
ISBN:
Size: 71.41 MB
Format: PDF, Mobi
Category : Technology & Engineering
Languages : en
Pages : 710
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Geoinformatics 2006

by Jianya Gong, Geoinformatics 2006 Books available in PDF, EPUB, Mobi Format. Download Geoinformatics 2006 books, Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.




Big Data

Big Data PDF
Author: Hassan A. Karimi
Publisher: CRC Press
ISBN: 1466586516
Size: 38.86 MB
Format: PDF, Docs
Category : Mathematics
Languages : en
Pages : 312
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Big Data

by Hassan A. Karimi, Big Data Books available in PDF, EPUB, Mobi Format. Download Big Data books, Big data has always been a major challenge in geoinformatics as geospatial data come in various types and formats, new geospatial data are acquired very fast, and geospatial databases are inherently very large. And while there have been advances in hardware and software for handling big data, they often fall short of handling geospatial big data efficiently and effectively. Big Data: Techniques and Technologies in Geoinformatics tackles these challenges head on, integrating coverage of techniques and technologies for storing, managing, and computing geospatial big data. Providing a perspective based on analysis of time, applications, and resources, this book familiarizes readers with geospatial applications that fall under the category of big data. It explores new trends in geospatial data collection, such as geo-crowdsourcing and advanced data collection technologies such as LiDAR point clouds. The book features a range of topics on big data techniques and technologies in geoinformatics including distributed computing, geospatial data analytics, social media, and volunteered geographic information. With chapters contributed by experts in geoinformatics and in domains such as computing and engineering, the book provides an understanding of the challenges and issues of big data in geoinformatics applications. The book is a single collection of current and emerging techniques, technologies, and tools that are needed to collect, analyze, manage, process, and visualize geospatial big data.