2015 2nd Ieee International Conference On Spatial Data Mining And Geographical Knowledge Services Icsdm
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2015 2nd Ieee International Conference On Spatial Data Mining And Geographical Knowledge Services Icsdm
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Author : IEEE Staff
language : en
Publisher:
Release Date : 2015-07-08
2015 2nd Ieee International Conference On Spatial Data Mining And Geographical Knowledge Services Icsdm written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-08 with categories.
The conference will focus on, but not limit to, the following cutting edge topics 1 Geospatial data mining and knowledge discovery Geospatial or spatiotemporal data mining algorithms Spatiotemporal data reasoning Spatial statistics and data mining Visual spatial data mining Geographical stream and video mining Data cleaning & preprocessing methods Feature extraction, selection and dimension Reduction Extraction knowledge from Big Data Mining on volunteered geographic data Mining semi structured Data Anomaly & outlier detection Mining spatial data sets with constraints Mining with Data Clouds Mining Complex Datasets Mining on Emerging Architectures 2 Geographical process modeling and Decision Spatiotemporal analysis and modeling methods Spatial decision support systems Spatial data warehouse and spatial OLAP Modeling and analysis of digital elevation or topography Modeling uncertainty in geo spatial information Virtual modeling of large geographic areas Time series and non stationa
2015 2nd Ieee International Conference On Spatial Data Mining And Geographical Knowledge Services Icsdm 2015
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Author :
language : en
Publisher:
Release Date : 2015
2015 2nd Ieee International Conference On Spatial Data Mining And Geographical Knowledge Services Icsdm 2015 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
Data Mining
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Author : Yee Ling Boo
language : en
Publisher: Springer
Release Date : 2018-04-13
Data Mining written by Yee Ling Boo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-13 with Computers categories.
This book constitutes the refereed proceedings of the 15th Australasian Conference on Data Mining, AusDM 2017, held in Melbourne, VIC, Australia, in August 2017. The 17 revised full papers presented together with 11 research track papers and 6 application track papers were carefully reviewed and selected from 31 submissions. The papers are organized in topical sections on clustering and classification; big data; time series; outlier detection and applications; social media and applications.
Handbook Of Research On Advances In Data Analytics And Complex Communication Networks
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Author : P. Venkata Krishna
language : en
Publisher: IGI Global
Release Date : 2021
Handbook Of Research On Advances In Data Analytics And Complex Communication Networks written by P. Venkata Krishna and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Computers categories.
"This edited book discusses data analytics and complex communication networks and recommends new methodologies, system architectures, and other solutions to prevail over the current limitations faced by the field"--
Big Data Computing For Geospatial Applications
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Author : Zhenlong Li
language : en
Publisher: MDPI
Release Date : 2020-11-23
Big Data Computing For Geospatial Applications written by Zhenlong Li and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-23 with Science categories.
The convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing approaches, spatial methods, and data management strategies to tackle geospatial big data challenges and meanwhile demonstrates opportunities for using big data for geospatial applications. Crucial to the advancements highlighted in this book is the integration of computational thinking and spatial thinking and the transformation of abstract ideas and models to concrete data structures and algorithms.
New Frontiers In High Performance Computing And Big Data
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Author : G. Fox
language : en
Publisher: IOS Press
Release Date : 2017-11-14
New Frontiers In High Performance Computing And Big Data written by G. Fox and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-14 with Computers categories.
For the last four decades, parallel computing platforms have increasingly formed the basis for the development of high performance systems primarily aimed at the solution of intensive computing problems, and the application of parallel computing systems has also become a major factor in furthering scientific research. But such systems also offer the possibility of solving the problems encountered in the processing of large-scale scientific data sets, as well as in the analysis of Big Data in the fields of medicine, social media, marketing, economics etc. This book presents papers from the International Research Workshop on Advanced High Performance Computing Systems, held in Cetraro, Italy, in July 2016. The workshop covered a wide range of topics and new developments related to the solution of intensive and large-scale computing problems, and the contributions included in this volume cover aspects of the evolution of parallel platforms and highlight some of the problems encountered with the development of ever more powerful computing systems. The importance of future large-scale data science applications is also discussed. The book will be of particular interest to all those involved in the development or application of parallel computing systems.
Web And Wireless Geographical Information Systems
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Author : Miguel R. Luaces
language : en
Publisher: Springer
Release Date : 2018-05-14
Web And Wireless Geographical Information Systems written by Miguel R. Luaces and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-14 with Computers categories.
This book constitutes the refereed proceedings of the 16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018, held in A Coruña, Spain, in May 2018. The 15 full papers included in the volume were carefully reviewed and selected from 20 submissions. They deal with theoretical, technical, and practical issues in the field of wireless and Internet technologies suited for the dissemination, usage, and processing of geo-referenced data.
Recent Advancements In Multi View Data Analytics
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Author : Witold Pedrycz
language : en
Publisher: Springer Nature
Release Date : 2022-05-20
Recent Advancements In Multi View Data Analytics written by Witold Pedrycz and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-20 with Computers categories.
This book provides timely studies on multi-view facets of data analytics by covering recent trends in processing and reasoning about data originating from an array of local sources. A multi-view nature of data analytics is encountered when working with a variety of real-world scenarios including clustering, consensus building in decision processes, computer vision, knowledge representation, big data, data streaming, among others. The chapters demonstrate recent pursuits in the methodology, theory, advanced algorithms, and applications of multi-view data analytics and bring new perspectives of data interpretation. The timely book will appeal to a broad readership including both researchers and practitioners interested in gaining exposure to the rapidly growing trend of multi-view data analytics and intelligent systems.
Data Analysis In The Cloud
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Author : Domenico Talia
language : en
Publisher: Elsevier
Release Date : 2015-09-15
Data Analysis In The Cloud written by Domenico Talia and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-15 with Computers categories.
Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery techniques together with cloud computing concepts, models, and systems. Specific sections focus on map-reduce and NoSQL models. The book also includes techniques for conducting high-performance distributed analysis of large data on clouds. Finally, the book examines research trends such as Big Data pervasive computing, data-intensive exascale computing, and massive social network analysis. Introduces data analysis techniques and cloud computing concepts Describes cloud-based models and systems for Big Data analytics Provides examples of the state-of-the-art in cloud data analysis Explains how to develop large-scale data mining applications on clouds Outlines the main research trends in the area of scalable Big Data analysis
Statistical Modeling In Biomedical Research
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Author : Yichuan Zhao
language : en
Publisher: Springer Nature
Release Date : 2020-03-19
Statistical Modeling In Biomedical Research written by Yichuan Zhao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-19 with Medical categories.
This edited collection discusses the emerging topics in statistical modeling for biomedical research. Leading experts in the frontiers of biostatistics and biomedical research discuss the statistical procedures, useful methods, and their novel applications in biostatistics research. Interdisciplinary in scope, the volume as a whole reflects the latest advances in statistical modeling in biomedical research, identifies impactful new directions, and seeks to drive the field forward. It also fosters the interaction of scholars in the arena, offering great opportunities to stimulate further collaborations. This book will appeal to industry data scientists and statisticians, researchers, and graduate students in biostatistics and biomedical science. It covers topics in: Next generation sequence data analysis Deep learning, precision medicine, and their applications Large scale data analysis and its applications Biomedical research and modeling Survival analysis with complex data structure and its applications.