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Geospatial Data Science in Healthcare for Society 5.0, Garg


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Автор: Garg
Название:  Geospatial Data Science in Healthcare for Society 5.0
ISBN: 9789811694783
Издательство: Springer
Классификация:




ISBN-10: 9811694788
Обложка/Формат: Soft cover
Страницы: 318
Вес: 0.60 кг.
Дата издания: 26.03.2023
Серия: Disruptive Technologies and Digital Transformations for Society 5.0
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 73 illustrations, color; 43 illustrations, black and white; viii, 318 p. 116 illus., 73 illus. in color.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The book introduces a variety of latest techniques designed to represent, enhance, and empower multi-disciplinary approaches of geographic information system (GIS), artificial intelligence (AI), deep learning (DL), machine learning, and cloud computing research in healthcare. It provides a unique compendium of the current and emerging use of geospatial data for healthcare and reflects the diversity, complexity, and depth and breadth of this multi-disciplinary area. This book addresses various aspects of how smart healthcare devices can be used to detect and analyze diseases. Further, it describes various tools and techniques to evaluate the efficacy, suitability, and efficiency of geospatial data for health-related applications. It features illustrative case studies, including future applications and healthcare challenges. This book is beneficial for computer science and engineering students and researchers, medical professionals, and anyone interested in using geospatial data in healthcare. It is also intended for experts, offering them a valuable retrospective and a global vision for the future, as well as for non-experts who are curious to learn about this important subject. The book presents an effort to draw how we can build health-related applications using geospatial big data and their subsequent analysis.
Дополнительное описание: Potential of Geospatial Data in Healthcare for Society 5.0.- Geospatial Health Data Analytics for Society 5.0.- Relevance of spatio-temporal data visualisation techniques in healthcare system.- GIS and Remote Sensing for public health.- Infectious disease


Building feature extraction with machine learning :

Автор: Aithal, Bharath H.,
Название: Building feature extraction with machine learning :
ISBN: 1032255331 ISBN-13(EAN): 9781032255330
Издательство: Taylor&Francis
Рейтинг:
Цена: 83690.00 T
Наличие на складе: Нет в наличии.
Описание: This book focuses on feature extraction methods for optical geospatial data using Machine Learning (ML). It is a practical guide for professionals and graduate students starting a career in information extraction. It explains spatial feature extraction in an easy-to-understand way and includes real case studies.

Geospatial Data Analytics and Urban Applications

Автор: Kundu Sandeep Narayan
Название: Geospatial Data Analytics and Urban Applications
ISBN: 9811676488 ISBN-13(EAN): 9789811676482
Издательство: Springer
Рейтинг:
Цена: 60550.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book highlights advanced applications of geospatial data analytics to address real-world issues in urban society. Each chapter is contributed by spatially aware data scientists in the making who present spatial perspectives drawn on spatial big data.

Advances in Scalable and Intelligent Geospatial Analytics

Автор: Durbha, Surya S
Название: Advances in Scalable and Intelligent Geospatial Analytics
ISBN: 1032200316 ISBN-13(EAN): 9781032200316
Издательство: Taylor&Francis
Рейтинг:
Цена: 137810.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: 1. Demonstrates the recent advances in geospatial analytics tools, technologies, and algorithms. 2.

Provides insight and direction to the geospatial community regarding the future trends in scalable and intelligent geospatial analytics. 3. Exhibits recent geospatial applications and demonstrates innovative ways to use big geospatial data to address various domain-specific, real-world problems.

4. Recognizes the analytical and computational challenges posed and opportunities provided by the increased volume, velocity, and veracity of geospatial data.


Case Studies in Geospatial Applications to Groundwater Resources

Автор: Pravat Shit, Gouri Bhunia and Partha Adhikary
Название: Case Studies in Geospatial Applications to Groundwater Resources
ISBN: 0323999638 ISBN-13(EAN): 9780323999632
Издательство: Elsevier Science
Рейтинг:
Цена: 142610.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Let`s Learn About the Forest is an interactive oversized board book that encourages little ones to use their imaginations and power of discovery to find the different animals and items in the forest God created. As they do, they will also learn interesting facts about the different animals and their habitats.

Geospatial Technology for Environmental Hazards: Modeling and Management in Asian Countries

Автор: Shit Pravat Kumar, Pourghasemi Hamid Reza, Bhunia
Название: Geospatial Technology for Environmental Hazards: Modeling and Management in Asian Countries
ISBN: 3030751961 ISBN-13(EAN): 9783030751968
Издательство: Springer
Рейтинг:
Цена: 149060.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book demonstrates the geospatial technology approach to data mining techniques, data analysis, modeling, risk assessment, visualization, and management strategies in different aspects of natural and social hazards.

Volunteered Geographic Information and the Future of Geospatial Data

Автор: Calazans Campelo Claudio Elizio, Bertolotto Michela, Corcoran Padraig
Название: Volunteered Geographic Information and the Future of Geospatial Data
ISBN: 1522524460 ISBN-13(EAN): 9781522524465
Издательство: Mare Nostrum (Eurospan)
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Цена: 199590.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Geographic data is a valuable source of information in modern society. By utilizing alternative sources of this data, the availability and potential applications of geographic information systems can be increased. Volunteered Geographic Information and the Future of Geospatial Data is a pivotal reference source for the latest scholarly research on information gathering from volunteers, as opposed to official agencies and private companies, to compile geospatial data. Highlighting a range of pertinent topics such as regional landscape mapping, road safety, and land usage, this book is ideally designed for researchers, academics, students, professionals, and practitioners interested in the growing area of volunteered geographic information.

Advances in Geospatial Data Science

Автор: Tapia-McClung
Название: Advances in Geospatial Data Science
ISBN: 3030980952 ISBN-13(EAN): 9783030980955
Издательство: Springer
Рейтинг:
Цена: 121110.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents a selection of manuscripts submitted to the 2nd International Conference on Geospatial Information Sciences 2021, a virtual conference held on November 3-5, 2021. These papers were selected by the Scientific Program Committee of the Conference after a rigorous peer-review process. They represent the vast scope of the interdisciplinary research areas that characterize the Geospatial Information Sciences that is done in the discipline. It especially represents a fabulous opportunity to showcase research carried out by young Mexican researchers and showcase it to the rest of the world and enhance the growth of the sciences in the country while, at the same time, enforces them to level up with other research at the international level.

Agent-Based Models and Complexity Science in the Age of Geospatial Big Data

Автор: Liliana Perez; Eun-Kyeong Kim; Raja Sengupta
Название: Agent-Based Models and Complexity Science in the Age of Geospatial Big Data
ISBN: 3319659928 ISBN-13(EAN): 9783319659923
Издательство: Springer
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Цена: 158380.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

1. Developing High Fidelity, Data Driven, Verified Agent Based Models of Coupled Socio-Ecological Systems of Alaska Fisheries.- 2. Leveraging Coupled Agent-Based Models to Explore the Resilience of Tightly-Coupled Land Use Systems.- 3. Deconstructing geospatial agent-based model: Sensitivity analysis of forest insect infestation model.- 4.An Agent-Based Model to Identify Migration Pathways of Refugees: the Case of Syria.- 5. Rule extraction for Agent Mobility from Animal "Big Data" Trends and Possibilities.- 6. Wealthy Hubs and Poor Chains: Constellations and Routing in the U.S. Urban Migration System.- 7. Uncovering geographic and structural characteristics of the interpersonal communication. network on Twitter: A complex networks perspective.



Geospatial Data Analytics and Urban Applications

Автор: Kundu
Название: Geospatial Data Analytics and Urban Applications
ISBN: 9811676518 ISBN-13(EAN): 9789811676512
Издательство: Springer
Рейтинг:
Цена: 60550.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book highlights advanced applications of geospatial data analytics to address real-world issues in urban society. With a connected world, we are generating spatial at unprecedented rates which can be harnessed for insightful analytics which define the way we analyze past events and define the future directions. This book is an anthology of applications of spatial data and analytics performed on them for gaining insights which can be used for problem solving in an urban setting. Each chapter is contributed by spatially aware data scientists in the making who present spatial perspectives drawn on spatial big data. The book shall benefit mature researchers and student alike to discourse a variety of urban applications which display the use of machine learning algorithms on spatial big data for real-world problem solving.

Geospatial Data Science Techniques and Applications

Автор: Karimi, Hassan A.
Название: Geospatial Data Science Techniques and Applications
ISBN: 0367572818 ISBN-13(EAN): 9780367572815
Издательство: Taylor&Francis
Рейтинг:
Цена: 50010.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.

Digital Mapping of Soil Landscape Parameters

Автор: Pradeep Kumar Garg
Название: Digital Mapping of Soil Landscape Parameters
ISBN: 9811532370 ISBN-13(EAN): 9789811532375
Издательство: Springer
Рейтинг:
Цена: 130430.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Chapter 1. Concept of Digital Mapping.- Chapter 2. Different Approaches on Digital Mapping of Soil.- Chapter 3. Selection of Suitable Variables and Their Development.- Chapter 4. Digital Soil Mapping: Implementation and Assessment.- Chapter 5. Prediction Modelsfor Crop Mapping.- Chapter 6. Spatial Soil Moisture Prediction Model over an Agricultural Land.

Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics

Автор: Nara Atsushi, Tsou Ming-Hsiang
Название: Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics
ISBN: 3030830098 ISBN-13(EAN): 9783030830090
Издательство: Springer
Рейтинг:
Цена: 130430.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Chapter 1: Introduction: Dr. Atsushi Nara & Dr. Ming-Hsiang Tsou

Chapter 2: Theoretical Perspectives: Dr. Brian Spitzberg and/or Dr. Lourdes Martinez

Chapter 3: Techniques and Methodologies: Social Media Data and Big Data: Dr. Jiue-An Yang

Chapter 4: Techniques and Methodologies: Data Collection and Management: Dr. Xinyue Ye or Dr. Ming-Hsiang

Chapter 5: Techniques and Methodologies: Data Analytics I: Dr. Jae Hyun Lee or Fang Fang

Chapter 6: Techniques and Methodologies: Data Analytics II: Dr. Xuan Shi

Chapter 7: Applications: Disaster Management and Response: Dr. Jonathan Cinnamon or Dr. Xinyue Ye or Dr. Xuan Shi

Chapter 8: Applications: Public Health: Cancer Disparities: Dr. Caroline Thompson & Chanwoo Jin

Chapter 9: Applications: Public Health: Health Behaviour: Dr. Eric Shook or Dr. Bo Zhao or Dr. Atsushi Nara & Luo Nana

Chapter 10: Applications: Urban Geography: Smart Cities and Transportation: Dr. Andrew Crooks or Dr. Sahar Ghanipoor Machiani & Dr. Arash Jahangiri or Chanwoo Jin

Chapter 11: Applications: Urban Geography: Urban Dynamics and Gentrification: Dr. Tuuli Toivonen or Chen Xu or Dr. Atsushi Nara & Cheng-Chia Huang

Chapter 12: Applications: Political Debates: Dr. Monica Stephens or Dr. Kang Aetti or Dr. May Yuan & Jaehee Park

Chapter 13: Applications: Information Diffusion: Jaehee Park or Dr. Brian Spitzberg and/or Dr. Lourdes Martinez

Chapter 14: Future Visions: Dr. Shih-Lung Shaw or Dr. Atsushi Nara & Dr. Ming-Hsiang Tsou




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