Spatiotemporal data analytics modeling (29 résultats)
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Spatiotemporal Data Analytics and Modeling : Techniques and Applications
A, John (EDT); Abimannan, Satheesh (EDT); El-alfy, El-sayed M. (EDT); Chang, Yue-shan (EDT)
Langue : anglais
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Spatiotemporal Data Analytics and Modeling : Techniques and Applications
A, John (EDT); Abimannan, Satheesh (EDT); El-alfy, El-sayed M. (EDT); Chang, Yue-shan (EDT)
Langue : anglais
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Spatiotemporal Data Analytics and Modeling : Techniques and Applications
A, John (EDT); Abimannan, Satheesh (EDT); El-alfy, El-sayed M. (EDT); Chang, Yue-shan (EDT)
Langue : anglais
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Spatiotemporal Data Analytics and Modeling : Techniques and Applications
A, John (EDT); Abimannan, Satheesh (EDT); El-alfy, El-sayed M. (EDT); Chang, Yue-shan (EDT)
Langue : anglais
Edité par Springer, 2024
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Taschenbuch. Etat : Neu. Spatiotemporal Data Analytics and Modeling | Techniques and Applications | John A (u. a.) | Taschenbuch | Big Data Management | xii | Englisch | 2025 | Springer | EAN 9789819996537 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]spri…nger[dot]com | Anbieter: preigu.
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with artificial intelli…gence and machine learning and internet of things, latent relations, and new insights can be captured helping in optimizing plans and resource utilization, improving infrastructure, and enhancing quality of services.A 'spatial data management system' is a way to take care of data that has something to do with space. This could include data such as maps, satellite images, and GPS data. A temporal data management system is a system designed to manage data that has a temporal component. This could include data such as weather data, financial data, and social media data. Some advanced techniques used in spatial and temporal data management systems include geospatial indexing for efficient querying and retrieval of location-based data, time-series analysis for understanding and predicting temporal patterns in datasets like weather or financial trends, machine learning algorithms for uncovering hidden patterns and correlations in large and complex datasets, and integration with Internet of Things (IoT) technologies for real-time data collection and analysis. These techniques, augmented with artificial intelligence, enable the extraction of latent relations and insights, thereby optimizing plans, improving infrastructure, and enhancing the quality of services. This book provides essential technical knowledge, best practices, and case studies on the state-of-the-art techniques of artificial intelligence and machine learning for spatiotemporal data analysis and modeling. The book is composed of several chapters written by experts in their fields and focusing on several applications including recommendation systems, big data analytics, supply chains and e-commerce, energy consumption and demand forecasting,and traffic and environmental monitoring. It can be used as academic reference at graduate level or by professionals in science and engineering related fields such as data science and engineering, big data analytics and mining, artificial intelligence, machine learning and deep learning, cloud computing, and internet of things.
Langue : anglais
Edité par Springer, Springer, 2024
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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with artificial intelligence a…nd machine learning and internet of things, latent relations, and new insights can be captured helping in optimizing plans and resource utilization, improving infrastructure, and enhancing quality of services.A 'spatial data management system' is a way to take care of data that has something to do with space. This could include data such as maps, satellite images, and GPS data. A temporal data management system is a system designed to manage data that has a temporal component. This could include data such as weather data, financial data, and social media data. Some advanced techniques used in spatial and temporal data management systems include geospatial indexing for efficient querying and retrieval of location-based data, time-series analysis for understanding and predicting temporal patterns in datasets like weather or financial trends, machine learning algorithms for uncovering hidden patterns and correlations in large and complex datasets, and integration with Internet of Things (IoT) technologies for real-time data collection and analysis. These techniques, augmented with artificial intelligence, enable the extraction of latent relations and insights, thereby optimizing plans, improving infrastructure, and enhancing the quality of services. This book provides essential technical knowledge, best practices, and case studies on the state-of-the-art techniques of artificial intelligence and machine learning for spatiotemporal data analysis and modeling. The book is composed of several chapters written by experts in their fields and focusing on several applications including recommendation systems, big data analytics, supply chains and e-commerce, energy consumption and demand forecasting,and traffic and environmental monitoring. It can be used as academic reference at graduate level or by professionals in science and engineering related fields such as data science and engineering, big data analytics and mining, artificial intelligence, machine learning and deep learning, cloud computing, and internet of things.
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Hardcover. Etat : new. Hardcover. This reprint highlights how advanced analytical techniques and modeling frameworks contribute to understanding, managing, and optimizing land-use systems under complex socio-environmental dynamics. The key themes include the analysis of urban growth boundaries, ecological quality assessment, tra…nsportation land demand forecasting, and urban suitability evaluation. Case studies from diverse contexts showcase the application of cutting-edge tools like GIS-based multi-criteria evaluation, remote sensing indices, and machine learning models. The articles provide insights into methodologies such as the Total Operating Characteristic for assessing land-use change; remote-sensing-driven ecological indices for monitoring environmental quality; and urban suitability analysis using Random Forest, Extreme Gradient Boosting, and Support Vector Machines. This reprint also features research on the spatial and temporal dynamics of ecological and urban systems. Its contributions examine the driving forces behind changes in land-use patterns, offering evidence-based recommendations for sustainable land planning and policy formation. Topics include the impact of urbanization on ecological quality, methods for optimizing land allocation in transportation systems, and strategies for enhancing resilience in environmentally sensitive areas. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
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Buch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This reprint highlights how advanced analytical techniques and modeling frameworks contribute to understanding, managing, and optimizing land-use systems under complex socio-environmental dynamics. The key themes include the analysis of urban growt…h boundaries, ecological quality assessment, transportation land demand forecasting, and urban suitability evaluation. Case studies from diverse contexts showcase the application of cutting-edge tools like GIS-based multi-criteria evaluation, remote sensing indices, and machine learning models. The articles provide insights into methodologies such as the Total Operating Characteristic for assessing land-use change; remote-sensing-driven ecological indices for monitoring environmental quality; and urban suitability analysis using Random Forest, Extreme Gradient Boosting, and Support Vector Machines. This reprint also features research on the spatial and temporal dynamics of ecological and urban systems. Its contributions examine the driving forces behind changes in land-use patterns, offering evidence-based recommendations for sustainable land planning and policy formation. Topics include the impact of urbanization on ecological quality, methods for optimizing land allocation in transportation systems, and strategies for enhancing resilience in environmentally sensitive areas.
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Buch. Etat : Neu. Spatiotemporal Data Analytics and Modeling of Land Systems | Shaping Sustainable Landscape | Buch | Englisch | 2025 | MDPI AG | EAN 9783725848294 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides essential theory and practice for real-world scenarios of spatiotemporal data management and modelling Presents the state-of-the-art techniques to leverage AI and ML for spatiotemporal data analyticsIncludes rich… real-world practic.
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Edité par Springer, Springer Apr 2024, 2024
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with artificia…l intelligence and machine learning and internet of things, latent relations, and new insights can be captured helping in optimizing plans and resource utilization, improving infrastructure, and enhancing quality of services.A 'spatial data management system' is a way to take care of data that has something to do with space. This could include data such as maps, satellite images, and GPS data. A temporal data management system is a system designed to manage data that has a temporal component. This could include data such as weather data, financial data, and social media data. Some advanced techniques used in spatial and temporal data management systems include geospatial indexing for efficient querying and retrieval of location-based data, time-series analysis for understanding and predicting temporal patterns in datasets like weather or financial trends, machine learning algorithms for uncovering hidden patterns and correlations in large and complex datasets, and integration with Internet of Things (IoT) technologies for real-time data collection and analysis. These techniques, augmented with artificial intelligence, enable the extraction of latent relations and insights, thereby optimizing plans, improving infrastructure, and enhancing the quality of services. This book provides essential technical knowledge, best practices, and case studies on the state-of-the-art techniques of artificial intelligence and machine learning for spatiotemporal data analysis and modeling. The book is composed of several chapters written by experts in their fields and focusing on several applications including recommendation systems, big data analytics, supply chains and e-commerce, energy consumption and demand forecasting,and traffic and environmental monitoring. It can be used as academic reference at graduate level or by professionals in science and engineering related fields such as data science and engineering, big data analytics and mining, artificial intelligence, machine learning and deep learning, cloud computing, and internet of things. 260 pp. Englisch.
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Edité par Springer, Springer Apr 2025, 2025
Série : Big Data Management, Livre 8 sur 13. Livre 8 sur 13 - Big Data Management
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with ar…tificial intelligence and machine learning and internet of things, latent relations, and new insights can be captured helping in optimizing plans and resource utilization, improving infrastructure, and enhancing quality of services.A 'spatial data management system' is a way to take care of data that has something to do with space. This could include data such as maps, satellite images, and GPS data. A temporal data management system is a system designed to manage data that has a temporal component. This could include data such as weather data, financial data, and social media data. Some advanced techniques used in spatial and temporal data management systems include geospatial indexing for efficient querying and retrieval of location-based data, time-series analysis for understanding and predicting temporal patterns in datasets like weather or financial trends, machine learning algorithms for uncovering hidden patterns and correlations in large and complex datasets, and integration with Internet of Things (IoT) technologies for real-time data collection and analysis. These techniques, augmented with artificial intelligence, enable the extraction of latent relations and insights, thereby optimizing plans, improving infrastructure, and enhancing the quality of services. This book provides essential technical knowledge, best practices, and case studies on the state-of-the-art techniques of artificial intelligence and machine learning for spatiotemporal data analysis and modeling. The book is composed of several chapters written by experts in their fields and focusing on several applications including recommendation systems, big data analytics, supply chains and e-commerce, energy consumption and demand forecasting,and traffic and environmental monitoring. It can be used as academic reference at graduate level or by professionals in science and engineering related fields such as data science and engineering, big data analytics and mining, artificial intelligence, machine learning and deep learning, cloud computing, and internet of things. 260 pp. Englisch.
Langue : anglais
Edité par Springer, Springer Apr 2025, 2025
Série : Big Data Management, Livre 8 sur 13. Livre 8 sur 13 - Big Data Management
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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with artifi…cial intelligence and machine learning and internet of things, latent relations, and new insights can be captured helping in optimizing plans and resource utilization, improving infrastructure, and enhancing quality of services.A 'spatial data management system' is a way to take care of data that has something to do with space. This could include data such as maps, satellite images, and GPS data. A temporal data management system is a system designed to manage data that has a temporal component. This could include data such as weather data, financial data, and social media data. Some advanced techniques used in spatial and temporal data management systems include geospatial indexing for efficient querying and retrieval of location-based data, time-series analysis for understanding and predicting temporal patterns in datasets like weather or financial trends, machine learning algorithms for uncovering hidden patterns and correlations in large and complex datasets, and integration with Internet of Things (IoT) technologies for real-time data collection and analysis. These techniques, augmented with artificial intelligence, enable the extraction of latent relations and insights, thereby optimizing plans, improving infrastructure, and enhancing the quality of services.This book provides essential technical knowledge, best practices, and case studies on the state-of-the-art techniques of artificial intelligence and machine learning for spatiotemporal data analysis and modeling. The book is composed of several chapters written by experts in their fields and focusing on several applications including recommendation systems, big data analytics, supply chains and e-commerce, energy consumption and demand forecasting,and traffic and environmental monitoring. It can be used as academic reference at graduate level or by professionals in science and engineering related fields such as data science and engineering, big data analytics and mining, artificial intelligence, machine learning and deep learning, cloud computing, and internet of things.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 260 pp. Englisch.
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Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with artificial in…telligence and machine learning and internet of things, latent relations, and new insights can be captured helping in optimizing plans and resource utilization, improving infrastructure, and enhancing quality of services.A 'spatial data management system' is a way to take care of data that has something to do with space. This could include data such as maps, satellite images, and GPS data. A temporal data management system is a system designed to manage data that has a temporal component. This could include data such as weather data, financial data, and social media data. Some advanced techniques used in spatial and temporal data management systems include geospatial indexing for efficient querying and retrieval of location-based data, time-series analysis for understanding and predicting temporal patterns in datasets like weather or financial trends, machine learning algorithms for uncovering hidden patterns and correlations in large and complex datasets, and integration with Internet of Things (IoT) technologies for real-time data collection and analysis. These techniques, augmented with artificial intelligence, enable the extraction of latent relations and insights, thereby optimizing plans, improving infrastructure, and enhancing the quality of services.This book provides essential technical knowledge, best practices, and case studies on the state-of-the-art techniques of artificial intelligence and machine learning for spatiotemporal data analysis and modeling. The book is composed of several chapters written by experts in their fields and focusing on several applications including recommendation systems, big data analytics, supply chains and e-commerce, energy consumption and demand forecasting,and traffic and environmental monitoring. It can be used as academic reference at graduate level or by professionals in science and engineering related fields such as data science and engineering, big data analytics and mining, artificial intelligence, machine learning and deep learning, cloud computing, and internet of things.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 260 pp. Englisch.
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