Information Fusion and Data Science – serie
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16 produkter
Information Quality in Information Fusion and Decision Making
Av Éloi Bossé, Galina L. Rogova
Inbunden, 2019
1779 kr
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This book presents a contemporary view of the role of information quality in information fusion and decision making, and provides a formal foundation and the implementation strategies required for dealing with insufficient information quality in building fusion systems for decision making. …
Data-Driven Prediction for Industrial Processes and Their Applications
Häftad, 2018
1405 kr
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This book presents modeling methods and algorithms for data-driven prediction and forecasting of practical industrial process by employing machine learning and statistics methodologies. Related case studies, especially on energy systems in the steel industry are also addressed and analyzed. The …
Non-Cooperative Target Tracking, Fusion and Control
Algorithms and Advances
Av Zhongliang Jing, Han Pan m. fl.
Häftad, 2019
1942 kr
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This book gives a concise and comprehensive overview of non-cooperative target tracking, fusion and control. Focusing on algorithms rather than theories for non-cooperative targets including air and space-borne targets, this work explores a number of advanced techniques, including Gaussian mixture …
Mobile Data Mining and Applications
Av Hao Jiang, Qimei Chen m. fl.
Inbunden, 2019
1405 kr
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This book focuses on mobile data and its applications in the wireless networks of the future. Several topics form the basis of discussion, from a mobile data mining platform for collecting mobile data, to mobile data processing, and mobile feature discovery. Usage of mobile data mining is addressed …
Possibility Theory for the Design of Information Fusion Systems
Inbunden, 2019
1727 kr
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This practical guidebook describes the basic concepts, the mathematical developments, and the engineering methodologies for exploiting possibility theory for the computer-based design of an information fusion system where the goal is decision support for industries in smart ICT (information and …
Possibility Theory for the Design of Information Fusion Systems
Häftad, 2020
1727 kr
Lägg i varukorg
This practical guidebook describes the basic concepts, the mathematical developments, and the engineering methodologies for exploiting possibility theory for the computer-based design of an information fusion system where the goal is decision support for industries in smart ICT (information and …
Data Analytics for Drilling Engineering
Theory, Algorithms, Experiments, Software
Av Qilong Xue
Inbunden, 2019
1835 kr
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This book presents the signal processing and data mining challenges encountered in drilling engineering, and describes the methods used to overcome them. In drilling engineering, many signal processing technologies are required to solve practical problems, such as downhole information transmission, …
Data Analytics for Drilling Engineering
Theory, Algorithms, Experiments, Software
Av Qilong Xue
Häftad, 2020
1835 kr
Lägg i varukorg
This book presents the signal processing and data mining challenges encountered in drilling engineering, and describes the methods used to overcome them. In drilling engineering, many signal processing technologies are required to solve practical problems, such as downhole information transmission, …
Feature Learning and Understanding
Algorithms and Applications
Av Haitao Zhao, Zhihui Lai m. fl.
Inbunden, 2020
1512 kr
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This book covers the essential concepts and strategies within traditional and cutting-edge feature learning methods thru both theoretical analysis and case studies. Good features give good models and it is usually not classifiers but features that determine the effectiveness of a model. In this …
Feature Learning and Understanding
Algorithms and Applications
Av Haitao Zhao, Zhihui Lai m. fl.
Häftad, 2021
1512 kr
Lägg i varukorg
This book covers the essential concepts and strategies within traditional and cutting-edge feature learning methods thru both theoretical analysis and case studies. Good features give good models and it is usually not classifiers but features that determine the effectiveness of a model. In this …
Relational Calculus for Actionable Knowledge
Inbunden, 2022
1082 kr
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This book focuses on one of the major challenges of the newly created scientific domain known as data science: turning data into actionable knowledge in order to exploit increasing data volumes and deal with their inherent complexity. Actionable knowledge has been qualitatively and intensively …
Relational Calculus for Actionable Knowledge
Häftad, 2023
706 kr
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This book focuses on one of the major challenges of the newly created scientific domain known as data science: turning data into actionable knowledge in order to exploit increasing data volumes and deal with their inherent complexity. Actionable knowledge has been qualitatively and intensively …
Non-Cooperative Target Tracking, Fusion and Control
Algorithms and Advances
Av Zhongliang Jing, Han Pan m. fl.
Inbunden, 2018
1942 kr
Lägg i varukorg
This book gives a concise and comprehensive overview of non-cooperative target tracking, fusion and control. Focusing on algorithms rather than theories for non-cooperative targets including air and space-borne targets, this work explores a number of advanced techniques, including Gaussian mixture …
Data-Driven Prediction for Industrial Processes and Their Applications
Inbunden, 2018
1405 kr
Lägg i varukorg
This book presents modeling methods and algorithms for data-driven prediction and forecasting of practical industrial process by employing machine learning and statistics methodologies. Related case studies, especially on energy systems in the steel industry are also addressed and analyzed. The …
Predictive Maintenance in Smart Factories
Architectures, Methodologies, and Use-cases
Av Tania Cerquitelli, Nikolaos Nikolakis m. fl.
Inbunden, 2021
1082 kr
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This book presents the outcome of the European project "SERENA", involving fourteen partners as international academics, technological companies, and industrial factories, addressing the design and development of a plug-n-play end-to-end cloud architecture, and enabling predictive maintenance of …
Predictive Maintenance in Smart Factories
Architectures, Methodologies, and Use-cases
Av Tania Cerquitelli, Nikolaos Nikolakis m. fl.
Häftad, 2022
760 kr
Lägg i varukorg
This book presents the outcome of the European project "SERENA", involving fourteen partners as international academics, technological companies, and industrial factories, addressing the design and development of a plug-n-play end-to-end cloud architecture, and enabling predictive maintenance of …
