Clustering And Outlier Detection For Trajectory Stream Data

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Clustering And Outlier Detection For Trajectory Stream Data
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Author : Jiali Mao
language : en
Publisher:
Release Date : 2020
Clustering And Outlier Detection For Trajectory Stream Data written by Jiali Mao and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Database management categories.
"As mobile devices continue becoming a larger part of our lives, the development of location acquisition technologies to track moving objects have focused the minds of researchers on issues ranging from longitude and latitude coordinates, speed, direction, and timestamping, as part of parameters needed to calculate the positional information and locations of objects, in terms of time and position in the form of trajectory streams. Recently, recent advances have facilitated various urban applications such as smart transportation and mobile delivery services. Unlike other books on spatial databases, mobile computing, data mining, or computing with spatial trajectories, this book is focused on smart transportation applications. This book is a good reference for advanced undergraduates, graduate students, researchers, and system developers working on transportation systems"--
Clustering And Outlier Detection For Trajectory Stream Data
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Author : Jiali Mao
language : en
Publisher: World Scientific
Release Date : 2020-02-18
Clustering And Outlier Detection For Trajectory Stream Data written by Jiali Mao and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-18 with Computers categories.
As mobile devices continue becoming a larger part of our lives, the development of location acquisition technologies to track moving objects have focused the minds of researchers on issues ranging from longitude and latitude coordinates, speed, direction, and timestamping, as part of parameters needed to calculate the positional information and locations of objects, in terms of time and position in the form of trajectory streams. Recently, recent advances have facilitated various urban applications such as smart transportation and mobile delivery services.Unlike other books on spatial databases, mobile computing, data mining, or computing with spatial trajectories, this book is focused on smart transportation applications.This book is a good reference for advanced undergraduates, graduate students, researchers, and system developers working on transportation systems.
Clustering And Outlier Detection For Trajectory Stream Data
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Author : Cheqing Jin
language : en
Publisher: East China Normal University S
Release Date : 2020
Clustering And Outlier Detection For Trajectory Stream Data written by Cheqing Jin and has been published by East China Normal University S this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Database management categories.
As mobile devices continue becoming a larger part of our lives, the development of location acquisition technologies to track moving objects have focused the minds of researchers on issues ranging from longitude and latitude coordinates, speed, direction, and timestamping, as part of parameters needed to calculate the positional information and locations of objects, in terms of time and position in the form of trajectory streams. Recently, recent advances have facilitated various urban applications such as smart transportation and mobile delivery services.Unlike other books on spatial databases, mobile computing, data mining, or computing with spatial trajectories, this book is focused on smart transportation applications.This book is a good reference for advanced undergraduates, graduate students, researchers, and system developers working on transportation systems.
Emerging Trends Techniques And Applications In Geospatial Data Science
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Author : Gaur, Loveleen
language : en
Publisher: IGI Global
Release Date : 2023-04-24
Emerging Trends Techniques And Applications In Geospatial Data Science written by Gaur, Loveleen and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-24 with Technology & Engineering categories.
With the emergence of smart technology and automated systems in today’s world, big data is being incorporated into many applications. Trends in data can be detected and objects can be tracked based on the real-time data that is utilized in everyday life. These connected sensor devices and objects will provide a large amount of data that is to be analyzed quickly, as it can accelerate the transformation of smart technology. The accuracy of prediction of artificial intelligence (AI) systems is drastically increasing by using machine learning and other probability and statistical approaches. Big data and geospatial data help to solve complex issues and play a vital role in future applications. Emerging Trends, Techniques, and Applications in Geospatial Data Science provides an overview of the basic concepts of data science, related tools and technologies, and algorithms for managing the relevant challenges in real-time application domains. The book covers a detailed description for readers with practical ideas using AI, the internet of things (IoT), and machine learning to deal with the analysis, modeling, and predictions from big data. Covering topics such as field spectra, high-resolution sensing imagery, and spatiotemporal data engineering, this premier reference source is an excellent resource for data scientists, computer and IT professionals, managers, mathematicians and statisticians, health professionals, technology developers, students and educators of higher education, librarians, researchers, and academicians.
Probabilistic Approaches For Social Media Analysis Data Community And Influence
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Author : Kun Yue
language : en
Publisher: World Scientific
Release Date : 2020-02-24
Probabilistic Approaches For Social Media Analysis Data Community And Influence written by Kun Yue and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-24 with Computers categories.
This unique compendium focuses on the acquisition and analysis of social media data. The approaches concern both the data-intensive characteristics and graphical structures of social media. The book addresses the critical problems in social media analysis, which representatively cover its lifecycle.The must-have volume is an excellent reference text for professionals, researchers, academics and graduate students in AI and databases.
School Mathematics Textbooks In China Comparative Studies And Beyond
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Author : Jianpan Wang
language : en
Publisher: World Scientific
Release Date : 2021-01-28
School Mathematics Textbooks In China Comparative Studies And Beyond written by Jianpan Wang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-28 with Mathematics categories.
Our collected work contains mathematics education research papers. Comparative studies of school textbooks cover content selection, compilation style, representation method, design of examples and exercises, mathematics investigation, the use of information technology, and composite difficulty level, to name a few. Other papers included are about representation of basic mathematical thought in school textbooks, a study on the compilation features of elementary school textbooks, and a survey of the effect of using new elementary school textbooks.
Geography Of Technology Transfer In China A Glocal Network Approach
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Author : Chengliang Liu
language : en
Publisher: World Scientific
Release Date : 2023-12-06
Geography Of Technology Transfer In China A Glocal Network Approach written by Chengliang Liu and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-06 with Business & Economics categories.
The majority of technology transfer studies done today are derived from Economics and Management Sciences, and there are relatively few studies that examine the geographical concerns of technology transfer from a glocal perspective. Geography of Technology Transfer in China fills the gap by aiming to discover the geographical character of technology transfer and its determinants from the interaction in both global and local scales, which involves the study of innovation geography, economic geography, urban economics, and regional economics.The chapters included in this book present a clear structure of a series of studies performed both theoretically and empirically. The research begins by constructing an analytic framework for urban technology transfer study and abstracts the study target from technological innovation subjects to cities, along with establishing the structure system, the dimension system, and the effect system of urban technology transfer research. This then develops an initial conceptual framework for urban technology transfer research. In addition, it analyses the hierarchy of China's urban technology innovation system and the segmentation of the technology transfer market, from the perspective of technology transfer. All in all, the book aspires to depict the spatial evolution of China's technological innovation system and technology transfer system from a city size perspective, thereby realising the spatial scale of technology transfer study.
Achieving Greater Educational Impact Through Data Intelligence Practice Challenges And Expectations Of Education
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Author : Bian Wu
language : en
Publisher: World Scientific
Release Date : 2021-11-24
Achieving Greater Educational Impact Through Data Intelligence Practice Challenges And Expectations Of Education written by Bian Wu and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-24 with Education categories.
What is data intelligence? How can data intelligence influence education system systematically? The paradigm shift of scientific research implies a coming age of data-driven educational research and practice. This book presents research and practice of data intelligence in education from three levels: (i) educational governance, (ii) teaching practice, and (iii) student learning. Each chapter gives an analysis of fundamental knowledge, key themes, the state-of-the-art technologies and education application cases. This interdisciplinary book is essential reading for anyone interested in applying big data technology in education and for different stakeholders including education administrators, teachers, students, and researchers to broaden their minds to wisely use educational data to solve complex problems in the education field.
Proceedings Of Fifth International Conference On Computer And Communication Technologies
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Author : B. Rama Devi
language : en
Publisher: Springer Nature
Release Date : 2024-02-29
Proceedings Of Fifth International Conference On Computer And Communication Technologies written by B. Rama Devi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Computers categories.
This book is a compilation of high-quality scientific papers presented at the 5th International Conference on Computer & Communication Technologies (IC3T 2023). The book covers cutting-edge technologies and applications of soft computing, artificial intelligence and communication. In addition, a variety of further topics are discussed, which include data mining, machine intelligence, fuzzy computing, sensor networks, signal and image processing, human–computer interaction, and web intelligence.
Load Balance For Distributed Real Time Computing Systems
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Author : Junhua Fang
language : en
Publisher: World Scientific
Release Date : 2020-05-19
Load Balance For Distributed Real Time Computing Systems written by Junhua Fang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-19 with Computers categories.
This illustrative compendium analyzes the load balancing problem in distributed stream processing systems and explores a set of high-performance real-time processing scheme based on key-based balancing strategy, join-matrix model and fault tolerance mechanisms.The volume succinctly provides the theoretical support for the proposed techniques. Through a rich set of experiments and comparisons with the other state-of-the-art techniques using both standard benchmarks and real data sets, the book comprehensively verifies the correctness and effectiveness of the proposed methods.This unique title is an excellent reference text for researchers in the fields of distributed stream processing, parallel system, cloud computing, etc.