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Author: Yu Zheng
Publisher: MIT Press
ISBN: 0262039087
Category : Computers
Languages : en
Pages : 633
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Book Description
An authoritative treatment of urban computing, offering an overview of the field, fundamental techniques, advanced models, and novel applications. Urban computing brings powerful computational techniques to bear on such urban challenges as pollution, energy consumption, and traffic congestion. Using today's large-scale computing infrastructure and data gathered from sensing technologies, urban computing combines computer science with urban planning, transportation, environmental science, sociology, and other areas of urban studies, tackling specific problems with concrete methodologies in a data-centric computing framework. This authoritative treatment of urban computing offers an overview of the field, fundamental techniques, advanced models, and novel applications. Each chapter acts as a tutorial that introduces readers to an important aspect of urban computing, with references to relevant research. The book outlines key concepts, sources of data, and typical applications; describes four paradigms of urban sensing in sensor-centric and human-centric categories; introduces data management for spatial and spatio-temporal data, from basic indexing and retrieval algorithms to cloud computing platforms; and covers beginning and advanced topics in mining knowledge from urban big data, beginning with fundamental data mining algorithms and progressing to advanced machine learning techniques. Urban Computing provides students, researchers, and application developers with an essential handbook to an evolving interdisciplinary field.
Author: Yu Zheng
Publisher: MIT Press
ISBN: 0262039087
Category : Computers
Languages : en
Pages : 633
Get Book Here
Book Description
An authoritative treatment of urban computing, offering an overview of the field, fundamental techniques, advanced models, and novel applications. Urban computing brings powerful computational techniques to bear on such urban challenges as pollution, energy consumption, and traffic congestion. Using today's large-scale computing infrastructure and data gathered from sensing technologies, urban computing combines computer science with urban planning, transportation, environmental science, sociology, and other areas of urban studies, tackling specific problems with concrete methodologies in a data-centric computing framework. This authoritative treatment of urban computing offers an overview of the field, fundamental techniques, advanced models, and novel applications. Each chapter acts as a tutorial that introduces readers to an important aspect of urban computing, with references to relevant research. The book outlines key concepts, sources of data, and typical applications; describes four paradigms of urban sensing in sensor-centric and human-centric categories; introduces data management for spatial and spatio-temporal data, from basic indexing and retrieval algorithms to cloud computing platforms; and covers beginning and advanced topics in mining knowledge from urban big data, beginning with fundamental data mining algorithms and progressing to advanced machine learning techniques. Urban Computing provides students, researchers, and application developers with an essential handbook to an evolving interdisciplinary field.
Author: Shannon Mattern
Publisher: Princeton University Press
ISBN: 069122675X
Category : Architecture
Languages : en
Pages : 200
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Book Description
A bold reassessment of "smart cities" that reveals what is lost when we conceive of our urban spaces as computers Computational models of urbanism—smart cities that use data-driven planning and algorithmic administration—promise to deliver new urban efficiencies and conveniences. Yet these models limit our understanding of what we can know about a city. A City Is Not a Computer reveals how cities encompass myriad forms of local and indigenous intelligences and knowledge institutions, arguing that these resources are a vital supplement and corrective to increasingly prevalent algorithmic models. Shannon Mattern begins by examining the ethical and ontological implications of urban technologies and computational models, discussing how they shape and in many cases profoundly limit our engagement with cities. She looks at the methods and underlying assumptions of data-driven urbanism, and demonstrates how the "city-as-computer" metaphor, which undergirds much of today's urban policy and design, reduces place-based knowledge to information processing. Mattern then imagines how we might sustain institutions and infrastructures that constitute more diverse, open, inclusive urban forms. She shows how the public library functions as a steward of urban intelligence, and describes the scales of upkeep needed to sustain a city's many moving parts, from spinning hard drives to bridge repairs. Incorporating insights from urban studies, data science, and media and information studies, A City Is Not a Computer offers a visionary new approach to urban planning and design.
Author: Anandakumar Haldorai
Publisher: Springer Nature
ISBN: 3030260135
Category : Computers
Languages : en
Pages : 241
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Book Description
This book presents the most recent challenges and developments in sustainable computing systems with the objective of promoting awareness and best practices for the real world. It aims to present new directions for further research and technology improvements in this important area.
Author: Professor Haoying Han
Publisher: Ashgate Publishing, Ltd.
ISBN: 1409474593
Category : Political Science
Languages : en
Pages : 430
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Book Description
In recent years, there has been a new understanding of how cities evolve and function, which reflects the emergent paradigm of complexity. The crux of this view is that cities are created by differentiated actors involved in individual, small-scale projects interacting in a complex way in the urban development process. This 'bottom up' approach to urban modeling not only transforms our understanding of cities, but also improves our capabilities of harnessing the urban development process. For example, we used to think that plans control urban development in an aggregate, holistic way, but what actually happens is that plans only affect differentiated actors in seeking their goals through information. In other words, plans and regulations set restrictions or incentives of individual behaviour in the urban development process through imposing rights, information, and prices, and the analysis of the effects of plans and regulations must take into account the complex urban dynamics at a disaggregate level of the urban development process. Computer simulations provide a rigorous, promising analytic tool that serves as a supplement to the traditional, mathematical approach to depicting complex urban dynamics. Based on the emergent paradigm of complexity, the book provides an innovative set of arguments about how we can gain a better understanding of how cities emerge and function through computer simulations, and how plans affect the evolution of complex urban systems in a way distinct from what we used to think they should. Empirical case studies focus on the development of a compact urban hierarchy in Taiwan, China, and the USA, but derive more generalizable principles and relationships among cities, complexity, and planning.
Author: G. David Garson
Publisher: IGI Global
ISBN: 9781878289520
Category : Computers
Languages : en
Pages : 318
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Book Description
"Information Technology and Computer Applications in Public Administration: Issues and Trends constitutes a survey of many of the most important dimensions of managing information technology in the public sector. In Part I, chapters address general policy and administrative issues. The chapters of Part II represent applied information technology skills needed by public managers"--Provided by publisher.
Author:
Publisher: Academic Press
ISBN: 0080566529
Category : Computers
Languages : en
Pages : 297
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Book Description
Advances in Computers
Author: United States. Department of Housing and Urban Development. Library
Publisher:
ISBN:
Category : City planning
Languages : en
Pages : 720
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Book Description
Author: Aboul-Ella Hassanien
Publisher: Springer Nature
ISBN: 3030442896
Category : Technology & Engineering
Languages : en
Pages : 880
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Book Description
This book presents the proceedings of the 1st International Conference on Artificial Intelligence and Computer Visions (AICV 2020), which took place in Cairo, Egypt, from April 8 to 10, 2020. This international conference, which highlighted essential research and developments in the fields of artificial intelligence and computer visions, was organized by the Scientific Research Group in Egypt (SRGE). The book is divided into sections, covering the following topics: swarm-based optimization mining and data analysis, deep learning and applications, machine learning and applications, image processing and computer vision, intelligent systems and applications, and intelligent networks.
Author: Jennifer S. Light
Publisher: JHU Press
ISBN: 0801881463
Category : Political Science
Languages : en
Pages : 300
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Book Description
This study of Cold War era urban planning explores how defense technology was employed to reshape America’s cities. During the early decades of the Cold War, large-scale investments in American defense and aerospace research and development spawned a variety of problem-solving techniques, technologies, and institutions. From systems analysis to reconnaissance satellites to think tanks, these innovations soon found civilian applications in both the private and public sector. City planning and management were no exception. Jennifer Light argues that the technologies and values of the Cold War fundamentally shaped the history of postwar urban America. From Warfare to Welfare documents how American intellectuals, city leaders, and the federal government chose to attack problems in the nation’s cities by borrowing techniques and technologies first designed for military engagement with foreign enemies. Experiments in urban problem solving adapted the expertise of defense professionals to face new threats: urban chaos, blight, and social unrest. Tracing the transfer of innovations from military to city planning and management, Light reveals how a continuing source of inspiration for American city administrators lay in the nation’s preparations for war.
Author: United States. Congress. Senate. Committee on Appropriations. Subcommittee on HUD-Independent Agencies
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 708
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Book Description
