Data Smart

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Publisher : John Wiley & Sons
ISBN 13 : 1118839862
Total Pages : 432 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Data Smart by : John W. Foreman

Download or read book Data Smart written by John W. Foreman and published by John Wiley & Sons. This book was released on 2013-10-31 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science gets thrown around in the press like it'smagic. Major retailers are predicting everything from when theircustomers are pregnant to when they want a new pair of ChuckTaylors. It's a brave new world where seemingly meaningless datacan be transformed into valuable insight to drive smart businessdecisions. But how does one exactly do data science? Do you have to hireone of these priests of the dark arts, the "data scientist," toextract this gold from your data? Nope. Data science is little more than using straight-forward steps toprocess raw data into actionable insight. And in DataSmart, author and data scientist John Foreman will show you howthat's done within the familiar environment of aspreadsheet. Why a spreadsheet? It's comfortable! You get to look at the dataevery step of the way, building confidence as you learn the tricksof the trade. Plus, spreadsheets are a vendor-neutral place tolearn data science without the hype. But don't let the Excel sheets fool you. This is a book forthose serious about learning the analytic techniques, the math andthe magic, behind big data. Each chapter will cover a different technique in aspreadsheet so you can follow along: Mathematical optimization, including non-linear programming andgenetic algorithms Clustering via k-means, spherical k-means, and graphmodularity Data mining in graphs, such as outlier detection Supervised AI through logistic regression, ensemble models, andbag-of-words models Forecasting, seasonal adjustments, and prediction intervalsthrough monte carlo simulation Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through eachtechnique. But never fear, the topics are readily applicable andthe author laces humor throughout. You'll even learnwhat a dead squirrel has to do with optimization modeling, whichyou no doubt are dying to know.

Data Smart

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 111866146X
Total Pages : 437 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Data Smart by : John W. Foreman

Download or read book Data Smart written by John W. Foreman and published by John Wiley & Sons. This book was released on 2013-11-12 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science gets thrown around in the press like it's magic. Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions. But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope. Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data. Each chapter will cover a different technique in a spreadsheet so you can follow along: Mathematical optimization, including non-linear programming and genetic algorithms Clustering via k-means, spherical k-means, and graph modularity Data mining in graphs, such as outlier detection Supervised AI through logistic regression, ensemble models, and bag-of-words models Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia

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Author :
Publisher : W. W. Norton & Company
ISBN 13 : 039324153X
Total Pages : 400 pages
Book Rating : 4.3/5 (932 download)

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Book Synopsis Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia by : Anthony M. Townsend

Download or read book Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia written by Anthony M. Townsend and published by W. W. Norton & Company. This book was released on 2013-10-07 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: An unflinching look at the aspiring city-builders of our smart, mobile, connected future. From Beijing to Boston, cities are deploying smart technology—sensors embedded in streets and subways, Wi-Fi broadcast airports and green spaces—to address the basic challenges faced by massive, interconnected metropolitan centers. In Smart Cities, Anthony M. Townsend documents this emerging futuristic landscape while considering the motivations, aspirations, and shortcomings of the key actors—entrepreneurs, mayors, philanthropists, and software developers—at work in shaping the new urban frontier.

Too Smart

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Publisher : MIT Press
ISBN 13 : 026253858X
Total Pages : 253 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Too Smart by : Jathan Sadowski

Download or read book Too Smart written by Jathan Sadowski and published by MIT Press. This book was released on 2020-03-24 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: Who benefits from smart technology? Whose interests are served when we trade our personal data for convenience and connectivity? Smart technology is everywhere: smart umbrellas that light up when rain is in the forecast; smart cars that relieve drivers of the drudgery of driving; smart toothbrushes that send your dental hygiene details to the cloud. Nothing is safe from smartification. In Too Smart, Jathan Sadowski looks at the proliferation of smart stuff in our lives and asks whether the tradeoff—exchanging our personal data for convenience and connectivity—is worth it. Who benefits from smart technology? Sadowski explains how data, once the purview of researchers and policy wonks, has become a form of capital. Smart technology, he argues, is driven by the dual imperatives of digital capitalism: extracting data from, and expanding control over, everything and everybody. He looks at three domains colonized by smart technologies' collection and control systems: the smart self, the smart home, and the smart city. The smart self involves more than self-tracking of steps walked and calories burned; it raises questions about what others do with our data and how they direct our behavior—whether or not we want them to. The smart home collects data about our habits that offer business a window into our domestic spaces. And the smart city, where these systems have space to grow, offers military-grade surveillance capabilities to local authorities. Technology gets smart from our data. We may enjoy the conveniences we get in return (the refrigerator says we're out of milk!), but, Sadowski argues, smart technology advances the interests of corporate technocratic power—and will continue to do so unless we demand oversight and ownership of our data.

Smart Data

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Author :
Publisher : CRC Press
ISBN 13 : 0429018037
Total Pages : 410 pages
Book Rating : 4.4/5 (29 download)

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Book Synopsis Smart Data by : Kuan-Ching Li

Download or read book Smart Data written by Kuan-Ching Li and published by CRC Press. This book was released on 2019-03-19 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Data: State-of-the-Art Perspectives in Computing and Applications explores smart data computing techniques to provide intelligent decision making and prediction services support for business, science, and engineering. It also examines the latest research trends in fields related to smart data computing and applications, including new computing theories, data mining and machine learning techniques. The book features contributions from leading experts and covers cutting-edge topics such as smart data and cloud computing, AI for networking, smart data deep learning, Big Data capture and representation, AI for Big Data applications, and more. Features Presents state-of-the-art research in big data and smart computing Provides a broad coverage of topics in data science and machine learning Combines computing methods with domain knowledge and a focus on applications in science, engineering, and business Covers data security and privacy, including AI techniques Includes contributions from leading researchers

Big Data and Smart Service Systems

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Publisher : Academic Press
ISBN 13 : 0128120401
Total Pages : 232 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Big Data and Smart Service Systems by : Xiwei Liu

Download or read book Big Data and Smart Service Systems written by Xiwei Liu and published by Academic Press. This book was released on 2016-11-23 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data and Smart Service Systems presents the theories and applications regarding Big Data and smart service systems, data acquisition, smart cities, business decision-making support, and smart service design. The rapid development of computer and Internet technologies has led the world to the era of Big Data. Big Data technologies are widely used, which has brought unprecedented impacts on traditional industries and lifestyle. More and more governments, business sectors, and institutions begin to realize data is becoming the most valuable asset and its analysis is becoming the core competitiveness. Describes the frontier of service science and motivates a discussion among readers on a multidisciplinary subject areas that explores the design of smart service Illustrates the concepts, framework, and application of big data and smart service systems Demonstrates the crucial role of smart service to promote the transformation of the regional and global economy

OECD Urban Studies Smart City Data Governance Challenges and the Way Forward

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Author :
Publisher : OECD Publishing
ISBN 13 : 9264962921
Total Pages : 185 pages
Book Rating : 4.2/5 (649 download)

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Book Synopsis OECD Urban Studies Smart City Data Governance Challenges and the Way Forward by : OECD

Download or read book OECD Urban Studies Smart City Data Governance Challenges and the Way Forward written by OECD and published by OECD Publishing. This book was released on 2023-10-13 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart cities leverage technologies, in particular digital, to generate a vast amount of real-time data to inform policy- and decision-making for an efficient and effective public service delivery. Their success largely depends on the availability and effective use of data.

Big Data

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118965787
Total Pages : 256 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Big Data by : Bernard Marr

Download or read book Big Data written by Bernard Marr and published by John Wiley & Sons. This book was released on 2015-01-09 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Convert the promise of big data into real world results There is so much buzz around big data. We all need to know what it is and how it works - that much is obvious. But is a basic understanding of the theory enough to hold your own in strategy meetings? Probably. But what will set you apart from the rest is actually knowing how to USE big data to get solid, real-world business results - and putting that in place to improve performance. Big Data will give you a clear understanding, blueprint, and step-by-step approach to building your own big data strategy. This is a well-needed practical introduction to actually putting the topic into practice. Illustrated with numerous real-world examples from a cross section of companies and organisations, Big Data will take you through the five steps of the SMART model: Start with Strategy, Measure Metrics and Data, Apply Analytics, Report Results, Transform. Discusses how companies need to clearly define what it is they need to know Outlines how companies can collect relevant data and measure the metrics that will help them answer their most important business questions Addresses how the results of big data analytics can be visualised and communicated to ensure key decisions-makers understand them Includes many high-profile case studies from the author's work with some of the world's best known brands

Smart Data Pricing

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Publisher : John Wiley & Sons
ISBN 13 : 1118611667
Total Pages : 533 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Smart Data Pricing by : Soumya Sen

Download or read book Smart Data Pricing written by Soumya Sen and published by John Wiley & Sons. This book was released on 2014-09-09 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive text addressing the high demand for network, cloud, and content services through cutting-edge research on data pricing and business strategies Smart Data Pricing tackles the timely issue of surging demand for network, cloud, and content services and corresponding innovations in pricing these services to benefit consumers, operators, and content providers. The pricing of data traffic and other services is central to the core challenges of network monetization, growth sustainability, and bridging the digital divide. In this book, experts from both academia and industry discuss all aspects of smart data pricing research and development, including economic analyses, system development, user behavior evaluation, and business strategies. Smart Data Pricing: • Presents the analysis of leading researchers from industry and academia surrounding the pricing of network services and content. • Discusses current trends in mobile and wired data usage and their economic implications for content providers, network operators, end users, government regulators, and other players in the Internet ecosystem. • Includes new concepts and background technical knowledge that will help researchers and managers effectively monetize their networks and improve user quality-of-experience. • Provides cutting-edge research on business strategies and initiatives through a diverse collection of perspectives. • Combines academic and industry expertise from multiple disciplines and business organizations. The ideas and background of the technologies and economic principles discussed within these chapters are of real value to practitioners, researchers, and managers in identifying trends and deploying new pricing and network management technologies, and will help support managers in identifying new business directions and innovating solutions to challenging business problems.

Implementing Data-Driven Strategies in Smart Cities

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Author :
Publisher : Elsevier
ISBN 13 : 0128211237
Total Pages : 258 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Implementing Data-Driven Strategies in Smart Cities by : Didier Grimaldi

Download or read book Implementing Data-Driven Strategies in Smart Cities written by Didier Grimaldi and published by Elsevier. This book was released on 2021-09-18 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implementing Data-Driven Strategies in Smart Cities is a guidebook and roadmap for practitioners seeking to operationalize data-driven urban interventions. The book opens by exploring the revolution that big data, data science, and the Internet of Things are making feasible for the city. It explores alternate topologies, typologies, and approaches to operationalize data science in cities, drawn from global examples including top-down, bottom-up, greenfield, brownfield, issue-based, and data-driven. It channels and expands on the classic data science model for data-driven urban interventions – data capture, data quality, cleansing and curation, data analysis, visualization and modeling, and data governance, privacy, and confidentiality. Throughout, illustrative case studies demonstrate successes realized in such diverse cities as Barcelona, Cologne, Manila, Miami, New York, Nancy, Nice, São Paulo, Seoul, Singapore, Stockholm, and Zurich. Given the heavy emphasis on global case studies, this work is particularly suitable for any urban manager, policymaker, or practitioner responsible for delivering technological services for the public sector from sectors as diverse as energy, transportation, pollution, and waste management. Explores numerous specific urban interventions drawn from global case studies, helping readers understand real urban challenges and create data-driven solutions Provides a step-by-step and applied holistic guide and methodology for immediate application in the reader’s own business agenda Presents cutting edge technology presentation with coverage of innovations such as the Internet of Things, robotics, 5G, edge/fog computing, blockchain, intelligent transport systems, and connected-automated mobility

Data Analytics for Smart Cities

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Author :
Publisher : Auerbach Publications
ISBN 13 : 9781032475967
Total Pages : 0 pages
Book Rating : 4.4/5 (759 download)

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Book Synopsis Data Analytics for Smart Cities by : Amir H. Alavi

Download or read book Data Analytics for Smart Cities written by Amir H. Alavi and published by Auerbach Publications. This book was released on 2023-01-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a reference for researchers and engineers in domains of advanced computation, optimization and data mining for smart cities and cyber-physical systems. It is also particularly suitable to advanced students who wish to use relevant book chapters as a basis to pursue further research in these areas.

Growing Fairly

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Publisher : Brookings Institution Press
ISBN 13 : 0815739494
Total Pages : 281 pages
Book Rating : 4.8/5 (157 download)

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Book Synopsis Growing Fairly by : Stephen Goldsmith

Download or read book Growing Fairly written by Stephen Goldsmith and published by Brookings Institution Press. This book was released on 2022-02-22 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tested, practical ideas to meet current and future skilling needs of both workers and employers The labor market in the United States faces seemingly contradictory challenges: Many employers have trouble finding qualified applicants for current and future jobs, while millions of Americans are out of work or are underemployed—their paths to living-wage jobs blocked by systemic barriers or lack of adequate skills. Growing Fairly offers workforce development reforms that meet the needs of both workers and employers. Based on the experiences of hundreds of leaders and workers, the authors set out ten principles for designing a more effective and equitable system that helps workers obtain the skills necessary for economic mobility. The principles outlined in the book argue for a more comprehensive view of the skilling needs of current and prospective workers. They spell out the attributes of effective programs and make the case for skill-based hiring, widely distributed performance data, and collaboration. The book emphasizes the importance of local action to overcome the structural barriers that challenge even the most determined would-be learners. Growing Fairly shows cross sector leaders how to work across organizational boundaries to change the trajectory of individuals struggling to make a living wage. This is not a book of untested theories. Instead, it is written by practitioners for practitioners. Much of it is told through the voices of those who run programs and people who have taken advantage of them. While the issues the book addresses are profound, its take on the subject is optimistic. Between them, the authors have spent decades searching out and supporting effective practices. Even more critically, they have learned how to knit competing agencies and organizations into cohesive systems with coordinated missions. Their practical ideas will benefit a wide range of readers, from practitioners in the field to students and scholars of the American labor system.

The Responsive City

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Publisher : John Wiley & Sons
ISBN 13 : 1118910907
Total Pages : 210 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis The Responsive City by : Stephen Goldsmith

Download or read book The Responsive City written by Stephen Goldsmith and published by John Wiley & Sons. This book was released on 2014-08-25 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leveraging Big Data and 21st century technology to renew cities and citizenship in America The Responsive City is a guide to civic engagement and governance in the digital age that will help leaders link important breakthroughs in technology and data analytics with age-old lessons of small-group community input to create more agile, competitive, and economically resilient cities. Featuring vivid case studies highlighting the work of pioneers in New York, Boston, Chicago and more, the book provides a compelling model for the future of governance. The book will help mayors, chief technology officers, city administrators, agency directors, civic groups and nonprofit leaders break out of current paradigms to collectively address civic problems. The Responsive City is the culmination of research originating from the Data-Smart City Solutions initiative, an ongoing project at Harvard Kennedy School working to catalyze adoption of data projects on the city level. The book is co-authored by Professor Stephen Goldsmith, director of Data-Smart City Solutions at Harvard Kennedy School, and Professor Susan Crawford, co-director of Harvard's Berkman Center for Internet and Society. Former New York City Mayor Michael Bloomberg penned the book’s foreword. Based on the authors’ experiences and extensive research, The Responsive City explores topics including: Building trust in the public sector and fostering a sustained, collective voice among communities; Using data-smart governance to preempt and predict problems while improving quality of life; Creating efficiencies and saving taxpayer money with digital tools; and Spearheading these new approaches to government with innovative leadership.

Artificial Intelligence and Big Data Analytics for Smart Healthcare

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Publisher : Academic Press
ISBN 13 : 0128220627
Total Pages : 292 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Artificial Intelligence and Big Data Analytics for Smart Healthcare by : Miltiadis Lytras

Download or read book Artificial Intelligence and Big Data Analytics for Smart Healthcare written by Miltiadis Lytras and published by Academic Press. This book was released on 2021-10-22 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence and Big Data Analytics for Smart Healthcare serves as a key reference for practitioners and experts involved in healthcare as they strive to enhance the value added of healthcare and develop more sustainable healthcare systems. It brings together insights from emerging sophisticated information and communication technologies such as big data analytics, artificial intelligence, machine learning, data science, medical intelligence, and, by dwelling on their current and prospective applications, highlights managerial and policymaking challenges they may generate. The book is split into five sections: big data infrastructure, framework and design for smart healthcare; signal processing techniques for smart healthcare applications; business analytics (descriptive, diagnostic, predictive and prescriptive) for smart healthcare; emerging tools and techniques for smart healthcare; and challenges (security, privacy, and policy) in big data for smart healthcare. The content is carefully developed to be understandable to different members of healthcare chain to leverage collaborations with researchers and industry. Presents a holistic discussion on the new landscape of data driven medical technologies including Big Data, Analytics, Artificial Intelligence, Machine Learning, and Precision Medicine Discusses such technologies with case study driven approach with reference to real world application and systems, to make easier the understanding to the reader not familiar with them Encompasses an international collaboration perspective, providing understandable knowledge to professionals involved with healthcare to leverage productive partnerships with technology developers

Smart Log Data Analytics

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Author :
Publisher : Springer Nature
ISBN 13 : 3030744507
Total Pages : 210 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Smart Log Data Analytics by : Florian Skopik

Download or read book Smart Log Data Analytics written by Florian Skopik and published by Springer Nature. This book was released on 2021-08-28 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides insights into smart ways of computer log data analysis, with the goal of spotting adversarial actions. It is organized into 3 major parts with a total of 8 chapters that include a detailed view on existing solutions, as well as novel techniques that go far beyond state of the art. The first part of this book motivates the entire topic and highlights major challenges, trends and design criteria for log data analysis approaches, and further surveys and compares the state of the art. The second part of this book introduces concepts that apply character-based, rather than token-based, approaches and thus work on a more fine-grained level. Furthermore, these solutions were designed for “online use”, not only forensic analysis, but also process new log lines as they arrive in an efficient single pass manner. An advanced method for time series analysis aims at detecting changes in the overall behavior profile of an observed system and spotting trends and periodicities through log analysis. The third part of this book introduces the design of the AMiner, which is an advanced open source component for log data anomaly mining. The AMiner comes with several detectors to spot new events, new parameters, new correlations, new values and unknown value combinations and can run as stand-alone solution or as sensor with connection to a SIEM solution. More advanced detectors help to determines the characteristics of variable parts of log lines, specifically the properties of numerical and categorical fields. Detailed examples throughout this book allow the reader to better understand and apply the introduced techniques with open source software. Step-by-step instructions help to get familiar with the concepts and to better comprehend their inner mechanisms. A log test data set is available as free download and enables the reader to get the system up and running in no time. This book is designed for researchers working in the field of cyber security, and specifically system monitoring, anomaly detection and intrusion detection. The content of this book will be particularly useful for advanced-level students studying computer science, computer technology, and information systems. Forward-thinking practitioners, who would benefit from becoming familiar with the advanced anomaly detection methods, will also be interested in this book.

Big Data Analytics for Smart and Connected Cities

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Author :
Publisher : IGI Global
ISBN 13 : 1522562087
Total Pages : 348 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Big Data Analytics for Smart and Connected Cities by : Dey, Nilanjan

Download or read book Big Data Analytics for Smart and Connected Cities written by Dey, Nilanjan and published by IGI Global. This book was released on 2018-09-07 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: To continue providing people with safe, comfortable, and affordable places to live, cities must incorporate techniques and technologies to bring them into the future. The integration of big data and interconnected technology, along with the increasing population, will lead to the necessary creation of smart cities. Big Data Analytics for Smart and Connected Cities is a pivotal reference source that provides vital research on the application of the integration of interconnected technologies and big data analytics into the creation of smart cities. While highlighting topics such as energy conservation, public transit planning, and performance measurement, this publication explores technology integration in urban environments as well as the methods of planning cities to implement these new technologies. This book is ideally designed for engineers, professionals, researchers, and technology developers seeking current research on technology implementation in urban settings.

Smart Medical Data Sensing and IoT Systems Design in Healthcare

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Author :
Publisher : IGI Global
ISBN 13 : 1799802620
Total Pages : 288 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Smart Medical Data Sensing and IoT Systems Design in Healthcare by : Chakraborty, Chinmay

Download or read book Smart Medical Data Sensing and IoT Systems Design in Healthcare written by Chakraborty, Chinmay and published by IGI Global. This book was released on 2019-09-20 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart healthcare technology improves the diagnosis and treatment of patients, provides easy access to medical facilities and emergency care services, and minimizes the gaps between patients and healthcare providers. While clinical data protection remains a major challenge, innovations such as the internet of medical things and smart healthcare systems increase the efficiency and quality of patient care. Healthcare technology can only become faster, more profitable, and more flexible as additional research on its advancements is conducted and collected. Smart Medical Data Sensing and IoT Systems Design in Healthcare is an essential reference source that focuses on robust and easy solutions for the delivery of medical information from patients to doctors and explores low-cost, high-performance, highly efficient, deployable IoT system options in healthcare systems. Featuring research on topics such as hospital management systems, electronic health records, and bio-signals, this book is ideally designed for technologists, engineers, scientists, clinicians, biomedical engineers, hospital directors, doctors, nurses, healthcare practitioners, telemedical agents, students, and academicians seeking coverage on the latest technological developments in medical data analysis and connectivity.