sensor-data-analysis-and-management

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Sensor Data Analysis And Management

Author : A. Suresh
ISBN : 1119682428
Genre : Technology & Engineering
File Size : 21. 89 MB
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Deep Learning provides powerful tools for solving complex modelling problems across a broad range of industries. The benefits of deep learning are being realized in applications everywhere, including predictive maintenance, health monitoring, financial portfolio forecasting, and advanced driver assistance. As it is evident that deep learning will play a decisive role in solving major problems, this book will provide a better insight into the methods, algorithms and techniques for deep learning practitioners. Topics that will be covered in this book include the following: • Internet of things based Human Activity Recognition • Benefits of Neural Network in Internet of things Application • Supervised Learning Data Representation • Convolutional Neural Network for Predicting physical activity based on smartphone sensor data • Deep Learning Analysis of Location Sensor Data for Human Activity Recognition • Machine learning for internet of things data analysis • Deep Learning for IoT Data Analytics

Real Time Data Analytics For Large Scale Sensor Data

Author : Himansu Das
ISBN : 9780128182420
Genre : Science
File Size : 25. 94 MB
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Real-Time Data Analytics for Large-Scale Sensor Data covers the theory and applications of hardware platforms and architectures, the development of software methods, techniques and tools, applications, governance and adoption strategies for the use of massive sensor data in real-time data analytics. It presents the leading-edge research in the field and identifies future challenges in this fledging research area. The book captures the essence of real-time IoT based solutions that require a multidisciplinary approach for catering to on-the-fly processing, including methods for high performance stream processing, adaptively streaming adjustment, uncertainty handling, latency handling, and more. Examines IoT applications, the design of real-time intelligent systems, and how to manage the rapid growth of the large volume of sensor data Discusses intelligent management systems for applications such as healthcare, robotics and environment modeling Provides a focused approach towards the design and implementation of real-time intelligent systems for the management of sensor data in large-scale environments

The 3rd International Workshop On Intelligent Data Analysis And Management

Author : Lorna Uden
ISBN : 9789400772939
Genre : Computers
File Size : 38. 95 MB
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These papers on Intelligent Data Analysis and Management (IDAM) examine issues related to the research and applications of Artificial Intelligence techniques in data analysis and management across a variety of disciplines. The papers derive from the 2013 IDAM conference in Kaohsiung ,Taiwan. It is an interdisciplinary research field involving academic researchers in information technologies, computer science, public policy, bioinformatics, medical informatics, and social and behavior studies, etc. The techniques studied include (but are not limited to): data visualization, data pre-processing, data engineering, database mining techniques, tools and applications, evolutionary algorithms, machine learning, neural nets, fuzzy logic, statistical pattern recognition, knowledge filtering, and post-processing, etc.

Advances In Intelligent Data Analysis Ix

Author : Paul R. Cohen
ISBN : 9783642130618
Genre : Computers
File Size : 86. 49 MB
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This book constitutes the refereed proceedings of the 9th International Conference on Intelligent Data Analysis, IDA 2010, held in Tucson, AZ, USA in May 2010. The 21 revised papers presented together with 2 invited papers were carefully reviewed and selected from more than 40 submissions. All current aspects of intelligent data analysis are addressed, particularly intelligent support for modeling and analyzing complex, dynamical systems. Topics covered are end-to-end software systems; modeling complex systems such as gene regulatory networks, economic systems, ecological systems, resources such as water, and dynamical social systems such as online communities; and robustness, scaling properties and other usability issues.

Data Management Analytics And Innovation

Author : Valentina Emilia Balas
ISBN : 9789811312748
Genre : Technology & Engineering
File Size : 67. 80 MB
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The volume on Data Management, Analytics and Innovations presents the latest high-quality technical contributions and research results in the areas of data management and smart computing, big data management, artificial intelligence and data analytics along with advances in network technologies. It deals with the state-of-the-art topics and provides challenges and solutions for future development. Original, unpublished research work highlighting specific research domains from all viewpoints are contributed from scientists throughout the globe. This volume is mainly designed for professional audience, composed of researchers and practitioners in academia and industry.

Security Analysis With Investement I E Investment And Protfolio I E Portfolio Management

Author : Dr. Mahipal Singh
ISBN : 8182055199
Genre : Investment analysis
File Size : 80. 69 MB
Format : PDF
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Emergency And Disaster Management Concepts Methodologies Tools And Applications

Author : Management Association, Information Resources
ISBN : 9781522561965
Genre : Technology & Engineering
File Size : 59. 17 MB
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In a world of earthquakes, tsunamis, and terrorist attacks, emergency response plans are crucial to solving problems, overcoming challenges, and restoring and improving communities that have been affected by these catastrophic events. Although the necessity for quick and efficient aid is understood, researchers and professionals continue to strive for the best practices and methodologies to properly handle such significant events. Emergency and Disaster Management: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest research on the theoretical and practical components of initiating crisis management and emergency response. Highlighting a range of topics such as preparedness and assessment, aid and relief, and the integration of smart technologies, this multi-volume book is designed for emergency professionals, policy makers, practitioners, academicians, and researchers interested in all aspects of disaster, crisis, and emergency studies.

Internet Of Vehicles Safe And Intelligent Mobility

Author : Ching-Hsien Hsu
ISBN : 9783319272931
Genre : Computers
File Size : 59. 20 MB
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This book constitutes the refereed proceedings of the SecondInternational Conference on Internet of Vehicles, IOV 2015, held inChengdu, China, in December 2015. The 40 full papers presented were carefully reviewed and selected from128 submissions. They focus on the following topics: IOV architectures andapplications; intelligent mobility; V2V and M2M communications; and modeling and simulations.

Smart Technologies For Emergency Response And Disaster Management

Author : Liu, Zhi
ISBN : 9781522525769
Genre : Technology & Engineering
File Size : 20. 79 MB
Format : PDF
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Disaster management is an imperative area of concern for society on a global scale. Understanding how to best utilize information and communication technology to help manage emergency and disaster situations will lead to more effective advances and innovations in this important field. Smart Technologies for Emergency Response and Disaster Management is a pivotal reference source that overviews current difficulties, challenges, and solutions that technology must adapt to in crisis situations. Highlighting pertinent topics such as network recovery, evacuation design, sensing technologies, and video technology, this publication is ideal for engineers, professionals, academicians, and researchers interested in discovering more about emerging technologies in crisis management.

Bridge Maintenance Safety Management And Life Cycle Optimization

Author : Dan Frangopol
ISBN : 9780415891370
Genre : Technology & Engineering
File Size : 87. 2 MB
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Bridge Maintenance, Safety, Management and Life-Cycle Optimization contains the lectures and papers presented at IABMAS 2010, the Fifth International Conference of the International Association for Bridge Maintenance and Safety (IABMAS), held in Philadelphia, Pennsylvania, USA from July 11 through 15, 2010. All major aspects of bridge maintenance, safety, management and life-cycle optimization are addressed including advanced and high performance materials, ageing of bridges, assessment and evaluation, bridge codes, bridge diagnostics, bridge management systems, bridge security, composites, design for durability, deterioration modeling, emerging technologies, fatigue, field testing, financial planning, health monitoring, innovations, inspection, life-cycle performance, load capacity assessment, loads, maintenance strategies, new technical and materials concepts, non-destructive testing, optimization strategies, prediction of future traffic demands, rehabilitation, reliability and risk management, repair, replacement, residual service life, safety and serviceability, service life prediction, strengthening, sustainable materials for bridges, sustainable bridges, whole-life costing, and multi-criteria optimization, among others. Bridge Maintenance, Safety, Management and Life-Cycle Optimization consists of a book of abstracts and a CD-ROM containing the full text of the lectures and papers presented at IABMAS 2010. This set provides both an up-to-date overview of the field of bridge engineering and significant contributions to the process of making more rational decisions in bridge maintenance, safety, security, serviceability, risk-based management, and health monitoring using traditional and emerging technologies for the purpose of enhancing the welfare of society.

Pacific Coast Groundfish Fishery Management Plan Bycatch Mitigation Program

Author :
ISBN : NWU:35556032750424
Genre :
File Size : 84. 45 MB
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Intelligent Data Analysis

Author : Deepak Gupta
ISBN : 9781119544463
Genre : Technology & Engineering
File Size : 71. 83 MB
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This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems with data analysis tools.

Intelligent Manufacturing

Author : William A. Gruver
ISBN : 9781447120230
Genre : Business & Economics
File Size : 56. 7 MB
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Intelligent Manufacturing is part of the Advanced Manufacturing Series edited by Professor D.T. Pham of the University of Wales, College of Cardiff. This publication exposes the major issues associated with programming environments for manufacturing and illustrates specific software systems developed for industrial application. Clear and concise statements are made on the state-of-the-art and recent trends in manufacturing languages and programming environments. The book discusses the diverse approaches that are currently under consideration in North America and Europe. It gives the reader an understanding of how manufacturing languages can be used to integrate computer controlled machines and intelligent sensors in automated manufacturing systems including machine tools, robots, inspection and material handling equipment.

Big Data Management Technologies And Applications

Author : Hu, Wen-Chen
ISBN : 9781466647008
Genre : Computers
File Size : 40. 78 MB
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"This book discusses the exponential growth of information size and the innovative methods for data capture, storage, sharing, and analysis for big data"--Provided by publisher.

Social Sensing And Big Data Computing For Disaster Management

Author : Zhenlong Li
ISBN : 9781000261493
Genre : Social Science
File Size : 25. 80 MB
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Social Sensing and Big Data Computing for Disaster Management captures recent advancements in leveraging social sensing and big data computing for supporting disaster management. Specifically, analysed within this book are some of the promises and pitfalls of social sensing data for disaster relevant information extraction, impact area assessment, population mapping, occurrence patterns, geographical disparities in social media use, and inclusion in larger decision support systems. Traditional data collection methods such as remote sensing and field surveying often fail to offer timely information during or immediately following disaster events. Social sensing enables all citizens to become part of a large sensor network which is low cost, more comprehensive, and always broadcasting situational awareness information. However, data collected with social sensing is often massive, heterogeneous, noisy, and unreliable in some aspects. It comes in continuous streams, and often lacks geospatial reference information. Together, these issues represent a grand challenge toward fully leveraging social sensing for emergency management decision making under extreme duress. Meanwhile, big data computing methods and technologies such as high-performance computing, deep learning, and multi-source data fusion become critical components of using social sensing to understand the impact of and response to the disaster events in a timely fashion. This book was originally published as a special issue of the International Journal of Digital Earth.

Data Management Technologies And Applications

Author : Slimane Hammoudi
ISBN : 9783030545956
Genre : Computers
File Size : 32. 96 MB
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This book constitutes the thoroughly refereed proceedings of the 8th International Conference on Data Management Technologies and Applications, DATA 2019, held in Prague, Czech Republic, in July 2019. The 8 revised full papers were carefully reviewed and selected from 90 submissions. The papers deal with the following topics: decision support systems, data analytics, data and information quality, digital rights management, big data, knowledge management, ontology engineering, digital libraries, mobile databases, object-oriented database systems, and data integrity.

Cognitive Analytics Concepts Methodologies Tools And Applications

Author : Management Association, Information Resources
ISBN : 9781799824619
Genre : Science
File Size : 26. 77 MB
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Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries, including business and healthcare. It is necessary to develop specific software programs that can analyze and interpret large amounts of data quickly in order to ensure adequate usage and predictive results. Cognitive Analytics: Concepts, Methodologies, Tools, and Applications provides emerging perspectives on the theoretical and practical aspects of data analysis tools and techniques. It also examines the incorporation of pattern management as well as decision-making and prediction processes through the use of data management and analysis. Highlighting a range of topics such as natural language processing, big data, and pattern recognition, this multi-volume book is ideally designed for information technology professionals, software developers, data analysts, graduate-level students, researchers, computer engineers, software engineers, IT specialists, and academicians.

Intelligent Environmental Data Monitoring For Pollution Management

Author : Siddhartha Bhattacharyya
ISBN : 9780128199244
Genre : Technology & Engineering
File Size : 39. 57 MB
Format : PDF
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Intelligent Environmental Data Monitoring for Pollution Management discusses evolving novel intelligent algorithms and their applications in the area of environmental data-centric systems guided by batch process-oriented data. Thus, the book ushers in a new era as far as environmental pollution management is concerned. It reviews the fundamental concepts of gathering, processing and analyzing data from batch processes, followed by a review of intelligent tools and techniques which can be used in this direction. In addition, it discusses novel intelligent algorithms for effective environmental pollution data management that are on par with standards laid down by the World Health Organization. Introduces novel intelligent techniques needed to address environmental pollution for the well-being of the global environment Offers perspectives on the design, development and commissioning of intelligent applications Provides reviews on the latest intelligent technologies and algorithms related to state-of-the-art methodologies surrounding the monitoring and mitigation of environmental pollution Puts forth insights on future generation intelligent pollution monitoring techniques

Advances In Data And Web Management

Author : Qing Li
ISBN : 9783642006722
Genre : Computers
File Size : 31. 44 MB
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This book constitutes the proceedings of the joint International Conference APWeb/WAIM 2009 which was held in Suzhou, China, during April 1-4, 2009. The 42 full papers presented together with 26 short papers and the abstracts of 2 keynote speeches were carefully reviewed and selected for inclusion in the book. The topics covered are query processing, topic-based techniques, Web data processing, multidimensional data analysis, stream data processing, data mining and its applications, and data management support to advanced applications.

Enterprise Big Data Engineering Analytics And Management

Author : Atzmueller, Martin
ISBN : 9781522502944
Genre : Computers
File Size : 75. 72 MB
Format : PDF
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The significance of big data can be observed in any decision-making process as it is often used for forecasting and predictive analytics. Additionally, big data can be used to build a holistic view of an enterprise through a collection and analysis of large data sets retrospectively. As the data deluge deepens, new methods for analyzing, comprehending, and making use of big data become necessary. Enterprise Big Data Engineering, Analytics, and Management presents novel methodologies and practical approaches to engineering, managing, and analyzing large-scale data sets with a focus on enterprise applications and implementation. Featuring essential big data concepts including data mining, artificial intelligence, and information extraction, this publication provides a platform for retargeting the current research available in the field. Data analysts, IT professionals, researchers, and graduate-level students will find the timely research presented in this publication essential to furthering their knowledge in the field.

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