Activity Recognition In Pervasive Intelligent Environments

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Activity Recognition in Pervasive Intelligent Environments

Author : Liming Chen,Chris D. Nugent,Jit Biswas,Jesse Hoey
Publisher : Springer Science & Business Media
Page : 339 pages
File Size : 49,9 Mb
Release : 2011-05-04
Category : Computers
ISBN : 9789491216053

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Activity Recognition in Pervasive Intelligent Environments by Liming Chen,Chris D. Nugent,Jit Biswas,Jesse Hoey Pdf

This book consists of a number of chapters addressing different aspects of activity recognition, roughly in three main categories of topics. The first topic will be focused on activity modeling, representation and reasoning using mathematical models, knowledge representation formalisms and AI techniques. The second topic will concentrate on activity recognition methods and algorithms. Apart from traditional methods based on data mining and machine learning, we are particularly interested in novel approaches, such as the ontology-based approach, that facilitate data integration, sharing and automatic/automated processing. In the third topic we intend to cover novel architectures and frameworks for activity recognition, which are scalable and applicable to large scale distributed dynamic environments. In addition, this topic will also include the underpinning technological infrastructure, i.e. tools and APIs, that supports function/capability sharing and reuse, and rapid development and deployment of technological solutions. The fourth category of topic will be dedicated to representative applications of activity recognition in intelligent environments, which address the life cycle of activity recognition and their use for novel functions of the end-user systems with comprehensive implementation, prototyping and evaluation. This will include a wide range of application scenarios, such as smart homes, intelligent conference venues and cars.

Human Activity Recognition and Behaviour Analysis

Author : Liming Chen,Chris D. Nugent
Publisher : Springer
Page : 255 pages
File Size : 52,9 Mb
Release : 2019-06-11
Category : Computers
ISBN : 9783030194086

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Human Activity Recognition and Behaviour Analysis by Liming Chen,Chris D. Nugent Pdf

The book first defines the problems, various concepts and notions related to activity recognition, and introduces the fundamental rationale and state-of-the-art methodologies and approaches. It then describes the use of artificial intelligence techniques and advanced knowledge technologies for the modelling and lifecycle analysis of human activities and behaviours based on real-time sensing observations from sensor networks and the Internet of Things. It also covers inference and decision-support methods and mechanisms, as well as personalization and adaptation techniques, which are required for emerging smart human-machine pervasive systems, such as self-management and assistive technologies in smart healthcare. Each chapter includes theoretical background, technological underpinnings and practical implementation, and step-by-step information on how to address and solve specific problems in topical areas. This monograph can be used as a textbook for postgraduate and PhD students on courses such as computer systems, pervasive computing, data analytics and digital health. It is also a valuable research reference resource for postdoctoral candidates and academics in relevant research and application domains, such as data analytics, smart cities, smart energy, and smart healthcare, to name but a few. Moreover, it offers smart technology and application developers practical insights into the use of activity recognition and behaviour analysis in state-of-the-art cyber-physical systems. Lastly, it provides healthcare solution developers and providers with information about the opportunities and possible innovative solutions for personalized healthcare and stratified medicine.

Smart Assisted Living

Author : Feng Chen,Rebeca I. García-Betances,Liming Chen,María Fernanda Cabrera-Umpiérrez,Chris Nugent
Publisher : Springer Nature
Page : 342 pages
File Size : 42,5 Mb
Release : 2019-08-20
Category : Computers
ISBN : 9783030255909

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Smart Assisted Living by Feng Chen,Rebeca I. García-Betances,Liming Chen,María Fernanda Cabrera-Umpiérrez,Chris Nugent Pdf

Smart Homes (SH) offer a promising approach to assisted living for the ageing population. Yet the main obstacle to the rapid development and deployment of Smart Home (SH) solutions essentially arises from the nature of the SH field, which is multidisciplinary and involves diverse applications and various stakeholders. Accordingly, an alternative to a one-size-fits-all approach is needed in order to advance the state of the art towards an open SH infrastructure. This book makes a valuable and critical contribution to smart assisted living research through the development of new effective, integrated, and interoperable SH solutions. It focuses on four underlying aspects: (1) Sensing and Monitoring Technologies; (2) Context Interference and Behaviour Analysis; (3) Personalisation and Adaptive Interaction, and (4) Open Smart Home and Service Infrastructures, demonstrating how fundamental theories, models and algorithms can be exploited to solve real-world problems. This comprehensive and timely book offers a unique and essential reference guide for policymakers, funding bodies, researchers, technology developers and managers, end users, carers, clinicians, healthcare service providers, educators and students, helping them adopt and implement smart assisted living systems.

IoT Sensor-Based Activity Recognition

Author : Md Atiqur Rahman Ahad,Anindya Das Antar,Masud Ahmed
Publisher : Springer Nature
Page : 214 pages
File Size : 44,5 Mb
Release : 2020-07-30
Category : Computers
ISBN : 9783030513795

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IoT Sensor-Based Activity Recognition by Md Atiqur Rahman Ahad,Anindya Das Antar,Masud Ahmed Pdf

This book offer clear descriptions of the basic structure for the recognition and classification of human activities using different types of sensor module and smart devices in e.g. healthcare, education, monitoring the elderly, daily human behavior, and fitness monitoring. In addition, the complexities, challenges, and design issues involved in data collection, processing, and other fundamental stages along with datasets, methods, etc., are discussed in detail. The book offers a valuable resource for readers in the fields of pattern recognition, human–computer interaction, and the Internet of Things.

Handbook of Research on Ambient Intelligence and Smart Environments

Author : Nak-Young Chong,Fulvio Mastrogiovanni
Publisher : IGI Global
Page : 770 pages
File Size : 47,7 Mb
Release : 2010-08-01
Category : Computers
ISBN : 9781616928575

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Handbook of Research on Ambient Intelligence and Smart Environments by Nak-Young Chong,Fulvio Mastrogiovanni Pdf

"This book covers the cutting-edge aspects of AMI applications, specifically those involving the effective design, realization, and implementation of a comprehensive ambient intelligence in smart environments"--

Creating Personal, Social, and Urban Awareness through Pervasive Computing

Author : Guo, Bin
Publisher : IGI Global
Page : 440 pages
File Size : 48,9 Mb
Release : 2013-10-31
Category : Computers
ISBN : 9781466646964

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Creating Personal, Social, and Urban Awareness through Pervasive Computing by Guo, Bin Pdf

The recent emergence and prevalence of social network applications, sensor equipped mobile devices, and the availability of large amounts of geo-referenced data have enabled the analysis of new context dimensions that involve individual, social, and urban context. Creating Personal, Social, and Urban Awareness through Pervasive Computing provides an overview of the theories, techniques, and practical applications related to the three dimensions of context awareness. Through the exploration of emerging research trends of pervasive computing, this book is beneficial to professors, students, researchers, and developers interested this latest development in the field of context-awareness and pervasive computing.

Pervasive Computing

Author : Alois Ferscha,Friedemann Mattern
Publisher : Springer Science & Business Media
Page : 375 pages
File Size : 51,6 Mb
Release : 2004-04-07
Category : Computers
ISBN : 9783540218357

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Pervasive Computing by Alois Ferscha,Friedemann Mattern Pdf

nd Welcome to the proceedings of PERVASIVE 2004, the 2 International C- ference on Pervasive Computing and the premier forum for the presentation and appraisal of the most recent and most advanced research results in all - undational and applied areas of pervasive and ubiquitous computing. Consi- ring the half-life period of technologies and knowledge this community is facing, PERVASIVE is one of the most vibrant, dynamic, and evolutionary among the computer-science-related symposia and conferences. The research challenges, e?orts, and contributions in pervasive computing have experienced a breathtaking acceleration over the past couple of years, mostly due to technological progress, growth, and a shift of paradigms in c- puter science in general. As for technological advances, a vast manifold of tiny, embedded, and autonomous computing and communication systems have st- ted to create and populate a pervasive and ubiquitous computing landscape, characterized by paradigms like autonomy, context-awareness, spontaneous - teraction, seamless integration, self-organization, ad hoc networking, invisible services, smart artifacts, and everywhere interfaces. The maturing of wireless networking, miniaturized information-processing possibilities induced by novel microprocessor technologies, low-power storage systems, smart materials, and technologies for motors, controllers, sensors, and actuators envision a future computing scenario in which almost every object in our everyday environment will be equipped with embedded processors, wireless communication facilities, and embedded software to perceive, perform, and control a multitude of tasks and functions.

Knowledge Engineering and Knowledge Management

Author : Patrick Lambrix,Eero Hyvönen,Eva Blomqvist,Valentina Presutti,Guilin Qi,Uli Sattler,Ying Ding,Chiara Ghidini
Publisher : Springer
Page : 234 pages
File Size : 46,9 Mb
Release : 2015-04-20
Category : Computers
ISBN : 9783319179667

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Knowledge Engineering and Knowledge Management by Patrick Lambrix,Eero Hyvönen,Eva Blomqvist,Valentina Presutti,Guilin Qi,Uli Sattler,Ying Ding,Chiara Ghidini Pdf

This book constitutes the refereed proceedings of Satellite Events held at the 19th International Conference on Knowledge Engineering and Knowledge Management, EKAW 2014 in November 2014. EKAW 2014 hosted three satellite workshops: VISUAL 2014, International Workshop on Visualizations and User Interfaces for Knowledge Engineering and Linked Data Analytics, EKM1, the First International Workshop on Educational Knowledge Management and ARCOE-Logic 2014, the 6th International Workshop on Acquisition, Representation and Reasoning about Context with Logic. This volume also contains the accepted contributions for the EKAW 2014 tutorials, demo and poster sessions.

Ambient Intelligence

Author : Emile Aarts,Boris de Ruyter,Panos Markopoulos,Evert van Loenen,Reiner Wichert,Ben Schouten,Jacques Terken,Rob Van Kranenburg,Elke Den Ouden,Gregory O'Hare
Publisher : Springer
Page : 359 pages
File Size : 54,9 Mb
Release : 2015-02-16
Category : Computers
ISBN : 9783319141121

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Ambient Intelligence by Emile Aarts,Boris de Ruyter,Panos Markopoulos,Evert van Loenen,Reiner Wichert,Ben Schouten,Jacques Terken,Rob Van Kranenburg,Elke Den Ouden,Gregory O'Hare Pdf

This book constitutes the refereed proceedings of the 5th International Joint Conference of Ambient Intelligence, AmI 2014, held in Eindhoven, The Netherlands, in November 2014. The 21 revised full papers presented together with 5 short papers and 4 workshop papers were carefully reviewed and selected from 59 submissions. The papers are organized along a set of thematic tracks: ambient assisted living; internet of things; ambient play and learning; smart buildings and cities; intelligent driving; data science; smart healthcare and healing environments; ambient persuasion; and new and emerging themes.

Internet of Things Based Smart Healthcare

Author : Suparna Biswas,Chandreyee Chowdhury,Biswaranjan Acharya,Chuan-Ming Liu
Publisher : Springer Nature
Page : 394 pages
File Size : 49,7 Mb
Release : 2022-07-18
Category : Computers
ISBN : 9789811914089

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Internet of Things Based Smart Healthcare by Suparna Biswas,Chandreyee Chowdhury,Biswaranjan Acharya,Chuan-Ming Liu Pdf

This book provides both the developers and the users with an awareness of the challenges and opportunities of advancements in healthcare paradigm with the application and availability of advanced hardware, software, tools, technique or algorithm development stemming the Internet of Things. The book helps readers to bridge the gap in their three understanding of three major domains and their interconnections: Hardware tested and software APP development for data collection, intelligent protocols for analysis and knowledge extraction. Medical expertise to interpret extracted knowledge towards disease prediction or diagnosis and support. Security experts to ensure data correctness for precise advice. The book provides state-of-the-art overviews by active researchers, technically elaborating healthcare architectures/frameworks, protocols, algorithms, methodologies followed by experimental results and evaluation. Future direction and scope will be precisely documented for interested readers.

Sensors and Actuators in Smart Cities

Author : Mohammad Hammoudeh,Mounir Arioua
Publisher : MDPI
Page : 193 pages
File Size : 42,8 Mb
Release : 2018-05-04
Category : Electronic books
ISBN : 9783038428732

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Sensors and Actuators in Smart Cities by Mohammad Hammoudeh,Mounir Arioua Pdf

This book is a printed edition of the Special Issue "Sensors and Actuators in Smart Cities" that was published in JSAN

The Semantic Web – ISWC 2014

Author : Peter Mika,Abraham Bernstein,Chris Welty,Craig Knoblock,Denny Vrandečić,Paul Groth,Natasha Noy,Krzysztof Janowicz,Carole Goble
Publisher : Springer
Page : 555 pages
File Size : 45,6 Mb
Release : 2014-10-09
Category : Computers
ISBN : 9783319119151

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The Semantic Web – ISWC 2014 by Peter Mika,Abraham Bernstein,Chris Welty,Craig Knoblock,Denny Vrandečić,Paul Groth,Natasha Noy,Krzysztof Janowicz,Carole Goble Pdf

The two-volume set LNCS 8796 and 8797 constitutes the refereed proceedings of the 13th International Semantic Web Conference, ISWC 2014, held in Riva del Garda, in October 2014. The International Semantic Web Conference is the premier forum for Semantic Web research, where cutting edge scientific results and technological innovations are presented, where problems and solutions are discussed, and where the future of this vision is being developed. It brings together specialists in fields such as artificial intelligence, databases, social networks, distributed computing, Web engineering, information systems, human-computer interaction, natural language processing, and the social sciences. Part 1 (LNCS 8796) contains a total of 38 papers which were presented in the research track. They were carefully reviewed and selected from 180 submissions. Part 2 (LNCS 8797) contains 15 papers from the 'semantic Web in use' track which were accepted from 46 submissions. In addition, it presents 16 contributions of the RBDS track and 6 papers of the doctoral consortium.

Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016

Author : Yaxin Bi,Supriya Kapoor,Rahul Bhatia
Publisher : Springer
Page : 1149 pages
File Size : 49,5 Mb
Release : 2017-08-19
Category : Technology & Engineering
ISBN : 9783319569949

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Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016 by Yaxin Bi,Supriya Kapoor,Rahul Bhatia Pdf

These proceedings of the SAI Intelligent Systems Conference 2016 (IntelliSys 2016) offer a remarkable collection of chapters on a wide range of topics in intelligent systems, artificial intelligence and their applications to the real world. Authors hailing from 56 countries on 5 continents submitted 404 papers to the conference, attesting to the global importance of the conference’s themes. After being reviewed, 222 papers were accepted for presentation, and 168 were ultimately selected for these proceedings. Each has been reviewed on the basis of its originality, novelty and rigorousness. The papers not only present state-of-the-art methods and valuable experience from researchers in the related research areas; they also outline the field’s future development.

Ambient Intelligence

Author : David Keyson,Mary Lou Maher,Norbert Streitz,Adrian David Cheok,Juan Carlos Augusto,Reiner Wichert,Gwenn Englebienne,Hamid Aghajan,Ben Kröse
Publisher : Springer
Page : 398 pages
File Size : 45,6 Mb
Release : 2011-11-11
Category : Computers
ISBN : 9783642251672

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Ambient Intelligence by David Keyson,Mary Lou Maher,Norbert Streitz,Adrian David Cheok,Juan Carlos Augusto,Reiner Wichert,Gwenn Englebienne,Hamid Aghajan,Ben Kröse Pdf

This book constitutes the refereed proceedings of the Second International Joint Conference on Ambient Intelligence, AmI 2011, held in Amsterdam, The Netherlands, in November 2011. The 58 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics such as haptic interfaces, smart sensing, smart environments, novel interaction technologies, affecting human behaviour, privacy and trust, landscape and ambient assisted living.

Ambient Intelligence

Author : Juan Carlos Augusto,Reiner Wichert,Rem Collier,David Keyson,Albert A. Salah,Ah-Hwee Tan
Publisher : Springer
Page : 324 pages
File Size : 44,5 Mb
Release : 2013-11-23
Category : Computers
ISBN : 9783319036472

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Ambient Intelligence by Juan Carlos Augusto,Reiner Wichert,Rem Collier,David Keyson,Albert A. Salah,Ah-Hwee Tan Pdf

This book constitutes the refereed proceedings of the 4th International Joint Conference an Ambient Intelligence, AmI 2013, held in Dublin, Ireland, in December 2013. The 15 revised full papers, 4 papers from the landscape track, 3 papers from the doctoral colloquium and 6 demo and poster papers were carefully reviewed and selected from numerous submissions and are presented with 6 workshop descriptions. The papers cover a variety of multi-disciplinary topics in computer science, human computer interaction, electrical engineering, industrial design, behavioral sciences, distributed devices, ubiquitous and communication technologies, pervasive computing, intelligent user interfaces and artificial intelligence.