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Showing 1 - 16 of
16 matches in All Departments
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Data Mining and Big Data - 6th International Conference, DMBD 2021, Guangzhou, China, October 20-22, 2021, Proceedings, Part II (Paperback, 1st ed. 2021)
Ying Tan, Yuhui Shi, Albert Zomaya, Hongyang Yan, Jun Cai
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R3,028
Discovery Miles 30 280
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Ships in 10 - 15 working days
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This two-volume set, CCIS 1453 and CCIS 1454, constitutes refereed
proceedings of the 6th International Conference on Data Mining and
Big Data, DMBD 2021, held in Guangzhou, China, in October 2021. The
57 full papers and 28 short papers presented in this two-volume set
were carefully reviewed and selected from 258 submissions. The
papers present the latest research on advantages in theories,
technologies, and applications in data mining and big data. The
volume covers many aspects of data mining and big data as well as
intelligent computing methods applied to all fields of computer
science, machine learning, data mining and knowledge discovery,
data science, etc.
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Data Mining and Big Data - 6th International Conference, DMBD 2021, Guangzhou, China, October 20-22, 2021, Proceedings, Part I (Paperback, 1st ed. 2021)
Ying Tan, Yuhui Shi, Albert Zomaya, Hongyang Yan, Jun Cai
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R3,028
Discovery Miles 30 280
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Ships in 10 - 15 working days
|
This two-volume set, CCIS 1453 and CCIS 1454, constitutes refereed
proceedings of the 6th International Conference on Data Mining and
Big Data, DMBD 2021, held in Guangzhou, China, in October 2021. The
57 full papers and 28 short papers presented in this two-volume set
were carefully reviewed and selected from 258 submissions. The
papers present the latest research on advantages in theories,
technologies, and applications in data mining and big data. The
volume covers many aspects of data mining and big data as well as
intelligent computing methods applied to all fields of computer
science, machine learning, data mining and knowledge discovery,
data science, etc.
This book includes state-of-the-art discussions on various issues
and aspects of the implementation, testing, validation, and
application of big data in the context of healthcare. The concept
of big data is revolutionary, both from a technological and
societal well-being standpoint. This book provides a comprehensive
reference guide for engineers, scientists, and students
studying/involved in the development of big data tools in the areas
of healthcare and medicine. It also features a multifaceted and
state-of-the-art literature review on healthcare data, its
modalities, complexities, and methodologies, along with
mathematical formulations. The book is divided into two main
sections, the first of which discusses the challenges and
opportunities associated with the implementation of big data in the
healthcare sector. In turn, the second addresses the mathematical
modeling of healthcare problems, as well as current and potential
future big data applications and platforms.
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Algorithms and Architectures for Parallel Processing - 15th International Conference, ICA3PP 2015, Zhangjiajie, China, November 18-20, 2015, Proceedings, Part II (Paperback, 1st ed. 2015)
Guojun Wang, Albert Zomaya, Gregorio Martinez, Kenli Li
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R1,714
Discovery Miles 17 140
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Ships in 10 - 15 working days
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This four volume set LNCS 9528, 9529, 9530 and 9531 constitutes the
refereed proceedings of the 15th International Conference on
Algorithms and Architectures for Parallel Processing, ICA3PP 2015,
held in Zhangjiajie, China, in November 2015. The 219 revised full
papers presented together with 77 workshop papers in these four
volumes were carefully reviewed and selected from 807 submissions
(602 full papers and 205 workshop papers). The first volume
comprises the following topics: parallel and distributed
architectures; distributed and network-based computing and internet
of things and cyber-physical-social computing. The second volume
comprises topics such as big data and its applications and parallel
and distributed algorithms. The topics of the third volume are:
applications of parallel and distributed computing and service
dependability and security in distributed and parallel systems. The
covered topics of the fourth volume are: software systems and
programming models and performance modeling and evaluation.
IT technology engineering changes everyday life, especially in
Computing and Communications. The goal of this book is to further
explore the theoretical and practical issues of Future Computing
and Communications. It also aims to foster new ideas and
collaboration between researchers and practitioners.
This book constitutes the thoroughly refereed post-conference
proceedings of the 9th International ICST Conference on Security
and Privacy in Communication Networks, held in Sydney, Australia,
in September 2013. The 26 revised full papers presented were
carefully reviewed and selected from 70 submissions. The papers are
grouped in topical sections on: security and privacy in mobile,
sensor and ad hoc networks; malware, botnets and distributed denial
of service; security for emerging technologies: VoIP, peer-to-peer
and cloud computing; encryption and key management; security in
software and machine learning; network and system security model;
security and privacy in pervasive and ubiquitous computing.
This graduate-level textbook is ideally suited for lecturing the
most relevant topics of Edge Computing and its ties to Artificial
Intelligence (AI) and Machine Learning (ML) approaches. It starts
from basics and gradually advances, step-by-step, to ways AI/ML
concepts can help or benefit from Edge Computing platforms. The
book is structured into seven chapters; each comes with its own
dedicated set of teaching materials (practical skills,
demonstration videos, questions, lab assignments, etc.). Chapter 1
opens the book and comprehensively introduces the concept of
distributed computing continuum systems that led to the creation of
Edge Computing. Chapter 2 motivates the use of container
technologies and how they are used to implement programmable edge
computing platforms. Chapter 3 introduces ways to employ AI/ML
approaches to optimize service lifecycles at the edge. Chapter 4
goes deeper in the use of AI/ML and introduces ways to optimize
spreading computational tasks along edge computing platforms.
Chapter 5 introduces AI/ML pipelines to efficiently process
generated data on the edge. Chapter 6 introduces ways to implement
AI/ML systems on the edge and ways to deal with their training and
inferencing procedures considering the limited resources available
at the edge-nodes. Chapter 7 motivates the creation of a new
orchestrator independent object model to descriptive objects
(nodes, applications, etc.) and requirements (SLAs) for underlying
edge platforms. To provide hands-on experience to students and
step-by-step improve their technical capabilities, seven sets of
Tutorials-and-Labs (TaLs) are also designed. Codes and Instructions
for each TaL is provided on the book website, and accompanied by
videos to facilitate their learning process.
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Mobile Computing, Applications, and Services - 12th EAI International Conference, MobiCASE 2021, Virtual Event, November 13-14, 2021, Proceedings (Paperback, 1st ed. 2022)
Shuiguang Deng, Albert Zomaya, Ning Li
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R1,897
Discovery Miles 18 970
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Ships in 10 - 15 working days
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This book constitutes the thoroughly refereed post-conference
proceedings of the 12th International Conference on Mobile
Computing, Applications, and Services, MobiCASE 2021, held in
November 2021. Due to COVID-19 pandemic the conference was held
virtually. The 9 full papers were carefully reviewed and selected
from 21 submissions. The papers are organized in two topical
tracks: mobile application and deep learning, and mobile
application with data analysis.
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Algorithms and Architectures for Parallel Processing - 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9-11, 2019, Proceedings, Part II (Paperback, 1st ed. 2020)
Sheng Wen, Albert Zomaya, Laurence T. Yang
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R1,692
Discovery Miles 16 920
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Ships in 10 - 15 working days
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The two-volume set LNCS 11944-11945 constitutes the proceedings of
the 19th International Conference on Algorithms and Architectures
for Parallel Processing, ICA3PP 2019, held in Melbourne, Australia,
in December 2019. The 73 full and 29 short papers presented were
carefully reviewed and selected from 251 submissions. The papers
are organized in topical sections on: Parallel and Distributed
Architectures, Software Systems and Programming Models, Distributed
and Parallel and Network-based Computing, Big Data and its
Applications, Distributed and Parallel Algorithms, Applications of
Distributed and Parallel Computing, Service Dependability and
Security, IoT and CPS Computing, Performance Modelling and
Evaluation.
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Algorithms and Architectures for Parallel Processing - 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9-11, 2019, Proceedings, Part I (Paperback, 1st ed. 2020)
Sheng Wen, Albert Zomaya, Laurence T. Yang
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R1,697
Discovery Miles 16 970
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Ships in 10 - 15 working days
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The two-volume set LNCS 11944-11945 constitutes the proceedings of
the 19th International Conference on Algorithms and Architectures
for Parallel Processing, ICA3PP 2019, held in Melbourne, Australia,
in December 2019. The 73 full and 29 short papers presented were
carefully reviewed and selected from 251 submissions. The papers
are organized in topical sections on: Parallel and Distributed
Architectures, Software Systems and Programming Models, Distributed
and Parallel and Network-based Computing, Big Data and its
Applications, Distributed and Parallel Algorithms, Applications of
Distributed and Parallel Computing, Service Dependability and
Security, IoT and CPS Computing, Performance Modelling and
Evaluation.
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Algorithms and Architectures for Parallel Processing - ICA3PP International Workshops and Symposiums, Zhangjiajie, China, November 18-20, 2015, Proceedings (Paperback, 1st ed. 2015)
Guojin Wang, Albert Zomaya, Gregorio Martinez, Kenli Li
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R3,150
Discovery Miles 31 500
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the Workshops and
Symposiums of the 15th International Conference on Algorithms and
Architectures for Parallel Processing, ICA3PP 2015, held in
Zhangjiajie, China, in November 2015. The program of this year
consists of 6 symposiums/workshops that cover a wide range of
research topics on parallel processing technology: the Sixth
International Workshop on Trust, Security and Privacy for Big Data,
TrustData 2015; the Fifth International Symposium on Trust,
Security and Privacy for Emerging Applications, TSP 2015; the Third
International Workshop on Network Optimization and Performance
Evaluation, NOPE 2015; the Second International Symposium on
Sensor-Cloud Systems, SCS 2015; the Second International Workshop
on Security and Privacy Protection in Computer and Network Systems,
SPPCN 2015; and the First International Symposium on Dependability
in Sensor, Cloud, and Big Data Systems and Applications, DependSys
2015. The aim of these symposiums/workshops is to provide a forum
to bring together practitioners and researchers from academia and
industry for discussion and presentations on the current research
and future directions related to parallel processing technology.
The themes and topics of these symposiums/workshops are a valuable
complement to the overall scope of ICA3PP 2015 and give additional
values and interests.
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Algorithms and Architectures for Parallel Processing - 15th International Conference, ICA3PP 2015, Zhangjiajie, China, November 18-20, 2015, Proceedings, Part IV (Paperback, 1st ed. 2015)
Guojun Wang, Albert Zomaya, Gregorio Martinez, Kenli Li
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R1,748
Discovery Miles 17 480
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Ships in 10 - 15 working days
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This four volume set LNCS 9528, 9529, 9530 and 9531 constitutes the
refereed proceedings of the 15th International Conference on
Algorithms and Architectures for Parallel Processing, ICA3PP 2015,
held in Zhangjiajie, China, in November 2015. The 219 revised full
papers presented together with 77 workshop papers in these four
volumes were carefully reviewed and selected from 807 submissions
(602 full papers and 205 workshop papers). The first volume
comprises the following topics: parallel and distributed
architectures; distributed and network-based computing and internet
of things and cyber-physical-social computing. The second volume
comprises topics such as big data and its applications and parallel
and distributed algorithms. The topics of the third volume are:
applications of parallel and distributed computing and service
dependability and security in distributed and parallel systems. The
covered topics of the fourth volume are: software systems and
programming models and performance modeling and evaluation.
|
Algorithms and Architectures for Parallel Processing - 15th International Conference, ICA3PP 2015, Zhangjiajie, China, November 18-20, 2015, Proceedings, Part III (Paperback, 1st ed. 2015)
Guojun Wang, Albert Zomaya, Gregorio Martinez, Kenli Li
|
R1,735
Discovery Miles 17 350
|
Ships in 10 - 15 working days
|
This four volume set LNCS 9528, 9529, 9530 and 9531 constitutes the
refereed proceedings of the 15th International Conference on
Algorithms and Architectures for Parallel Processing, ICA3PP 2015,
held in Zhangjiajie, China, in November 2015. The 219 revised full
papers presented together with 77 workshop papers in these four
volumes were carefully reviewed and selected from 807 submissions
(602 full papers and 205 workshop papers). The first volume
comprises the following topics: parallel and distributed
architectures; distributed and network-based computing and internet
of things and cyber-physical-social computing. The second volume
comprises topics such as big data and its applications and parallel
and distributed algorithms. The topics of the third volume are:
applications of parallel and distributed computing and service
dependability and security in distributed and parallel systems. The
covered topics of the fourth volume are: software systems and
programming models and performance modeling and evaluation.
|
Algorithms and Architectures for Parallel Processing - 15th International Conference, ICA3PP 2015, Zhangjiajie, China, November 18-20, 2015, Proceedings, Part I (Paperback, 1st ed. 2015)
Guojun Wang, Albert Zomaya, Gregorio Martinez, Kenli Li
|
R3,132
Discovery Miles 31 320
|
Ships in 10 - 15 working days
|
This four volume set LNCS 9528, 9529, 9530 and 9531 constitutes the
refereed proceedings of the 15th International Conference on
Algorithms and Architectures for Parallel Processing, ICA3PP 2015,
held in Zhangjiajie, China, in November 2015. The 219 revised full
papers presented together with 77 workshop papers in these four
volumes were carefully reviewed and selected from 807 submissions
(602 full papers and 205 workshop papers). The first volume
comprises the following topics: parallel and distributed
architectures; distributed and network-based computing and internet
of things and cyber-physical-social computing. The second volume
comprises topics such as big data and its applications and parallel
and distributed algorithms. The topics of the third volume are:
applications of parallel and distributed computing and service
dependability and security in distributed and parallel systems. The
covered topics of the fourth volume are: software systems and
programming models and performance modeling and evaluation.
The LNCS journal Transactions on Large-Scale Data- and
Knowledge-Centered Systems focuses on data management, knowledge
discovery, and knowledge processing, which are core and hot topics
in computer science. Since the 1990s, the Internet has become the
main driving force behind application development in all domains.
An increase in the demand for resource sharing across different
sites connected through networks has led to an evolution of data-
and knowledge-management systems from centralized systems to
decentralized systems enabling large-scale distributed applications
providing high scalability. Current decentralized systems still
focus on data and knowledge as their main resource. Feasibility of
these systems relies basically on P2P (peer-to-peer) techniques and
the support of agent systems with scaling and decentralized
control. Synergy between grids, P2P systems, and agent technologies
is the key to data- and knowledge-centered systems in large-scale
environments. This, the 20th issue of Transactions on Large-Scale
Data- and Knowledge-Centered Systems, presents a representative and
useful selection of articles covering a wide range of important
topics in the domain of advanced techniques for big data
management. Big data has become a popular term, used to describe
the exponential growth and availability of data. The recent radical
expansion and integration of computation, networking, digital
devices, and data storage has provided a robust platform for the
explosion in big data, as well as being the means by which big data
are generated, processed, shared, and analyzed. In general, data
are only useful if meaning and value can be extracted from them.
Big data discovery enables data scientists and other analysts to
uncover patterns and correlations through analysis of large volumes
of data of diverse types. Insights gleaned from big data discovery
can provide businesses with significant competitive advantages,
leading to more successful marketing campaigns, decreased customer
churn, and reduced loss from fraud. In practice, the growing demand
for large-scale data processing and data analysis applications has
spurred the development of novel solutions from both industry and
academia.
This book includes state-of-the-art discussions on various issues
and aspects of the implementation, testing, validation, and
application of big data in the context of healthcare. The concept
of big data is revolutionary, both from a technological and
societal well-being standpoint. This book provides a comprehensive
reference guide for engineers, scientists, and students
studying/involved in the development of big data tools in the areas
of healthcare and medicine. It also features a multifaceted and
state-of-the-art literature review on healthcare data, its
modalities, complexities, and methodologies, along with
mathematical formulations. The book is divided into two main
sections, the first of which discusses the challenges and
opportunities associated with the implementation of big data in the
healthcare sector. In turn, the second addresses the mathematical
modeling of healthcare problems, as well as current and potential
future big data applications and platforms.
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