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Pattern Recognition and Machine Intelligence
  • Language: en
  • Pages: 705

Pattern Recognition and Machine Intelligence

  • Type: Book
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  • Published: 2017-11-22
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  • Publisher: Springer

This book constitutes the proceedings of the 7th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2017,held in Kolkata, India, in December 2017. The total of 86 full papers presented in this volume were carefully reviewed and selected from 293 submissions. They were organized in topical sections named: pattern recognition and machine learning; signal and image processing; computer vision and video processing; soft and natural computing; speech and natural language processing; bioinformatics and computational biology; data mining and big data analytics; deep learning; spatial data science and engineering; and applications of pattern recognition and machine intelligence.

Pattern Recognition and Machine Intelligence
  • Language: en
  • Pages: 639

Pattern Recognition and Machine Intelligence

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Recent Findings in Intelligent Computing Techniques
  • Language: en
  • Pages: 566

Recent Findings in Intelligent Computing Techniques

  • Type: Book
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  • Published: 2018-11-04
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  • Publisher: Springer

This three volume book contains the Proceedings of 5th International Conference on Advanced Computing, Networking and Informatics (ICACNI 2017). The book focuses on the recent advancement of the broad areas of advanced computing, networking and informatics. It also includes novel approaches devised by researchers from across the globe. This book brings together academic scientists, professors, research scholars and students to share and disseminate information on knowledge and scientific research works related to computing, networking, and informatics to discuss the practical challenges encountered and the solutions adopted. The book also promotes translation of basic research into applied investigation and convert applied investigation into practice.

Distributed Computing and Internet Technology
  • Language: en
  • Pages: 360

Distributed Computing and Internet Technology

  • Type: Book
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  • Published: 2014-01-28
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  • Publisher: Springer

This book constitutes the refereed proceedings of the 10th International Conference on Distributed Computing and Internet Technology, ICDCIT 2014, held in Bhubaneswar, India, in February 2014. The 29 revised full papers presented together with 6 invited talks in this volume were carefully reviewed and selected from 197 submissions. The papers cover topics such as distributed computing, sensor networks, Internet technologies and applications, security and multimedia.

Handbook of Deep Learning Applications
  • Language: en
  • Pages: 380

Handbook of Deep Learning Applications

  • Type: Book
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  • Published: 2019-02-25
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  • Publisher: Springer

This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless cars, semantic image segmentation, deep visual residual abstraction, brain–computer interfaces, big data processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning frameworks. Deep learning, an advanced level of machine learning technique that combines class of learning algorithms with the use of many layers of nonlinear units, has gained considerable attention in recent times. Unlike other books on the market, this volume addresses the challenges of deep learning implementation, computation time, and the complexity of reasoning and modeling different type of data. As such, it is a valuable and comprehensive resource for engineers, researchers, graduate students and Ph.D. scholars.

Applied Computational Intelligence and Mathematical Methods
  • Language: en
  • Pages: 406

Applied Computational Intelligence and Mathematical Methods

  • Type: Book
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  • Published: 2017-09-04
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  • Publisher: Springer

The book discusses real-world problems and exploratory research in computational intelligence and mathematical models. It brings new approaches and methods to real-world problems and exploratory research that describes novel approaches in the mathematical methods, computational intelligence methods and software engineering in the scope of the intelligent systems. This book constitutes the refereed proceedings of the Computational Methods in Systems and Software 2017, a conference that provided an international forum for the discussion of the latest high-quality research results in all areas related to computational methods, statistics, cybernetics and software engineering.

Optimal Input Signals for Parameter Estimation
  • Language: en
  • Pages: 256

Optimal Input Signals for Parameter Estimation

The aim of this book is to provide methods and algorithms for the optimization of input signals so as to estimate parameters in systems described by PDE’s as accurate as possible under given constraints. The optimality conditions have their background in the optimal experiment design theory for regression functions and in simple but useful results on the dependence of eigenvalues of partial differential operators on their parameters. Examples are provided that reveal sometimes intriguing geometry of spatiotemporal input signals and responses to them. An introduction to optimal experimental design for parameter estimation of regression functions is provided. The emphasis is on functions hav...

Security for Multihop Wireless Networks
  • Language: en
  • Pages: 540

Security for Multihop Wireless Networks

  • Type: Book
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  • Published: 2014-04-15
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  • Publisher: CRC Press

Security for Multihop Wireless Networks provides broad coverage of the security issues facing multihop wireless networks. Presenting the work of a different group of expert contributors in each chapter, it explores security in mobile ad hoc networks, wireless sensor networks, wireless mesh networks, and personal area networks. Detailing technologies and processes that can help you secure your wireless networks, the book covers cryptographic coprocessors, encryption, authentication, key management, attacks and countermeasures, secure routing, secure medium access control, intrusion detection, epidemics, security performance analysis, and security issues in applications. It identifies vulnerab...

Fog Computing
  • Language: en
  • Pages: 235

Fog Computing

  • Type: Book
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  • Published: 2022-07-11
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  • Publisher: CRC Press

Fog Computing: Concepts, Frameworks, and Applications is arranged in such a way that readers with no prior experience in Fog Computing may explore this domain. It is an accessible source of information for distributed computing researchers as well as professionals looking to improve their security and connectivity understanding in Internet of Things (IoT) devices. This book is also useful for researchers and professionals working in the field of wireless communication security and privacy research. This book is intended for students, professionals, researchers, and developers who are working in or interested in the field of Fog Computing. One of the book's distinguishing aspects is that it c...

Computational Science and Its Applications - ICCSA 2016
  • Language: en
  • Pages: 601

Computational Science and Its Applications - ICCSA 2016

  • Type: Book
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  • Published: 2016-07-01
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  • Publisher: Springer

The five-volume set LNCS 9786-9790 constitutes the refereed proceedings of the 16th International Conference on Computational Science and Its Applications, ICCSA 2016, held in Beijing, China, in July 2016. The 239 revised full papers and 14 short papers presented at 33 workshops were carefully reviewed and selected from 849 submissions. They are organized in five thematical tracks: computational methods, algorithms and scientific applications; high performance computing and networks; geometric modeling, graphics and visualization; advanced and emerging applications; and information systems and technologies.