Classification Methods For Internet Applications PDF Download
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| Author | : Martin Holeňa |
| Publisher | : Springer Nature |
| Total Pages | : 290 |
| Release | : 2020-01-29 |
| Genre | : Technology & Engineering |
| ISBN | : 3030369625 |
Download Classification Methods for Internet Applications Book in PDF, ePub and Kindle
This book explores internet applications in which a crucial role is played by classification, such as spam filtering, recommender systems, malware detection, intrusion detection and sentiment analysis. It explains how such classification problems can be solved using various statistical and machine learning methods, including K nearest neighbours, Bayesian classifiers, the logit method, discriminant analysis, several kinds of artificial neural networks, support vector machines, classification trees and other kinds of rule-based methods, as well as random forests and other kinds of classifier ensembles. The book covers a wide range of available classification methods and their variants, not only those that have already been used in the considered kinds of applications, but also those that have the potential to be used in them in the future. The book is a valuable resource for post-graduate students and professionals alike.
| Author | : Charu C. Aggarwal |
| Publisher | : CRC Press |
| Total Pages | : 710 |
| Release | : 2014-07-25 |
| Genre | : Business & Economics |
| ISBN | : 1498760589 |
Download Data Classification Book in PDF, ePub and Kindle
Comprehensive Coverage of the Entire Area of ClassificationResearch on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data Classification: Algorithms and Applications explores the underlyi
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| Release | : 2002 |
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Download Classification and Modeling of Internet Applications Book in PDF, ePub and Kindle
The classification of Internet traffic is an active research topic due to its applicability in the areas like differentiated services and network security. The introduction of voice, video and other real-time applications to the Internet has resulted in increasing demand for service differentiation and has triggered the need for change in traffic handling on the Internet. Traditionally, such a classification is done using the packet header field of 'port number, ' which is a unique number associated with the application that generated the packet. In addition to adding complexity and extra computation in traffic handling, certain recent developments in networking techniques have rendered port numbers unreliable for this purpose. This motivates our scheme of classification that uses the distribution of packet sizes in a buffer or collected during a short time interval at a switch or a router. We demonstrate that the applications can be classified by these distributions. This 'implicit' classification builds a foundation for estimation and prediction of traffic mix, which is a long-term goal of this research project.
| Author | : Giorgio Nunzi |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 196 |
| Release | : 2009-10-15 |
| Genre | : Computers |
| ISBN | : 3642049672 |
Download IP Operations and Management Book in PDF, ePub and Kindle
This book constitutes the refereed proceedings of the 9th IEEE Workshop on IP Operations and Management, IPOM 2009, held in Venice, Italy, on October 29-30, 2009, as part of the 5th International Week on Management of Networks and Services, Manweek 2009. The 12 revised full papers presented in this volume were carefully reviewed and selected from 35 submissions. The papers are organized in topical sections on management of quality of services and multimedia, network robustness, management of virtual networks, configuration of network resources and applications
| Author | : Xinheng Wang |
| Publisher | : Springer |
| Total Pages | : 829 |
| Release | : 2019-08-18 |
| Genre | : Computers |
| ISBN | : 303030146X |
Download Collaborative Computing: Networking, Applications and Worksharing Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed proceedings of the 15th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2019, held in London, UK, in August 2019. The 40 full papers, 8 short papers and 6 workshop presented were carefully reviewed and selected from 121 submissions. The papers reflect the conference sessions as follows: cloud, IoT and edge computing, collaborative IoT services and applications, artificial intelligence, software development, teleportation protocol and entanglement swapping, network based on the neural network, scheme based on blockchain and zero-knowledge proof in vehicle networking, software development.
| Author | : Shalli Rani |
| Publisher | : John Wiley & Sons |
| Total Pages | : 308 |
| Release | : 2022-02-16 |
| Genre | : Computers |
| ISBN | : 1119763479 |
Download Machine Learning Paradigm for Internet of Things Applications Book in PDF, ePub and Kindle
MACHINE LEARNING PARADIGM FOR INTERNET OF THINGS APPLICATIONS As companies globally realize the revolutionary potential of the IoT, they have started finding a number of obstacles they need to address to leverage it efficiently. Many businesses and industries use machine learning to exploit the IoT’s potential and this book brings clarity to the issue. Machine learning (ML) is the key tool for fast processing and decision-making applied to smart city applications and next-generation IoT devices, which require ML to satisfy their working objective. Machine learning has become a common subject to all people like engineers, doctors, pharmacy companies, and business people. The book addresses the problem and new algorithms, their accuracy, and their fitness ratio for existing real-time problems. Machine Learning Paradigm for Internet of Thing Applications provides the state-of-the-art applications of machine learning in an IoT environment. The most common use cases for machine learning and IoT data are predictive maintenance, followed by analyzing CCTV surveillance, smart home applications, smart-healthcare, in-store ‘contextualized marketing’, and intelligent transportation systems. Readers will gain an insight into the integration of machine learning with IoT in these various application domains.
| Author | : Xicheng Lu |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 1321 |
| Release | : 2005-07-20 |
| Genre | : Computers |
| ISBN | : 3540281029 |
Download Networking And Mobile Computing Book in PDF, ePub and Kindle
Welcome to Zhangjiajie for the 3rd International Conference on Computer Network and Mobile Computing (ICCNMC 2005). We are currently witnessing a proliferation in mobile/wireless technologies and applications. However, these new technologies have ushered in unprecedented challenges for the research community across the range of networking, mobile computing, network security and wireless web applications, and optical network topics. ICCNMC 2005 was sponsored by the China Computer Federation, in cooperation with the Institute for Electrical and Electronics Engineers (IEEE) Computer Society. The objective of this conference was to address and capture highly innovative and stateof-the-art research and work in the networks and mobile computing industries. ICCNMC 2005 allowed sharing of the underlying theories and applications, and the establishment of new and long-term collaborative channels aimed at developing innovative concepts and solutions geared to future markets. The highly positive response to ICCNMC 2001 and ICCNMC 2003, held in Beijing and Shanghai, respectively, encouraged us to continue this international event. In its third year, ICCNMC 2005 continued to provide a forum for researchers, professionals, and industrial practitioners from around the world to report on new advances in computer network and mobile computing, as well as to identify issues and directions for research and development in the new era of evolving technologies.
| Author | : Alor-Hernández, Giner |
| Publisher | : IGI Global |
| Total Pages | : 367 |
| Release | : 2014-09-30 |
| Genre | : Computers |
| ISBN | : 146666438X |
Download Frameworks, Methodologies, and Tools for Developing Rich Internet Applications Book in PDF, ePub and Kindle
Technological advances in the field of IT lead to the creation of new programs intended to merge the advantages of desktop-based programs with the advantages of Web-based programs in order to increase user accessibility and provide effective computer performance. Frameworks, Methodologies, and Tools for Developing Rich Internet Applications presents current research and analysis on the use of JavaScript and software development to establish new programs intended for the Web. With an in-depth look at computer and Web programming, this publication emphasizes the benefits and dynamic qualities of these emerging technologies. This book is an essential reference source for academicians, researchers, students, practitioners, and professionals interested in understanding and applying the advances in the combined fields of Web engineering and desktop programming in order to increase computer users visual experience and interactivity.
| Author | : Qi Liu |
| Publisher | : Springer |
| Total Pages | : 968 |
| Release | : 2019-04-16 |
| Genre | : Computers |
| ISBN | : 9783030146795 |
Download The 8th International Conference on Computer Engineering and Networks (CENet2018) Book in PDF, ePub and Kindle
This book examines innovation in the fields of computer engineering and networking, and explores important, state-of-the-art developments in areas such as artificial intelligence, machine learning, information analysis and communication. It gathers papers presented at the 8th International Conference on Computer Engineering and Networks (CENet2018), held in Shanghai, China on August 17–19, 2018. • Explores emerging topics in computer engineering and networking, along with their applications • Discusses how to improve productivity by using the latest advanced technologies • Examines innovation in the fields of computer engineering and networking
| Author | : Tripathy, B.K. |
| Publisher | : IGI Global |
| Total Pages | : 405 |
| Release | : 2013-12-31 |
| Genre | : Computers |
| ISBN | : 1466649410 |
Download Advances in Secure Computing, Internet Services, and Applications Book in PDF, ePub and Kindle
Technological advancements have extracted a vast amount of useful knowledge and information for applications and services. These developments have evoked intelligent solutions that have been utilized in efforts to secure this data and avoid potential complex problems. Advances in Secure Computing, Internet Services, and Applications presents current research on the applications of computational intelligence in order to focus on the challenge humans face when securing knowledge and data. This book is a vital reference source for researchers, lecturers, professors, students, and developers, who have interest in secure computing and recent advanced in real life applications.
