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Towards Extensible and Adaptable Methods in Computing

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Towards Extensible and Adaptable Methods in Computing

Shampa Chakraverty

Edit� par Springer Nature Singapore Nov 2018, 2018

ISBN 10 : 981132347X ISBN 13 : 9789811323478

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book addresses extensible and adaptable computing, a broad range of methods and techniques used to systematically tackle the future growth of systems and respond proactively and seamlessly to change. The book is divided into five main sections: Agile Software Development, Data Management, Web Intelligence, Machine Learning and Computing in Education. These sub-domains of computing work together in mutually complementary ways to build systems and applications that scale well, and which can successfully meet the demands of changing times and contexts. The topics under each track have been carefully selected to highlight certain qualitative aspects of applications and systems, such as scalability, flexibility, integration, efficiency and context awareness. The first section (Agile Software Development) includes six contributions that address related issues, including risk management, test case prioritization and tools, open source software reliability and predicting the change proneness of software. The second section (Data Management) includes discussions on myriad issues, such as extending database caches using solid-state devices, efficient data transmission, healthcare applications and data security. In turn, the third section (Machine Learning) gathers papers that investigate ML algorithms and present their specific applications such as portfolio optimization, disruption classification and outlier detection. The fourth section (Web Intelligence) covers emerging applications such as metaphor detection, language identification and sentiment analysis, and brings to the fore web security issues such as fraud detection and trust/reputation systems. In closing, the fifth section (Computing in Education) focuses on various aspects of computer-aided pedagogical methods. 428 pp. Englisch. N� de r�f. du vendeur 9789811323478

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Towards Extensible and Adaptable Methods in Computing

Chakraverty, Shampa|Goel, Anil|Misra, Sanjay

Edit� par Springer Singapore, 2018

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Is divided into five extensive sections including Agile Software Development, Data Management, Web Intelligence, Machine Learning and Computing in Education Includes a special section highlighting adaptable methods in education with chapters focus. N� de r�f. du vendeur 237252624

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Towards Extensible and Adaptable Methods in Computing

Shampa Chakraverty

Edit� par Springer Nature Singapore, Springer Nature Singapore, 2018

ISBN 10 : 981132347X ISBN 13 : 9789811323478

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book addresses extensible and adaptable computing, a broad range of methods and techniques used to systematically tackle the future growth of systems and respond proactively and seamlessly to change. The book is divided into five main sections: Agile Software Development, Data Management, Web Intelligence, Machine Learning and Computing in Education. These sub-domains of computing work together in mutually complementary ways to build systems and applications that scale well, and which can successfully meet the demands of changing times and contexts. The topics under each track have been carefully selected to highlight certain qualitative aspects of applications and systems, such as scalability, flexibility, integration, efficiency and context awareness. The first section (Agile Software Development) includes six contributions that address related issues, including risk management, test case prioritization and tools, open source software reliability and predicting the change proneness of software. The second section (Data Management) includes discussions on myriad issues, such as extending database caches using solid-state devices, efficient data transmission, healthcare applications and data security. In turn, the third section (Machine Learning) gathers papers that investigate ML algorithms and present their specific applications such as portfolio optimization, disruption classification and outlier detection. The fourth section (Web Intelligence) covers emerging applications such as metaphor detection, language identification and sentiment analysis, and brings to the fore web security issues such as fraud detection and trust/reputation systems. In closing, the fifth section (Computing in Education) focuses on various aspects of computer-aided pedagogical methods. N� de r�f. du vendeur 9789811323478

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