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Product Details 基本信息 ISBN-13 书号 9789811561320 Author 作者 Qamar Usman Format 版本 精装 Pages Number 页数 196页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2020-06-09 Language 语种 英语 Book Contents 内容简介 This book comprehensively covers the topic of data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. This book synthesizes both fundamental and advanced topics of a research area that has now reached maturity. The chapters of this book are organized into three sections:The first section is an introduction to data science. Starting from the basic concepts, the book will highlight the types of data, its use, its importance and issues that are normally faced in data analytics. Followed by discussion on wide range of applications of data science and widely used techniques in data
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Product Details 基本信息 ISBN-13 书号 9783319870847 Author 作者 Muhammad Usman Karim Khan IBM Deutschland Research & Develo Format 版本 平装-胶订 Pages Number 页数 238页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2018-08-18 Language 语种 英语 Book Contents 内容简介 This book provides its readers with the means to implement energy-efficient video systems, by using different optimization approaches at multiple abstraction levels.? The authors evaluate the complete video system with a motive to optimize its different software and hardware components in synergy, increase the throughput-per-watt, and address reliability issues. Subsequently, this book provides algorithmic and architectural enhancements, best practices and deployment models for new video systems, while considering new implementation paradigms of hardware accelerators, parallelism for heterogeneous multi- and many-c
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Product Details 基本信息 ISBN-13 书号 9781522550297 Author 作者 Muhammad Usman Format 版本 精装 Pages Number 页数 125页 Publication Date 出版日期 2018-04-30 Language 语种 英语 Book Contents 内容简介 Data analysis forms the basis of many modes of research ranging from scientific discoveries to governmental findings. With the advent of machine intelligence and neural networks, extracting and modeling, approaching data has been unimpeachably altered. These changes, seemingly small, affect the way societies organize themselves, deliver services, or interact with each other. Predictive Analysis on Large Data for Actionable Knowledge: Emerging Research and Opportunities provides emerging information on extraction and prediction patterns in data mining along with knowledge discovery. While highlighting the current issues in data extraction, readers will learn new methodologies comprising of different algorithms that auto
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Product Details 基本信息 ISBN-13 书号 9783030907235 Author 作者 Juliana Usman Format 版本 平装-胶订 Pages Number 页数 598页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2022-02-16 Language 语种 其它(含多语) Book Contents 内容简介 This book presents cutting-edge research and developments in the field of biomedical engineering, with a special emphasis on achievements by Asian research groups. It covers machine learning and computational modeling methods applied to biomedical and clinical research, advanced methods for biosignal processing and bioimaging, MEMS applications, and advances in biosensors. Further topics include biomechanics, prosthetics, orthotics and tissue engineering. Other related (bio-) engineering applications, such as in ecosystem development, water quality assessment, and material research, are also covered. Gathering the proceedings of the 6th Kuala Lum
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