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This book examines the recent trend of extending data dependencies to adapt to rich data types in order to address variety and veracity issues in big data. Readers will be guided through the full range of rich data types where data dependencies have been successfully applied, including categorical data with equality relationships, heterogeneous data with similarity relationships, numerical data with order relationships, sequential data with ti...

This book systematically introduces readers to the theory of deep learning and explores its practical applications based on the MindSpore AI computing framework. Divided into 14 chapters, the book covers deep learning, deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), unsupervised learning, deep reinforcement learning, automated machine learning, device-cloud collaboration, deep learning visua...

gao pin mai chong guan zhi leng ji leng duan wu yun dong bu jian ti ji xiao chang shou ming deng you dian shi qi zai kong jian ying yong deng ling yu ju you zhong yao zuo yong jin nian lai de dao le fei su fa zhan mai chong guan zhi leng ji tong guo nei bu qi ti de jiao bian liu dong chan sheng zhi leng xiao ying qi zhi leng xing neng yu nei bu qi ti de xiang wei guan xi mi qie xiang guan bu tong de xiang wei guan xi dui ying yu qi ti de re li...

Seit sechs Jahren sucht Guan Ning verzweifelt nach seiner Tochter, die als Kleinkind von Menschenhändlern entführt worden ist. Gleichzeitig plagen ihn aber auch seltsame Alpträume von einer mittelalterlichen Stadt in einer Welt voller Magie, die vom grausamen Lord Feuermähne beherrscht wird und dem jungen Helden Kongwen, der sich dem Tyrannen entgegenstellt. Doch was Guan Ning nicht weiß: An der Geschichte aus seinen Träumen schreibt parallel ...

This collection addresses the pressing needs for sustainable technologies with reduced energy consumption and environmental pollutions and the development and application of alternative sustainable energy to maintain a green environment and efficient and long-lasting energy supply. Contributors represent both industry and academia and focus on new and efficient energy technologies including innovative ore beneficiation, smelting technologies, ...

This collection addresses the pressing needs for sustainable technologies with reduced energy consumption and environmental pollutions and the development and application of alternative sustainable energy to maintain a green environment and efficient and long-lasting energy supply. Contributors represent both industry and academia and focus on new and efficient energy technologies including innovative ore beneficiation, smelting technologies, ...

In order to accurately evaluate the enhancement effect of Japanese prawn, Chinese prawn and redfin puffer, it is required to collect such biological data such as recapture rate, body length and weight of released organisms. In the report, it explored the operation method for VIE tagging.The results showed that VIE tag had no significant effect on survival and growth rate of releasing creatures of the Northern Yellow Sea,  and it was easy to id...

zai zhong guo ren you tu si you cai you heng chan zhe you heng xin gen shen di gu de chuan tong guan nian xia fang di chan bu zhi shi zhe feng bi yu an shen li ming de sheng huo kong jian tong shi bei shi wei zhi chan bao zhi yu chuang jia zeng zhi de tou zi shang pin zai tai wan jing ji fa zhan shang fang di chan ye shi zhong ban yan zhu huo che tou de zhong yao jiao se tong shi ye dai dong le xiang guan chan ye zhi peng bo fa zhan zai yi wan...

This book constitutes the refereed proceedings of the 5th China Conference on Knowledge Graph and Semantic Computing, CCKS 2020, held in Nanchang, China, in November 2020. The 26 revised full papers presented were carefully reviewed and selected from 173 submissions. The papers are organized in topical sections on ¿knowledge extraction: lexical and entity, knowledge extraction: relation, knowledge extraction: event, knowledge applications: qu...

This book systematically introduces readers to the theory of deep learning and explores its practical applications based on the MindSpore AI computing framework. Divided into 14 chapters, the book covers deep learning, deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), unsupervised learning, deep reinforcement learning, automated machine learning, device-cloud collaboration, deep learning visua...

This book introduces readers to the main theories of phytoremediation and its application to arsenic-contaminated soils in China. The hyperaccumulation theories are introduced, including the use of hyperaccumulators to remove large amounts of arsenic without producing toxic symptoms. The use of synchrotron-based X-ray absorption fine structure radiation to disclose the hyperaccumulation mechanism - a method that makes it possible to detect the...

The book discusses superconducting fault current limiters and their applications in power systems, exploring the principles, simulations and engineering practices, but focusing on systematic applications in traditional and renewable power systems. It provides in-depth studies on a number of major topics such as architecture of superconducting fault current limiter, device design, parameter optimization, prototype testing, co-ordination control...

China has no special condominium statute in spite of a fast-growing real estate market and the increasing popularity of condominiums. Even though apartments are the dominant form of housing in China, they are still poorly regulated. In the 1990s, while condominium ownership was increasingly important due to the privatization of former public housing, obtaining a private title to an apartment usually proceeded without a proper legislative and i...

This book introduces readers to the application of orbital data on space objects in the contexts of conjunction assessment and space situation analysis, including theories and methodologies. It addresses the main topics involved in space object conjunction assessment, such as: orbital error analysis of space objects, close approach analysis, the calculation, analysis and application of collision probability, and the comprehensive assessment of...

This two -volume set, LNCS 10366 and 10367, constitutes the thoroughly refereed proceedings of the First International Joint Conference, APWeb-WAIM 2017, held in Beijing, China in July 2017.The 44 full papers presented together with 32 short papers and 10 demonstrations papers were carefully reviewed and selected from 240 submissions. The papers are organized around the following topics: spatial data processing and data quality, graph data pro...

In a unique and systematic way, this book discusses the security and privacy aspects of the cloud, and the relevant cloud forensics Cloud computing is an emerging yet revolutionary technology that has been changing the way people live and work. However, with the continuous growth of cloud computing and related services, security and privacy has become a critical issue. Written by some of the top experts in the field, this book specifically di...

Due to measurement errors, transmission lost, or injected noise for privacy protection, uncertainty exists in the data of many real applications. However, query processing techniques for deterministic data cannot be directly applied to uncertain data because they do not have mechanisms to handle data uncertainty. Therefore, efficient and effective manipulation of uncertain data is a practical yet challenging research topic. In this book, we st...

This book is a compilation of selected speeches and articles from China's Minister of Water Resources, Chen Lei, which were delivered and published from February 2008 onwards. These speeches and articles reflect Minister Chen Lei's ideas about how to manage water resources in a vast and rapidly developing country. The book also sheds light on the prevalent water-related problems in China, the strategies to deal with them and a vision for futur...

Currently, China is drafting its new Civil Code. Against this background, the Chinese legal community has shown a growing interest in various legal and legislative ideas from around the world. Within this context, the present book aims at providing the necessary historical and comparative legal perspectives. It concentrates on substantive private law and civil procedure, both in China and in other jurisdictions. These perspectives are of consi...

As wireless and mobile technologies become more and more prevalent, organizations are starting to invest in developing infrastructure and applications for mobile commerce. This book provides in-depth coverage of the various tools and techniques for developing wireless and mobile applications.