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This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated interactions with their users and the working environments. The authors present the latest developments and techniques for building such continual learning dialogue systems. The book explains how these developments allow systems to continuously l...

This book offers a panoramic view of the theories and practice of convergent journalism in Chinese media, introducing concepts, subjects and processes, and elaborating on the various component media deployed.

Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences and social sciences due to its importance to b...

Lifelong Machine Learning, Second Edition is an introduction to an advanced machine learning paradigm that continuously learns by accumulating past knowledge that it then uses in future learning and problem solving. In contrast, the current dominant machine learning paradigm learns in isolation: given a training dataset, it runs a machine learning algorithm on the dataset to produce a model that is then used in its intended application. It mak...

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Sustainable Crop Productivity and Quality under Climate Change: Responses of Crop Plants to Climate Change explores the physiological, biochemical and molecular bases of the responses of major crop plants to a range of climate change scenarios, including the development of climate resilience crop varieties that lead to enhanced crop productivity and quality under stressful conditions. The book presents a much-needed mechanistic understanding o...

This book offers a panoramic view of the theories and practice of convergent journalism in Chinese media, introducing concepts, subjects and processes, and elaborating on the various component media deployed.

Sentiment analysis is the computational study of people's opinions, emotions, and attitudes. This comprehensive introduction covers all core areas useful for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. The second edition includes new deep learning analysis methods.

This book carries on the ideal of providing a systematic exposition of the logistics development in China to the English-reading community at large in the spirit of the four predecessor volumes, published in previous years.  This book is the fifth volume in a series entitled "Contemporary Logistics in China", authored by the researchers in Logistics Center at Nankai University. Specially, the opening chapter of this book presents a synopsis of...

Excerpt from Eigenmodes and the Composite Quality Factor of a Reverberating ChamberThere is increasing interest in devetoping newer emi/emc measurement techniques by utilizing another kind of test fie, namely that of a uniformly homogenous and isotropic field within a Tocal region inside a meta] enclo sure. The mode-stirred or mode-tuned reverberating chambers have been intro duced [3-12, 17, 21, 22, 26] to meet this demand. The isotation from...

Excerpt from Eigenmodes and the Composite Quality Factor of a Reverberating ChamberThere is increasing interest in devetoping newer emi/emc measurement techniques by utilizing another kind of test fie, namely that of a uniformly homogenous and isotropic field within a Tocal region inside a meta] enclo sure. The mode-stirred or mode-tuned reverberating chambers have been intro duced [3-12, 17, 21, 22, 26] to meet this demand. The isotation from...

While logistics has caught on as a vital component in China’s national development plan, both government agencies at all levels and various types of enterprises have put considerable effort into propelling logistics to a new height.  Recent logistics developments in China have witnessed a scene of significant boom dotted with few sporadic dips. This book, the third volume in the series on “Contemporary Logistics in China, ” is a must-read publ...

Driven by decades of steady economic growth in China, logistics has now taken center stage in the nation’s development plan, and both infrastructural construction and operations systems have been improved to propel logistics into a new era. This book, the second volume of the series on “Contemporary Logistics in China, ” is a “just-in-time” publication which introduces readers to the logistics development in China for this pivotal period. The ...

Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semi-structured and unstructured nature of the Web data. The field has also developed many of its own algorithms and techniques. Liu has written a comprehensive text on Web mining, which consists o...

In Fednet, there are two approaches for providing the services. One is overlay and the other is proxy-based. Each of the approaches has the advantages and drawbacks. To trade off between these two approaches, we propose a new scheme, which can make the way of service provisioning in Fednet flexible and adaptable to the changing environment and the user's preference. Some modules are designed in the Fednet agent (FA), Fednet manager (FM) and th...

Quantitative modeling of biopathway dynamics is crucial to the system-level understanding of cellular functions and behavior. Currently, a common method of representing bio-pathways is through a system of ordinary differential equations (ODEs). However, calibrating and analyzing large ODE-based pathway models often requires a large number of numerical simulations. To address this issue, this book presents a probabilistic approximation approach...

Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences and social sciences due to its importance to b...

Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semi-structured and unstructured nature of the Web data. The field has also developed many of its own algorithms and techniques. Liu has written a comprehensive text on Web mining, which consists o...

This book gives a systematic exposition of China's logistics development to the English-reading community. The ultimate goal of the book is to present a timely portrayal of China's logistics market growth and the evolution status of China's logistics industry. Being the fourth volume of the "Contemporary Logistics in China", the book strives to offer in-depth analysis on some hot issues and dilemmas amid the on going dynamic and multi-faceted ...

This book carries on the ideal of providing a systematic exposition of the logistics development in China to the English-reading community at large in the spirit of the four predecessor volumes, published in previous years.  This book is the fifth volume in a series entitled "Contemporary Logistics in China", authored by the researchers in Logistics Center at Nankai University. Specially, the opening chapter of this book presents a synopsis of...