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Machine Learning Fundamentals
A coherent introduction to core concepts and deep learning techniques that are critical to academic research and real-world applications.
HISTORY OF THREE KINGDOMS
The Twenty-Four Histories (Chinese: 二十四史) are the Chinese official historical books covering a period from 3000 BC to the Ming dynasty in the 17th century. The Han dynasty official Sima Qian established many of the conventions of the genre. Starting with the Tang dynasty, each dynasty established an official office to write the history of its predecessor using official court records. As fixed and edited in the Qing dynasty, the whole set contains 3213 volumes and about 40 million words. It is considered one of the most important sources on Chinese history and culture. The title "Twenty-Four Histories" dates from 1775 which was the 40th year in the reign of the Qianlong Emperor. This ...
Reform and Opening Up
This is Part 8 of the book entitled "The Revival of China". The full book is about the revival of China in the 20th century and the first decade of the 21st century. This part of the book records how DENG Xiao-ping pushed for reform and opening up along the socialist road with Chinese characters. It covers how HUA Guo-feng dealt with the problem of “the gang of four”, how HU Yao-bang push for the discussion on “practice is the only criterion for checking the correctness of a theory” and for rehabilitation of unjust verdicts in the past, the June 4th incident, the JIANG Ze-ming’s era and the HU Jing-tao’s era.
Speaking of Epidemics in Chinese Medicine
"This book is the biography of a Chinese disease. Born in antiquity and reaching maturity during the epidemics that swept China during the seventeenth-century collapse of the Ming dynasty, the ancient notion of wenbing Warm diseases continued to play a role even in the response of Traditional Chinese Medicine to the outbreak of SARS in 2002-3. By following wenbing from its birth to maturity and even life in modern times this book approaches the history of Chinese medicine from a new angle. It explores the possibility of replacing older narratives that stress progress and linear development with accounts that pay attention to geographic, intellectual, and cultural diversity. By doing so it integrates the history of Chinese medicine into broader historical studies in a way that has not so far been attempted, and addresses the concerns of a readership much wider than that of Chinese medicine specialists"--Provided by publisher.
Robust Speech
This book on Robust Speech Recognition and Understanding brings together many different aspects of the current research on automatic speech recognition and language understanding. The first four chapters address the task of voice activity detection which is considered an important issue for all speech recognition systems. The next chapters give several extensions to state-of-the-art HMM methods. Furthermore, a number of chapters particularly address the task of robust ASR under noisy conditions. Two chapters on the automatic recognition of a speaker's emotional state highlight the importance of natural speech understanding and interpretation in voice-driven systems. The last chapters of the book address the application of conversational systems on robots, as well as the autonomous acquisition of vocalization skills.
Computational Intelligence
This is the proceedings of the International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 2006. The book presents 165 revised full papers, carefully chosen and reviewed, organized in topical sections on fuzzy systems, fuzzy-neuro-evolutionary hybrids, supervised, unsupervised and reinforcement learning, intelligent agent and Web applications, intelligent fault diagnosis, natural language processing and expert systems, natural language human-machine interface using artificial neural networks, and intelligent financial engineering.
Optimization Algorithms
This book covers state-of-the-art optimization methods and their applications in wide range especially for researchers and practitioners who wish to improve their knowledge in this field. It consists of 13 chapters divided into two parts: (I) Engineering applications, which presents some new applications of different methods, and (II) Applications in various areas, where recent contributions of state-of-the-art optimization methods to diverse fields are presented.
