English
资源说明：Enterprise Process Management Systems: Engineering Process-Centric Enterprise Systems using BPMN 2.0
By 作者: Vivek Kale
ISBN-10 书号: 1498755925
ISBN-13 书号: 9781498755924
Edition 版本: 1
出版日期: 2018-10-24
pages 页数: (477)
Contents
Foreword
Preface
Acknowledgments
1. Words and languages, numbers and information
2. Natural language processing-From rules to statistics
3. Statistical language model
4. Word segmentation
5. Hidden Markov model
6. Quantifying information
7. Jelinek and modern language processing
8. Boolean algebra and search engines
9. Graph theory and web crawlers
10. PageRank Google’s democratic ranking technology
11. Relevance in web search
12. Finite state machines and dynamic programming:
Navigation in Google Maps
13. Google’s AK-47 designer, Dr. Amit Singhal
14. Cosines and news classification
15. Solving classification problems in text processing
with matrices
16. Information fingerprinting and its application
17. Thoughts inspired by the Chinese TV series Plot: The
mathematical principles of cryptography
18. Not all that glitters is gold: Search engine’s
anti-SPAM problem and search result authoritativeness
question
19. Discussion on the importance of mathematical
models
20. Don’t put all your eggs in one basket: The principle
of maximum entropy
21. Mathematical principles of Chinese input method
editors
22. Bloom filters
23. Bayesian network Extension of Markov chain
24. Conditional random fields, syntactic parsing, and
more
25. Andrew Viterbi and the Viterbi algorithm
26. God’s algorithm: The expectation-maximization
algorithm
27. Logistic regression and web search advertisement
28. Google Brain and artificial neural networks
29. The power of big data
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