The.Hottest

Shun-Zheng Yu ... 208 pages - AmazonSIN: B017A382CC ... Language: English - Publisher: Elsevier; (October, 2015).


Hidden semi-Markov models (HSMMs) are among the most important models in the area of artificial intelligence / machine learning. Since the first HSMM was introduced in 1980 for machine recognition of speech, three other HSMMs have been proposed, with various definitions of duration and observation distributions. Those models have different expressions, algorithms, computational complexities, and applicable areas, without explicitly interchangeable forms. Hidden Semi-Markov Models: Theory, Algorithms and Applications provides a unified and foundational approach to HSMMs, including various HSMMs (such as the explicit duration, variable transition, and residential time of HSMMs), inference and estimation algorithms, implementation methods and application instances. Learn new developments and state-of-the-art emerging topics as they relate to HSMMs, presented with examples drawn from medicine, engineering and computer science.

Discusses the latest developments and emerging topics in the field of HSMMs + Includes a description of applications in various areas including, Human Activity Recognition, Handwriting Recognition, Network + Traffic Characterization and Anomaly Detection, and Functional MRI Brain Mapping. + Shows how to master the basic techniques needed for using HSMMs and how to apply them.

David R. Westhead, M. S. Vijayabaskar ... 231 pages - ISBN-13: 978-1493967513 ... Publisher: Humana; (February, 2017) - Language: English - AmazonSIN: 1493967517.


This volume aims to provide a new perspective on the broader usage of Hidden Markov Models (HMMs) in biology. Hidden Markov Models: Methods and Protocols guides readers through chapters on biological systems; ranging from single biomolecule, cellular level, and to organism level and the use of HMMs in unravelling the complex mechanisms that govern these complex systems. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. 

Authoritative and practical, Hidden Markov Models: Methods and Protocols aims to demonstrate the impact of HMM in biology and inspire new research.

Martin Rogers ... 296 pages - Publisher: Wiley-Blackwell; (June, 2008) ... Language: English - AmazonSIN: B000VZSR8G.

This book provides an introduction to highway engineering for students on degree and diploma courses in civil engineering. It moves in a logical sequence from the planning and economic justification for a highway, through the geometric design and traffic analysis of highway links and intersections, to the design and maintenance of both flexible and rigid pavements.

Existing texts have tended to concentrate purely on highway planning and analysis, or on pavement design and maintenance aspects of highway engineering. As a result, the standard has tended to be too advanced for students studying the subject for the first time. This textbook covers the basic ground in both areas. It features worked examples and case studies as an aid to understanding individual topics and aims to provide the student with a solid, practically based foundation for the topic of highway engineering, thus providing a gateway to the more advanced and specialised texts.

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