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Thoughtful Machine Learning: A Test-Driven Approach
Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive... | | Artificial Intelligence IlluminatedArtificial Intelligence Illuminated presents an overview of the background and history of artificial intelligence, emphasizing its importance in today’s society and potential for the future. The book covers a range of AI techniques, algorithms, and methodologies, including game playing, intelligent agents, machine learning, genetic... | | Depth Map and 3D Imaging Applications: Algorithms and Technologies
This book has three editors, and all of us are involved in image processing and computer vision research.
We have contributed to the 3D imaging research, especially in the field of passive optical 3D shape
recovery methods. Over the last decade, significant progress had been made in 3D imaging research. As
a result, 3D imaging... |
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| | | | Mining Sequential Patterns from Large Data Sets (Advances in Database Systems)The focus of Mining Sequential Patterns from Large Data Sets is on sequential pattern mining. In many applications, such as bioinformatics, web access traces, system utilization logs, etc., the data is naturally in the form of sequences. This information has been of great interest for analyzing the sequential data to find its... |
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Modern Operating Systems (3rd Edition) (GOAL Series)A presentation of the basics of both distributed and single-processor computer systems, this book reflects real-world experience that provides practical, hands- on information in constructing and understanding modern operating systems. This book discusses the key principles of both kinds of systems — including MS- DOS, UNIX, Amoeba, and... | | Fast Transforms Algorithms, Analyses, ApplicationsThis book has grown from notes used by the authors to instruct fast transform classes. One class was sponsored by the Training Department of Rockwell International, and another was sponsored by the Department of Electrical Engineering of The University of Texas at Arlington. Some of the material was also used in a short course sponsored by the... | | Handbook of Wireless Networks and Mobile Computing
The past five decades have witnessed startling advances in computing and communication technologies that were stimulated by the availability of faster, more reliable, and cheaper electronic components. The design of smaller and more powerful devices enabled their mobility, which is rapidly changing the way we compute and communicate. For... |
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