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Satellite Image Analysis: Clustering and Classification (SpringerBriefs in Applied Sciences and Technology)

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Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essential geographical information. Highly accurate automatic classification and decision support systems can facilitate the efforts of data analysts, reduce human error, and allow the rapid and rigorous analysis of land use and land cover information. Integrating Machine Learning (ML) technology with the human visual psychometric can help meet geologists’ demands for more efficient and higher-quality classification in real time. 

This book introduces readers to key concepts, methods and models for satellite image analysis; highlights state-of-the-art classification and clustering techniques; discusses recent developments and remaining challenges; and addresses various applications, making it a valuable asset for engineers, data analysts and researchers in the fields of geographic information systems and remote sensing engineering.

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The Wiley Handbook of Problem-Based Learning (Wiley Handbooks in Education)
The Wiley Handbook of Problem-Based Learning (Wiley Handbooks in Education)

The first book to offer an in-depth exploration of the topic of problem-based learning with contributions from international experts

The Wiley Handbook of Problem-Based Learning is the first book of its kind to present a collection of original essays that integrate the research and practice of...

Fundamentals of Probability: With Stochastic Processes
Fundamentals of Probability: With Stochastic Processes

"The 4th edition of Ghahramani's book is replete with intriguing historical notes, insightful comments, and well-selected examples/exercises that, together, capture much of the essence of probability. Along with its Companion Website, the book is suitable as a primary resource for a first course in probability. Moreover, it...

Problems on Partial Differential Equations (Problem Books in Mathematics)
Problems on Partial Differential Equations (Problem Books in Mathematics)

This book covers a diverse range of topics in Mathematical Physics, linear and nonlinear PDEs. Though the text reflects the classical theory, the main emphasis is on introducing readers to the latest developments based on the notions of weak solutions and Sobolev spaces.

In numerous problems, the student is asked to...


Engineering Research Methodology: A Practical Insight for Researchers (Intelligent Systems Reference Library)
Engineering Research Methodology: A Practical Insight for Researchers (Intelligent Systems Reference Library)

The book covers all the important aspects of research methodology, and addresses the specific requirements of engineering students, such as methods and tools, in detail. It also discusses effective research in engineering today, which requires the ability to undertake literature reviews utilizing different online databases, to...

Java in Two Semesters: Featuring JavaFX (Texts in Computer Science)
Java in Two Semesters: Featuring JavaFX (Texts in Computer Science)

This easy-to-follow textbook teaches Java programming from first principles, as well as covering design and testing methodologies. The text is divided into two parts. Each part supports a one-semester module, the first part addressing fundamental programming concepts, and the second part building on this foundation, teaching the...

Practical R for Mass Communication and Journalism (Chapman & Hall/CRC The R Series)
Practical R for Mass Communication and Journalism (Chapman & Hall/CRC The R Series)
Imagine you’ve received a large spreadsheet with messy but important data, and you know it’s got a story to tell. You spend lots of time cutting and pasting, writing formulas, and data “cleaning.” One problem you’re fixing is multiple versions of the same company’s name: XYZ, XYZ Inc., X...
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