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Cloud-Based Remote Sensing with Google Earth Engine
This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants. …
- Edition
- 1
- ISBN/ISSN
- 978-3-031-26588-4
- Collation
- XXI, 1226
- Series Title
- -
- Call Number
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Augmented Reality for Engineering Graphics
This open access book offers a timely snapshot of Augmented Reality (AR) technology, with an emphasis on its application within the mechanical and manufacturing engineering domains, for both educational and industrial purposes. Reporting on the experience of the authors, the book introduces readers to the principles of product design, with an emphasis on modern strategies and approaches for use…
- Edition
- -
- ISBN/ISSN
- 978-3-031-44640-5
- Collation
- XIII, 89
- Series Title
- -
- Call Number
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Neural networks for pattern recognition
"A Bradford book.""Neural Networks for Pattern Recognition takes to a new level the pioneering work in artificial neural networks by Stephen Grossberg and his colleagues. In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Following a tutorial of existing neural networks for pattern classification, Nig…
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- -
- ISBN/ISSN
- 0262290936
- Collation
- 1 online resource (xvii, 413 pages) :illustrations
- Series Title
- -
- Call Number
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Object recognition in man, monkey, and machine
The contributors bring a wide range of methodologies to bear on the common problem of image-based object recognition. These interconnected essays on three-dimensional visual object recognition present cutting-edge research by some of the most creative neuroscientific, cognitive, and computational scientists in the field. Cassandra Moore and Patrick Cavanagh take a classic demonstration, t…
- Edition
- -
- ISBN/ISSN
- 9780262287609
- Collation
- 1 online resource (217 pages) :illustrations.
- Series Title
- -
- Call Number
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Pattern recognition by self-organizing neural networks
Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally important in the fields of cognitive science, neuroscience, artificial intelligence, and neural networks in general. Pattern Recognition by Self-Organizing Neural Networks presents the most recent advances in an area of research that is becoming vitally imp…
- Edition
- -
- ISBN/ISSN
- 9780262269896
- Collation
- 1 online resource (691 pages) :illustrations
- Series Title
- -
- Call Number
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Unsupervised Learning Algorithms
This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous appli…
- Edition
- -
- ISBN/ISSN
- 978-3-319-24211-8
- Collation
- -
- Series Title
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A Hands-On Introduction to Machine Learning
Packed with real-world examples, industry insights and practical activities, this textbook is designed to teach machine learning in a way that is easy to understand and apply. It assumes only a basic knowledge of technology, making it an ideal resource for students and professionals, including those who are new to computer science. All the necessary topics are covered, including supervised and …
- Edition
- -
- ISBN/ISSN
- 9781009122092
- Collation
- -
- Series Title
- -
- Call Number
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Unconventional Computation and Natural Computation 14th International Confer…
This book constitutes the refereed proceedings of the 14th International Conference on Unconventional Computation and Natural Computation, UCNC 2015, held in Auckland, New Zealand, in August/September 2015. The 16 revised full papers were carefully reviewed and selected from 38 submissions. The papers cover a wide range of topics including among others molecular (DNA) computing; quantum computi…
- Edition
- -
- ISBN/ISSN
- 978-3-319-21819-9
- Collation
- -
- Series Title
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Ultra Low Bit-Rate Speech Coding
Ultra Low Bit-Rate Speech Coding" focuses on the specialized topic of speech coding at very low bit-rates of 1 Kbits/sec and less, particularly at the lower ends of this range, down to 100 bps. The authors set forth the fundamental results and trends that form the basis for such ultra low bit-rates to be viable and provide a comprehensive overview of various techniques and systems in literature…
- Edition
- -
- ISBN/ISSN
- 978-1-4939-1341-1
- Collation
- -
- Series Title
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- Call Number
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Type-2 Fuzzy Graphical Models for Pattern Recognition
This book discusses how to combine type-2 fuzzy sets and graphical models to solve a range of real-world pattern recognition problems such as speech recognition, handwritten Chinese character recognition, topic modeling as well as human action recognition. It covers these recent developments while also providing a comprehensive introduction to the fields of type-2 fuzzy sets and graphical model…
- Edition
- -
- ISBN/ISSN
- 978-3-662-44690-4
- Collation
- -
- Series Title
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