remote sensing advanced techniques and platforms ed by boris escalante ramirez

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Neural Networks

Author : Simon Haykin
ISBN : 0139083855
Genre : Computers
File Size : 81. 24 MB
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Renowned for its thoroughness and readability, this well-organized and completely up-to-date text remains the most comprehensive treatment of neural networks from an engineering perspective. Thoroughly revised. *NEW-New chapters now cover such areas as: - Support vector machines. - Reinforcement learning/neurodynamic programming. - Dynamically driven recurrent networks. *NEW-End-of-chapter problems revised, improved and expanded in number. Detailed solutions manual to accompany the text. *Extensive, state-of-the-art coverage exposes students to the many facets of neural networks and helps them appreciate the technologys capabilities and potential applications. *Detailed analysis of back-propagation learning and multi-layer perceptrons. *Explores the intricacies of the learning process-an essential component for understanding neural networks. *Considers recurrent networks, such as Hopfield networks, Boltzmann machines, and meanfield theory machines, as well as modular networks, temporal processing, and neurodynamics. *Integrates computer experiments throughout, giving students the opportunity to see how neural networks are designed and perform in practice. *Reinforces key concepts w

Introduction To Data Mining

Author : Pang-Ning Tan
ISBN : 0133128903
Genre : Computers
File Size : 84. 56 MB
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'Introduction to Data Mining' presents fundamental concepts and algorithms for those learning data mining. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

Microwave Engineering

Author : Ahmad Shahid Khan
ISBN : 9781466591417
Genre : Technology & Engineering
File Size : 29. 70 MB
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Detailing the active and passive aspects of microwaves, Microwave Engineering: Concepts and Fundamentals covers everything from wave propagation to reflection and refraction, guided waves, and transmission lines, providing a comprehensive understanding of the underlying principles at the core of microwave engineering. This encyclopedic text not only encompasses nearly all facets of microwave engineering, but also gives all topics—including microwave generation, measurement, and processing—equal emphasis. Packed with illustrations to aid in comprehension, the book: Describes the mathematical theory of waveguides and ferrite devices, devoting an entire chapter to the Smith chart and its applications Discusses different types of microwave components, antennas, tubes, transistors, diodes, and parametric devices Examines various attributes of cavity resonators, semiconductor and RF/microwave devices, and microwave integrated circuits Addresses scattering parameters and their properties, as well as planar structures including striplines and microstrips Considers the limitations of conventional tubes, behavior of charged particles in different fields, and the concept of velocity modulation Based on the author’s own class notes, Microwave Engineering: Concepts and Fundamentals consists of 16 chapters featuring homework problems, references, and numerical examples. PowerPoint® slides and MATLAB®-based solutions are available with qualifying course adoption.

Reinforcement Learning

Author : Richard S. Sutton
ISBN : 0262193981
Genre : Computers
File Size : 67. 7 MB
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An account of key ideas and algorithms in reinforcement learning. The discussion ranges from the history of the field's intellectual foundations to recent developments and applications. Areas studied include reinforcement learning problems in terms of Markov decision problems and solution methods.

Machine Learning

Author : Tom M. Mitchell
ISBN : 0071154671
Genre : Algorithmes
File Size : 30. 38 MB
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This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level undergraduate and introductory level graduate courses in machine learning.

Algorithms For Clustering Data

Author : Anil K. Jain
ISBN : UOM:39015040323555
Genre : Mathematics
File Size : 72. 10 MB
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Renewable Energy

Author : Godfrey Boyle
ISBN : 0199545332
Genre : Business & Economics
File Size : 40. 61 MB
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Examines the practical and economic potential of renewable energy sources to provide sustainable energy. The underlying physical and technological principles of these sources are examined within the context of their environmental impacts, economics and future prospects.

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