*Pakoy* is a fantasy novel that enhances imagination, filled with fun and excitement. I, the author, have just completed writing it in 2024.

This textbook is a consolidation of learning methods which comes in an analytic form. The covered learning methods include classical and advanced solutions to problems of regression, minimum classification error, maximum receiver operating characteristics, bridge regression, ensemble learning and network learning. Both the primal and dual solution forms are discussed for over-and under-determined systems. Such coverage provides an important perspective for handling systems with overwhelmin...

In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions. An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer are randomly generated, while the connections from the hidden layer to the output layer are learned through linear learning methods. The outstanding merits of extreme learning machine (ELM) are it...

The graphic novel adaptations of the #1 New York Times bestselling Wings of Fire series continue to set the world on fire!Peace has come to Pyrrhia... for now.The war between the tribes is finally over, and now the dragonets of the prophecy have a plan for lasting peace: Jade Mountain Academy, a school that will gather dragonets from all the tribes and teach them to live together, perhaps even as friends.Moonwatcher isn't sure how she feels...

The New York Times-bestselling series soars to even greater heights with a new prophecy and five new dragonets ready to claim their destiny!Peace has come to Pyrrhia . . . for now.The war between the tribes is finally over, and now the dragonets of the prophecy have a plan for lasting peace: Jade Mountain Academy, a school that will gather dragonets from all the tribes and teach them to live together, perhaps even as friends.Moonwatcher isn’t sure how she feels about school, howeve...

An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent advances and cutting-edge concepts. Many deep learning texts are crowded wit...

The New York Times and USA Today bestselling series soars to even greater heights with a new prophecy and five new dragonets ready to claim their destiny!The war is over. The false prophecy has been fulfilled. But the dragonets still have enemies. A dark evil, buried for centuries, is stirring.And a young NightWing may have had the first true prophecy in generations . . .Something is coming to shake the earthSomething is coming to scorch the groundJade Mountain wi...

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods ...

Optimization techniques have developed into a significant area concerning industrial, economics, business, and financial systems. With the development of engineering and financial systems, modern optimization has played an important role in service-centered operations and as such has attracted more attention to this field. Meta-heuristic hybrid optimization is a newly development mathematical framework based optimization technique. Designed by logicians, engineers, analysts, and many more,...

The graphic novel adaptations of the #1 New York Times bestselling Wings of Fire series continue to set the world on fire!Three dragons. One unavoidable, unpredictable destiny. This is the beginning...of the end.In the SeaWing kingdom, a young prince learns he is an animus—capable of wonderful magic that comes with a terrible price.In the mind of a NightWing dragonet, a thousand futures unfold—and almost all of them, she knows, lead to disa...

A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and l...

Bio-Inspired Computation and Applications in Image Processing summarizes the latest developments in bio-inspired computation in image processing, focusing on nature-inspired algorithms that are linked with deep learning, such as ant colony optimization, particle swarm optimization, and bat and firefly algorithms that have recently emerged in the field. In addition to documenting state-of-the-art developments, this book also discusses future research trends in bio-inspired computation, help...