Deep learning and transformers’ methods applied to remotely captured data

The areas of machine learning and deep learning have experienced impressive progress in recent years. This progress has mainly been driven by the availability of high processing performance at an affordable cost and a large quantity of data. Most state-of-the-art techniques today are based on deep neural networks or the more recently proposed transformers. This progress has sparked innovations …

Applied mathematics and machine learning

The simultaneous availability of large datasets and high-performance computing capability in recent years has enabled the rapid development of powerful machine learning algorithms. On the one hand, state-of-the-art machine learning techniques have transformed many areas of science and engineering; on the other hand, theoretical discoveries in mathematical algorithms, differential equations, and…

Artificial intelligence and deep learning in sensors and applications

The aim of this reprint is to address increasingly complex human problems by utilizing various sensors to collect data, enabling the formulation of solutions through deep learning and artificial intelligence (AI). This trend creates a high demand for sensors while presenting new challenges in developing sensor devices and applications across various fields, such as healthcare, manufacturing, ag…

Deep learning applications with practical measured results in electronics ind…

This book collects 14 articles from the Special Issue entitled “Deep Learning Applications with Practical Measured Results in Electronics Industries” of Electronics. Topics covered in this Issue include four main parts: (1) environmental information analyses and predictions, (2) unmanned aerial vehicle (UAV) and object tracking applications, (3) measurement and denoising techniques, and (4)…

Catastrophes, confrontations, and constraints: how disasters shape the dynami…

Armed conflict and natural disasters have plagued the twenty-first century. Not since the end of World War II has the number of armed conflicts been higher. At the same time, natural disasters have increased in frequency and intensity over the past two decades, their impacts worsened by climate change, urbanization, and persistent social and economic inequalities. Providing the first comprehens…

Phoenix complex: a philosophy of nature

Global crises, from melting Arctic ice to ecosystem collapse and the sixth mass extinction, challenge our age-old belief in nature as a phoenix with an infinite ability to regenerate itself from the ashes of destruction. Moving from antiquity to the present and back, Michael Marder provides an integrated examination of philosophies of nature drawn from traditions around the world to illuminate …

UNESCO Framework for Culture and Arts Education: Implementation guidance

Edition

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ISBN/ISSN

9789231007934

Collation

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Series Title

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Call Number

375.0087 UNE u

Effective altruism and the human mind: the clash between impact and intuition

Effective Altruism and the Human Mind explains why people often don’t choose the most effective strategies to help others and shows what can be done to change that. Many people are looking to make the world a better place, for instance, through donations or volunteering. But even though some strategies for doing good (e.g., some charities) are much more effective than the alternatives, most p…

Science of college: Navigating the First Year and Beyond

This book aids entering college students - and the people who support college students - in navigating college successfully. In an environment of information overload, where bad advice abounds, this book offers readers practical tips and guidance. The up-to-date recommendations in this book are based upon real students, sound social science research, and the collective experiences of faculty, l…

Introduction to human-computer interaction

This book goes through the whole cycle of HCI design and implementation and explains the core and basic HCI concepts behind each step.\r\nThe book uses an interface for an actual Android app, designed and evaluated from the ground up, as a concrete example. Understandable to\r\nthose with minimal programming knowledge, the book provides readers with a basic working knowledge of HCI oriented sof…