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lgli/基于机器学习和深度学习的技术中的进展.pdf
基于机器学习和深度学习的技术中的进展 🔍
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英语 [en] · 中文 [zh] · PDF · 7.3MB · 2021 · 📘 非小说类图书 · 🚀/lgli/lgrs · Save
描述
As the 4th Industrial Revolution is restructuring human societal organization into, so-called, " Society 5.0 ", the field of Machine Learning (and its sub-field of Deep Learning ) and related technologies is growing continuously and rapidly, developing in both itself and towards applications in many other disciplines. Researchers worldwide aim at incorporating cognitive abilities into machines, such as learning and problem solving. When machines and software systems have been enhanced with Machine Learning/Deep Learning components, they become better and more efficient at performing specific tasks. Consequently, Machine Learning/Deep Learning stands out as a research discipline due to its worldwide pace of growth in both theoretical advances and areas of application, while achieving very high rates of success and promising major impact in science, technology and society.
The book at hand aims at exposing its readers to some of the most significant Advances in Machine Learning/Deep Learning-based Technologies. The book consists of an editorial note and an additional ten (10) chapters, all invited from authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into five parts, namely (i) Machine Learning/Deep Learning in Socializing and Entertainment , (ii) Machine Learning/Deep Learning in Education , (iii) Machine Learning/Deep Learning in Security , (iv) Machine Learning/Deep Learning in Time Series Forecasting , and (v) Machine Learning in Video Coding and Information Extraction .
This research book is directed towards professors, researchers, scientists, engineers and students in Machine Learning/Deep Learning-related disciplines. It is also directed towards readers who come from other disciplines and are interested in becoming versed in some of the most recent Machine Learning/Deep Learning-based technologies. An extensive list of bibliographic references at the end of each chapter guides the readers to probe further into the application areas of interest to them.
备用文件名
lgrsnf/基于机器学习和深度学习的技术中的进展.pdf
备选标题
Advances in Machine Learning/Deep Learning-based Technologies: Selected Papers in Honour of Professor Nikolaos G. Bourbakis – Vol. 2 (Learning and Analytics in Intelligent Systems, 23)
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Advances in Machine Learning/Deep Learning-based Technologies Selected Papers in Honour of Professor Nikolaos G. Bourbakis {u2013} Vol. 2
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Advances in machine learning deep learning-based technologies: selected papers in honour of professor nikolaos g. bourbakis - vol. 2
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Advances in machine learning/deep learning-based technologies. vol. 2 : selected papers in honour of professor Nikolaos G. Bourbakis
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Our Final Invention : Artificial Intelligence and the End of the Human Era
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Democratization of artificial intelligence (AI) for the future of humanity
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Human Learning
备选作者
George A Tsihrintzis; Maria Virvou; Lakhmi C Jain; SpringerLink (Online service)
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George A Tsihrintzis; Maria Virvou; L. C Jain; Nikolaos G Bourbakis
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Tsihrintzis, George A.; Virvou, Maria; Jain, Lakhmi C.
备选作者
Vuppalapati, Chandrasekar
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Chandrasekar Vuppalapati
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Jeanne Ellis Ormrod
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Ormrod, Jeanne
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James Barrat
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Author
备用出版商
Springer International Publishing : Imprint: Springer
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Thomas Dunne Books/St Martin's Press (NY)
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Springer International Publishing AG
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Globe Fearon Educational Publishing
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CRC Press, Taylor & Francis Group
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Springer Nature Switzerland AG
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Tom Doherty Associates, LLC
备用出版商
Taylor & Francis Ltd
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Psychology Press Ltd
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Longman Publishing
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Cengage Gale
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Wadsworth
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Pearson
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Learning and analytics in intelligent systems (Online), 1st ed. 2022, Cham, 2022
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Learning and analytics in intelligent systems, volume 23, Cham, 2022
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Learning and Analytics in Intelligent Systems, 2021
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Open Road Integrated Media, Inc., [N.p.], 2013
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United Kingdom and Ireland, United Kingdom
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CRC Press (Unlimited), Boca Raton, 2021
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United States, United States of America
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First edition., New York State, 2013
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Eighth edition, Hoboken, NJ, 2020
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First edition, Boca Raton, 2021
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Eighth edition, New York, 2020
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Eighth Edition, Boston, 2018
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Springer Nature, Cham, 2021
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Switzerland, Switzerland
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1st ed. 2022, 2021
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9.1.2013, US, 2013
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1, 2021-01-18
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Jan 24, 2019
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1, 20210805
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8, 2019
元数据中的注释
Includes bibliographical references and index.
元数据中的注释
Source title: Human Learning (8th Edition)
备用描述
Artificial Intelligence (ai) Helps Choose What Books You Buy, What Movies You See, And Even Who You Date. It Puts The Smart In Your Smartphone And Soon It Will Drive Your Car. It Makes Most Of The Trades On Wall Street, And Controls Vital Energy, Water, And Transportation Infrastructure. But Artificial Intelligence Can Also Threaten Our Existence. In As Little As A Decade, Ai Could Match And Then Surpass Human Intelligence. Corporations And Government Agencies Are Pouring Billions Into Achieving Ai's Holy Grail -- Human-level Intelligence. Once Ai Has Attained It, Scientists Argue, It Will Have Survival Drives Much Like Our Own. We May Be Forced To Compete With A Rival More Cunning, More Powerful, And More Alien That We Can Imagine. Through Profiles Of Tech Visionaries, Industry Watchdogs, And Groundbreaking Ai Systems, This Book Explores The Perils Of The Heedless Pursuit Of Advanced Ai. Until Now, Human Intelligence Has Had No Rival. Can We Coexist With Beings Whose Intelligence Dwarfs Our Own? And Will They Allow Us To? The Internet Is Usually Considered A Breakthrough In Technological--and Even Social--progress. The Promises That It Holds For Our Future Are Discussed In Terms Of An Utopian Vision--intelligent, Helpful Robots; Enhanced Brain Function; Disease-and-famine Ridding Nanotechnology, And Other Positive Benefits. But There's Another, Rarely Discussed And Far Darker Possibility. As Our Final Invention Argues, We May Be Racing Towards Our Own Annihilation, As The Military, Academia, And Corporate Advances In Artificial Intelligence May Lead To An Uncontrollable New Lifeform Far Smarter And More Powerful Than We Can Imagine. Advanced Artificial Intelligence Might Seem Like A Far-out Science Fiction Story, But It Is Actually Far Closer Than Most Of Us Realize. Bringing Together The Ideas Of Experts In A Thoroughly Accessible Way And Exposing The Dark Side To The Vision Presented In The Singularity Is Near, Our Final Invention Explores How The Convergence Of Current Developments In Technology May Lead To A Catastrophic Outcome Within The Next Few Years-- The Busy Child -- The Two-minute Problem -- Looking Into The Future -- The Hard Way -- Programs That Write Programs -- Four Basic Drives -- The Intelligence Explosion -- The Point Of No Return -- The Law Of Accelerating Returns -- The Singularitarian -- A Hard Takeoff -- The Last Complication -- Unknowable By Nature -- The End Of The Human Era -- The Cyber Ecosystem -- Agi 2.0. James Barrat. Includes Bibliographical References (pages 269-310) And Index.
备用描述
"Artificial Intelligence helps choose what books you buy, what movies you see, and even who you date. It puts the "smart" in your smart phone, it has the run of your house, and soon it will drive your car. It makes most of the trades on Wall Street, and controls vital energy, water, and transportation infrastructure. But Artificial Intelligence can also threaten our existence. Though primitive today, 'intelligent' computer systems double in speed and power each year. In as little as a decade, AI could match and then surpass human intelligence. Corporations and government agencies are pouring billions into achieving AI's Holy Grail -- human-level intelligence. Once AI has attained it, scientists argue, it will have survival drives much like our own. We may be forced to compete with a rival more cunning, more powerful, and more alien than we can imagine. Through profiles of tech visionaries, industry watchdogs, and groundbreaking AI systems, James Barrat's Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with computers whose intelligence dwarfs our own? And more to the point: will they allow us to?"--
"The Internet is usually considered a breakthrough in technological--and even social--progress. The promises that it holds for our future are discussed in terms of an utopian vision--intelligent, helpful robots; enhanced brain function; disease-and-famine ridding nanotechnology, and other positive benefits. But there's another, rarely discussed and far darker possibility. As Our Final Invention argues, we may be racing towards our own annihilation, as the military, academia, and corporate advances in artificial intelligence may lead to an uncontrollable new lifeform far smarter and more powerful than we can imagine. Advanced artificial intelligence might seem like a far-out science fiction story, but it is actually far closer than most of us realize. Bringing together the ideas of experts in a thoroughly accessible way and exposing the dark side to the vision presented in The Singularity is Near, Our Final Invention explores how the convergence of current developments in technology may lead to a catastrophic outcome within the next few years"--
备用描述
Elon Musk named Our Final Invention one of five books everyone should read about the future—a Huffington Post Definitive Tech Book of 2013.Artificial Intelligence helps choose what books you buy, what movies you see, and even who you date. It puts the “smart” in your smartphone and soon it will drive your car. It makes most of the trades on Wall Street, and controls vital energy, water, and transportation infrastructure. But Artificial Intelligence can also threaten our existence.In as little as a decade, AI could match and then surpass human intelligence. Corporations and government agencies are pouring billions into achieving AI's Holy Grail—human-level intelligence. Once AI has attained it, scientists argue, it will have survival drives much like our own. We may be forced to compete with a rival more cunning, more powerful, and more alien than we can imagine.Through profiles of tech visionaries, industry watchdogs, and groundbreaking AI systems, Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with beings whose intelligence dwarfs our own? And will they allow us to?“If you read just one book that makes you confront scary high-tech realities that we'll soon have no choice but to address, make it this one.” —The Washington Post“Science fiction has long explored the implications of humanlike machines (think of Asimov's I, Robot), but Barrat's thoughtful treatment adds a dose of reality.” —Science News“A dark new book... lays out a strong case for why we should be at least a little worried.” —The New Yorker
备用描述
Artificial intelligence (AI) stands out as a transformational technology of the digital age. Its practical applications are growing very rapidly. One of the chief reasons AI applications are attaining prominence, is in its design to learn continuously, from real-world use and experience, and its capability to improve its performance. It is no wonder that the applications of AI span from complex high-technology equipment manufacturing to personalized exclusive recommendations to end-users. Many deployments of AI software, given its continuous learning need, require computation platforms that are resource intense, and have sustained connectivity and perpetual power through central electrical grid.In order to harvest the benefits of AI revolution to all of humanity, traditional AI software development paradigms must be upgraded to function effectively in environments that have resource constraints, small form factor computational devices with limited power, devices with intermittent or no connectivity and/or powered by non-perpetual source or battery power.The aim this book is to prepare current and future software engineering teams with the skills and tools to fully utilize AI capabilities in resource-constrained devices. The book introduces essential AI concepts from the perspectives of full-scale software development with emphasis on creating niche Blue Ocean small form factored computational environment products.
备用描述
"The Internet is usually considered a breakthrough in technological--and even social--progress. The promises that it holds for our future are discussed in terms of an utopian vision--intelligent, helpful robots; enhanced brain function; disease-and-famine ridding nanotechnology, and other positive benefits. But there's another, rarely discussed and far darker possibility. As Our Final Invention argues, we may be racing towards our own annihilation, as the military, academia, and corporate advances in artificial intelligence may lead to an uncontrollable new lifeform far smarter and more powerful than we can imagine. Advanced artificial intelligence might seem like a far-out science fiction story, but it is actually far closer than most of us realize. Bringing together the ideas of experts in a thoroughly accessible way and exposing the dark side to the vision presented in The Singularity is Near, Our Final Invention explores how the convergence of current developments in technology may lead to a catastrophic outcome within the next few years"-- Provided by publisher.
备用描述
In as little as a decade, artificial intelligence could match, then surpass human intelligence. Corporations & government agencies around the world are pouring billions into achieving AIs Holy Grailhuman-level intelligence. Once AI has attained it, scientists argue, it will have survival drives much like our own. We may be forced to compete with a rival more cunning, more powerful & more alien than we can imagine. Thru profiles of tech visionaries, industry watchdogs & groundbreaking AI systems, James Barrat's Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with beings whose intelligence dwarfs our own? Will they allow us to?
备用描述
The book describes development of software for Artificial Intelligence (AI) from the perspective of startups, industry and academia. It will empower the reader to create state of art AI applications that can be deployed for any computation platform (embedded or hand-held).
备用描述
Learning and Analytics in Intelligent Systems
Erscheinungsdatum: 07.08.2021
备用描述
xvi, 534, [90] p. : 25 cm
开源日期
2024-02-25
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