Understanding Ninety-nine Percent of Artificial Neural Networks PDF Download
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Author: Marcello Bosque
Publisher: iUniverse
ISBN: 0595219969
Category : Neural networks (Computer science)
Languages : en
Pages : 147
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Book Description
Author: Marcello Bosque
Publisher: iUniverse
ISBN: 0595219969
Category : Neural networks (Computer science)
Languages : en
Pages : 147
Get Book Here
Book Description
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Languages : en
Pages : 116
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Book Description
Popular Science gives our readers the information and tools to improve their technology and their world. The core belief that Popular Science and our readers share: The future is going to be better, and science and technology are the driving forces that will help make it better.
Author: Hiran, Kamal Kant
Publisher: IGI Global
ISBN: 1668465205
Category : Business & Economics
Languages : en
Pages : 383
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Book Description
Artificial intelligence (AI) is influencing the future of almost every sector and human being. AI has been the primary driving force behind emerging technologies such as big data, blockchain, robots, and the internet of things (IoT), and it will continue to be a technological innovator for the foreseeable future. New algorithms in AI are changing business processes and deploying AI-based applications in various sectors. The Handbook of Research on AI and Knowledge Engineering for Real-Time Business Intelligence is a comprehensive reference that presents cases and best practices of AI and knowledge engineering applications on business intelligence. Covering topics such as deep learning methods, face recognition, and sentiment analysis, this major reference work is a dynamic resource for business leaders and executives, IT managers, AI scientists, students and educators of higher education, librarians, researchers, and academicians.
Author: Donna L. Hudson
Publisher: John Wiley & Sons
ISBN: 0780334043
Category : Computers
Languages : en
Pages : 337
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Book Description
Using examples drawn from biomedicine and biomedical engineering, this essential reference book brings you comprehensive coverage of all the major techniques currently available to build computer-assisted decision support systems. You will find practical solutions for biomedicine based on current theory and applications of neural networks, artificial intelligence, and other methods for the development of decision aids, including hybrid systems. Neural Networks and Artificial Intelligence for Biomedical Engineering offers students and scientists of biomedical engineering, biomedical informatics, and medical artificial intelligence a deeper understanding of the powerful techniques now in use with a wide range of biomedical applications. Highlighted topics include: Types of neural networks and neural network algorithms Knowledge representation, knowledge acquisition, and reasoning methodologies Chaotic analysis of biomedical time series Genetic algorithms Probability-based systems and fuzzy systems Evaluation and validation of decision support aids
Author: Mohamad H. Hassoun
Publisher: MIT Press
ISBN: 9780262082396
Category : Computers
Languages : en
Pages : 546
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Book Description
A systematic account of artificial neural network paradigms that identifies fundamental concepts and major methodologies. Important results are integrated into the text in order to explain a wide range of existing empirical observations and commonly used heuristics.
Author: Maged Marghany
Publisher: CRC Press
ISBN: 0429629095
Category : Science
Languages : en
Pages : 310
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Book Description
Synthetic Aperture Radar Automatic Detection Algorithms (SARADA) for Oil Spills conveys the pivotal tool required to fully comprehend the advanced algorithms in radar monitoring and detection of oil spills, particularly quantum computing and algorithms as a keystone to comprehending theories and algorithms behind radar imaging and detection of marine pollution. Bridging the gap between modern quantum mechanics and computing detection algorithms of oil spills, this book contains precise theories and techniques for automatic identification of oil spills from SAR measurements. Based on modern quantum physics, the book also includes the novel theory on radar imaging mechanism of oil spills. With the use of precise quantum simulation of trajectory movements of oil spills using a sequence of radar images, this book demonstrates the use of SARADA for contamination by oil spills as a promising novel technique. Key Features: Introduces basic concepts of a radar remote sensing. Fills a gap in the knowledge base of quantum theory and microwave remote sensing. Discusses the important aspects of oil spill imaging in radar data in relation to the quantum theory. Provides recent developments and progresses of automatic detection algorithms of oil spill from radar data. Presents 2-D oil spill radar data in 4-D images.
Author: Alianna J. Maren
Publisher: Academic Press
ISBN: 148326484X
Category : Computers
Languages : en
Pages : 472
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Book Description
Handbook of Neural Computing Applications is a collection of articles that deals with neural networks. Some papers review the biology of neural networks, their type and function (structure, dynamics, and learning) and compare a back-propagating perceptron with a Boltzmann machine, or a Hopfield network with a Brain-State-in-a-Box network. Other papers deal with specific neural network types, and also on selecting, configuring, and implementing neural networks. Other papers address specific applications including neurocontrol for the benefit of control engineers and for neural networks researchers. Other applications involve signal processing, spatio-temporal pattern recognition, medical diagnoses, fault diagnoses, robotics, business, data communications, data compression, and adaptive man-machine systems. One paper describes data compression and dimensionality reduction methods that have characteristics, such as high compression ratios to facilitate data storage, strong discrimination of novel data from baseline, rapid operation for software and hardware, as well as the ability to recognized loss of data during compression or reconstruction. The collection can prove helpful for programmers, computer engineers, computer technicians, and computer instructors dealing with many aspects of computers related to programming, hardware interface, networking, engineering or design.
Author: Simon Slavin
Publisher: CRC Press
ISBN: 9780789001085
Category : Business & Economics
Languages : en
Pages : 484
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Book Description
Featuring new and updated information on computer technologies, including networking and using the Internet as a necessary tool for professionals, Human Services Technology: Understanding, Designing, and Implementing Computer and Internet Applications in the Social Services will help individual human service professionals and agencies understand, design, implement, and manage computer and Internet applications. Combining several relevant fields, this informative guide provides you with the knowledge to effectively collect, store, manipulate, and communicate information to better serve clients and successfully manage human service agencies. Human Services Technology explains basic technological terms and gives you the history of technology uses before you explore other areas of Information Technology (IT). This essential guide will also improve your ability to find and understand recent research and information on important topics. Human Services Technology will expand your technical know-how and help you better serve clients by offering you proven methods and explanations, such as: describing terms--such as hardware, networking, and telecommunications--with easy-to-understand analogies and examples using IT applications to support social policies, improve service coordination among agencies, efficiently manage agencies in order to save time, support workers’decision making with information, and assist clients solving the problems that internal and external issues cause when determining IT needs, such as working with federal reporting requirements understanding and dealing with the 10 most critical IT issues for management Containing dozens of graphs, tables, and figures, this knowledgeable book will help you with any IT problem you encounter. Symbols by certain subjects in the book indicate that you can find more information and references on that issue through links on the book?s accompanying Web site. Human Services Technology will enable you to thoroughly understand and use IT to help you offer improved services to clients and manage agencies with increased efficiency and effectiveness.
Author: Melanie Mitchell
Publisher: Farrar, Straus and Giroux
ISBN: 0374715238
Category : Computers
Languages : en
Pages : 216
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Book Description
“After reading Mitchell’s guide, you’ll know what you don’t know and what other people don’t know, even though they claim to know it. And that’s invaluable." –The New York Times A leading computer scientist brings human sense to the AI bubble No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it. In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go. Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.
Author: Steven K. Rogers
Publisher: SPIE Press
ISBN: 9780819405340
Category : Computers
Languages : en
Pages : 240
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Book Description
