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Artificial Intelligence for Scientific Discoveries, Iten


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Цена: 18167.00р.
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Автор: Iten
Название:  Artificial Intelligence for Scientific Discoveries
ISBN: 9783031270185
Издательство: Springer
Классификация:


ISBN-10: 3031270185
Обложка/Формат: Hardback
Страницы: 170
Вес: 0.45 кг.
Дата издания: 12.04.2023
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 30 tables, color; 37 illustrations, color; 1 illustrations, black and white; xiii, 170 p. 38 illus., 37 illus. in color.
Размер: 160 x 243 x 18
Читательская аудитория: Professional & vocational
Основная тема: Physics
Подзаголовок: Extracting physical concepts from experimental data using deep learning
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Will research soon be done by artificial intelligence, thereby making human researchers superfluous? This book explains modern approaches to discovering physical concepts with machine learning and elucidates their strengths and limitations. The automation of the creation of experimental setups and physical models, as well as model testing are discussed. The focus of the book is the automation of an important step of the model creation, namely finding a minimal number of natural parameters that contain sufficient information to make predictions about the considered system. The basic idea of this approach is to employ a deep learning architecture, SciNet, to model a simplified version of a physicists reasoning process. SciNet finds the relevant physical parameters, like the mass of a particle, from experimental data and makes predictions based on the parameters found. The author demonstrates how to extract conceptual information from such parameters, e.g., Copernicus conclusion that the solar system is heliocentric.
Дополнительное описание: Introduction.- Machine Learning Background.- Overview of Using Machine Learning for Physical Discoveries.- Theory: Formalizing the Process of Human Model Building.- Methods: Using Neural Networks to Find Simple Representations.- Applications: Physical Toy



Paradigms of Artificial Intelligence Programming,

Автор: Peter Norvig
Название: Paradigms of Artificial Intelligence Programming,
ISBN: 1558601910 ISBN-13(EAN): 9781558601918
Издательство: Elsevier Science
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Цена: 9599.00 р.
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Описание: Paradigms of AI Programming teaches advanced Common Lisp techniques in the context of building major AI systems.

Chance Discoveries in Real World Decision Making

Автор: Yukio Ohsawa; Shusaku Tsumoto
Название: Chance Discoveries in Real World Decision Making
ISBN: 3642070701 ISBN-13(EAN): 9783642070709
Издательство: Springer
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Цена: 30606.00 р.
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Описание: For this book, the editors invited contributions from indispensable research areas relevant to "chance discovery", which has been defined as the discovery of events significant for making a decision, and studied since 2000. The chapters contain contributions to identifying rare or hidden events and explaining their significance.

Insights into Advancements in Intelligent Information Technologies: Discoveries

Автор: Vijayan Sugumaran
Название: Insights into Advancements in Intelligent Information Technologies: Discoveries
ISBN: 1466601582 ISBN-13(EAN): 9781466601581
Издательство: Mare Nostrum (Eurospan)
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Цена: 28413.00 р.
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Описание: Insights into Advancements in Intelligent Information Technologies: Discoveries offers the latest the field has to offer in research, methodologies, frameworks, and advances in the field. Within the various business enterprises that share resources and compete for a market share, information, and its uses are crucial to growing and furthering their burgeoning needs. This volume has collected case studies and research from around the globe in the most updated collection of research within the field to date.

Decision Making and Soft Computing: Proceedings of the 11th International Flins Conference

Автор: Moraes Ronei Marcos De, Kerre Etienne E., Lu Jie
Название: Decision Making and Soft Computing: Proceedings of the 11th International Flins Conference
ISBN: 9814619965 ISBN-13(EAN): 9789814619967
Издательство: World Scientific Publishing
Цена: 38808.00 р.
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Описание: FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to Computational Intelligence for applied research.

Frontiers of Intelligent Control and Information Processing

Автор: Liu Derong, Apippi Cesare, Zhao Dongbin
Название: Frontiers of Intelligent Control and Information Processing
ISBN: 9814616877 ISBN-13(EAN): 9789814616874
Издательство: World Scientific Publishing
Цена: 23760.00 р.
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Описание: The current research and development in intelligent control and information processing have been driven increasingly by advancements made from fields outside the traditional control areas, into new frontiers of intelligent control and information processing so as to deal with ever more complex systems with ever growing size of data and complexity.

Causality, Correlation and Artificial Intelligence for Rational Decision Making

Автор: Marwala Tshilidzi
Название: Causality, Correlation and Artificial Intelligence for Rational Decision Making
ISBN: 9814630861 ISBN-13(EAN): 9789814630863
Издательство: World Scientific Publishing
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Цена: 13939.00 р.
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Описание:

Causality has been a subject of study for a long time. Often causality is confused with correlation. Human intuition has evolved such that it has learned to identify causality through correlation. In this book, four main themes are considered and these are causality, correlation, artificial intelligence and decision making. A correlation machine is defined and built using multi-layer perceptron network, principal component analysis, Gaussian Mixture models, genetic algorithms, expectation maximization technique, simulated annealing and particle swarm optimization. Furthermore, a causal machine is defined and built using multi-layer perceptron, radial basis function, Bayesian statistics and Hybrid Monte Carlo methods. Both these machines are used to build a Granger non-linear causality model. In addition, the Neyman-Rubin, Pearl and Granger causal models are studied and are unified. The automatic relevance determination is also applied to extend Granger causality framework to the non-linear domain. The concept of rational decision making is studied, and the theory of flexibly-bounded rationality is used to extend the theory of bounded rationality within the principle of the indivisibility of rationality. The theory of the marginalization of irrationality for decision making is also introduced to deal with satisficing within irrational conditions. The methods proposed are applied in biomedical engineering, condition monitoring and for modelling interstate conflict.

Impossible Minds: My Neurons, My Consciousness (Revised Edition)

Автор: Aleksander Igor
Название: Impossible Minds: My Neurons, My Consciousness (Revised Edition)
ISBN: 178326568X ISBN-13(EAN): 9781783265688
Издательство: World Scientific Publishing
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Цена: 12830.00 р.
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Описание: Impossible Minds: My Neurons, My Consciousness has been written to satisfy the curiosity each and every one of us has about our own consciousness.

Theory And Practice Of Computation - Proceedings Of Workshop On Computation: Theory And Practice Wctp2014

Автор: Nishizaki Shin-Ya Et Al
Название: Theory And Practice Of Computation - Proceedings Of Workshop On Computation: Theory And Practice Wctp2014
ISBN: 9814725978 ISBN-13(EAN): 9789814725972
Издательство: World Scientific Publishing
Цена: 17424.00 р.
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Описание: This is the proceedings of the Third Workshop on Computing: Theory and Practice, WCTP 2014 devoted to theoretical and practical approaches to computation.

Modeling And Analysis Of Dependable Systems: A Probabilistic Graphical Model Perspective

Автор: Portinale Luigi & Codetta Raiteri Daniele
Название: Modeling And Analysis Of Dependable Systems: A Probabilistic Graphical Model Perspective
ISBN: 9814612030 ISBN-13(EAN): 9789814612036
Издательство: World Scientific Publishing
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Цена: 16632.00 р.
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Описание:

The monographic volume addresses, in a systematic and comprehensive way, the state-of-the-art dependability (reliability, availability, risk and safety, security) of systems, using the Artificial Intelligence framework of Probabilistic Graphical Models (PGM). After a survey about the main concepts and methodologies adopted in dependability analysis, the book discusses the main features of PGM formalisms (like Bayesian and Decision Networks) and the advantages, both in terms of modeling and analysis, with respect to classical formalisms and model languages.

Methodologies for deriving PGMs from standard dependability formalisms will be introduced, by pointing out tools able to support such a process. Several case studies will be presented and analyzed to support the suitability of the use of PGMs in the study of dependable systems.

Artificial Intelligence in Behavioral and Mental Health Care

Автор: David D. Luxton
Название: Artificial Intelligence in Behavioral and Mental Health Care
ISBN: 0124202489 ISBN-13(EAN): 9780124202481
Издательство: Elsevier Science
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Цена: 9262.00 р.
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Описание:

Artificial Intelligence in Behavioral and Mental Health Care summarizes recent advances in artificial intelligence as it applies to mental health clinical practice. Each chapter provides a technical description of the advance, review of application in clinical practice, and empirical data on clinical efficacy.

In addition, each chapter includes a discussion of practical issues in clinical settings, ethical considerations, and limitations of use. The book encompasses AI based advances in decision-making, in assessment and treatment, in providing education to clients, robot assisted task completion, and the use of AI for research and data gathering.

This book will be of use to mental health practitioners interested in learning about, or incorporating AI advances into their practice and for researchers interested in a comprehensive review of these advances in one source.

Brain Vs Computer: The Challenge Of The Century

Автор: Fillard Jean-Pierre
Название: Brain Vs Computer: The Challenge Of The Century
ISBN: 9813145552 ISBN-13(EAN): 9789813145559
Издательство: World Scientific Publishing
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Цена: 4594.00 р.
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Описание:

It is well known that every animal species obeys Darwin's law of evolution, which requires permanent adaptation of animals to their environment. To be precise, every species except man, who behaves exactly contrariwise, adapting the workplace to himself in order to survive. For that he generally enjoys a particular gift of nature: intelligence.

That reverse adaptation, which accumulated over centuries, led to what we call "progress." This was enhanced by the development of machines which began to be also intelligent and now compete fiercely with humans through the development of an "artificial intelligence."

Some famous people in the world of science and technology recently sounded the alarm about the threats which these improvements are posing. They invoked a possible domination by the machines due to their uncontrolled superior intelligence, potentially leading us into a certain kind of slavery.

In this book we take a look at this new challenge of the human brain versus the computer. The brain is a very complex organ and we are just beginning to understand how it works; many things remain mysterious and can lead to surprises. We will see how current investigations bring new information about this strange organ.

We will also see how the "artificial challenger" plans to win the battle, how computers are getting more and more powerful and subtle as the AI advances. Would a transfer of minds in a machine be possible? Would the computer be capable of a self, nonneuromorphic intelligence? These questions are now open.

Who will win? We do not know yet. But it is certain that many things are going to change in our lives in the very near future.

Impossible Minds

Название: Impossible Minds
ISBN: 1783265698 ISBN-13(EAN): 9781783265695
Издательство: World Scientific Publishing
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Цена: 5861.00 р.
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Описание: Impossible Minds: My Neurons, My Consciousness has been written to satisfy the curiosity each and every one of us has about our own consciousness.


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