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The Application of Artificial Intelligence: Step-by-Step Guide from Beginner to Expert, Somogyi Zoltбn


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Цена: 74530.00T
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Автор: Somogyi Zoltбn
Название:  The Application of Artificial Intelligence: Step-by-Step Guide from Beginner to Expert
ISBN: 9783030600341
Издательство: Springer
Классификация:


ISBN-10: 3030600343
Обложка/Формат: Paperback
Страницы: 468
Вес: 0.65 кг.
Дата издания: 13.03.2022
Язык: English
Издание: 1st ed. 2021
Иллюстрации: 228 illustrations, color; 75 illustrations, black and white; xxxv, 431 p. 303 illus., 228 illus. in color.; 228 illustrations, color; 75 illustrations
Размер: 23.39 x 15.60 x 2.39 cm
Читательская аудитория: Postgraduate, research & scholarly
Подзаголовок: Step-by-step guide from beginner to expert
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book presents a unique, understandable view of machine learning using many practical examples and access to free professional software and open source code. The user-friendly software can immediately be used to apply everything you learn in the book without the need for programming. After an introduction to machine learning and artificial intelligence, the chapters in Part II present deeper explanations of machine learning algorithms, performance evaluation of machine learning models, and how to consider data in machine learning environments. In Part III the author explains automatic speech recognition, and in Part IV biometrics recognition, face- and speaker-recognition. By Part V the author can then explain machine learning by example, he offers cases from real-world applications, problems, and techniques, such as anomaly detection and root cause analyses, business process improvement, detecting and predicting diseases, recommendation AI, several engineering applications, predictive maintenance, automatically classifying datasets, dimensionality reduction, and image recognition. Finally, in Part VI he offers a detailed explanation of the AI-TOOLKIT, software he developed that allows the reader to test and study the examples in the book and the application of machine learning in professional environments. The author introduces core machine learning concepts and supports these with practical examples of their use, so professionals will appreciate his approach and use the book for self-study. It will also be useful as a supplementary resource for advanced undergraduate and graduate courses on machine learning and artificial intelligence.
Дополнительное описание: Part I, Introduction.- An Introduction to Machine Learning and Artificial Intelligence (AI).- Part II, An In-Depth Overview of Machine Learning.- Machine Learning Algorithms.- Performance Evaluation of Machine Learning Models.- Machine Learning Data.- Par


Artificial intelligence a modern approach: The application in healthcare, industry and more. The fascinating topic of machine learning and prediction

Автор: Baker Chris
Название: Artificial intelligence a modern approach: The application in healthcare, industry and more. The fascinating topic of machine learning and prediction
ISBN: 1914063198 ISBN-13(EAN): 9781914063190
Издательство: Неизвестно
Рейтинг:
Цена: 26660.00 T
Наличие на складе: Есть
Описание:

Artificial intelligence is a word that carries with it heavy connotations. Although artificial intelligence is nothing more than the capacity for logic and understanding that machines can exhibit, in the minds of most people artificial intelligence is almost a Pandora's box that, when opened, will eventually signal the human race's doom..


The idea that machines pose an existential threat to human beings has been around for at least 60 years. It goes something like this: intelligent machines eventually realize the uselessness of human beings and turn against their creators. Or this: intelligent machines reduce human to cattle or even food after a dramatic war that human beings lose.

Human beings have created countless languages and writing systems that have allowed us to expand collective human knowledge over a period of thousands of years. Much of the knowledge that we utilized today, knowledge about the math, science, and the stars, originates from observations made thousands of years ago but which were recorded by writing systems, allowing this knowledge to be preserved and passed down.


Artificial intelligence has been used for many business, financial, medical, and other applications, and scientists and researchers are actively studying how these applications can be expanded to make human life simpler.



The applications of AI will be explored in this book, both the real applications to business, finance, medicine, and health and the theoretical applications. Even the sensational, perhaps exaggerated applications of AI will be explored in the context of taking a look at how AI may potentially be applied in the future. The purpose of this discussion is for the reader to understand what AI is by understanding how it is used.


Artificial intelligence is certainly a blessing at this point, but the reality that it may become a curse is not lost on some people. Understanding the full implications of AI requires a deep knowledge of what it is and where it came from.


For companies and businesses to take advantage of AI-powered and improved interactions, the conversation has to begin inside the organization. Leaders are supposed to start with the available channels and improve their smartness. From that point, they are supposed to ask key questions about engagements with customers and employees.



Here is a preview of what you will learn...

  • Brief history of artificial intelligence
  • The state of art of machine learning
  • Artificial neural networks applied to machine learning
  • How can we build an AI ready culture
  • Our daily lives with AI

And More.....


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
Рейтинг:
Цена: 61750.00 T
Наличие на складе: Поставка под заказ.
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.


Lean AI: How Innovative Startups Use Artificial Intelligence to Grow

Автор: Patel Lomit
Название: Lean AI: How Innovative Startups Use Artificial Intelligence to Grow
ISBN: 1492059315 ISBN-13(EAN): 9781492059318
Издательство: Wiley
Рейтинг:
Цена: 42230.00 T
Наличие на складе: Поставка под заказ.
Описание: With this practical book, author Lomit Patel shows you how to use AI and automation to provide an operational layer atop those acquisition solutions to deliver amazing results for your company.

Generalization With Deep Learning: For Improvement On Sensing Capability

Автор: Min Wu, Xiaoli Li, Zhenghua Chen
Название: Generalization With Deep Learning: For Improvement On Sensing Capability
ISBN: 9811218838 ISBN-13(EAN): 9789811218835
Издательство: World Scientific Publishing
Рейтинг:
Цена: 105600.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Deep Learning has achieved great success in many challenging research areas, such as image recognition and natural language processing.

Self-Improving Teaching Systems

Автор: O`SHEA
Название: Self-Improving Teaching Systems
ISBN: 3764310758 ISBN-13(EAN): 9783764310752
Издательство: Springer
Рейтинг:
Цена: 74530.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.

Computational context

Автор: Lawless, William F. (professor, Math & Psychologypaine College1235 15th Streetaugusta, Fa 30901) Mittu, Ranjeev (naval Research Laboratory4555 Overlo
Название: Computational context
ISBN: 1138320641 ISBN-13(EAN): 9781138320642
Издательство: Taylor&Francis
Рейтинг:
Цена: 183750.00 T
Наличие на складе: Невозможна поставка.
Описание: Autonomous systems can manage uncertainty better than humans, but autonomous systems can also fail. Perturbations against a team may clarify context; e.g., a competition between teams. But modeling perturbations, especially between multiple autonomous hybrid human-machine-robot systems, is a challenges address in this book.

Real-Time Road Profile Identification and Monitoring: Theory and Application

Автор: Yechen Qin, Hong Wang, Yanjun Huang, Xiaolin Tang
Название: Real-Time Road Profile Identification and Monitoring: Theory and Application
ISBN: 1681734834 ISBN-13(EAN): 9781681734835
Издательство: Mare Nostrum (Eurospan)
Цена: 82230.00 T
Наличие на складе: Невозможна поставка.
Описание: Ever stringent vehicle safety legislation and consumer expectations inspire the improvement of vehicle dynamic performance, which result in a rising number of control strategies for vehicle dynamics that rely on driving conditions. Road profiles, as the primary excitation source of vehicle systems, play a critical role in vehicle dynamics and also in public transportation. Knowledge of precise road conditions can thus be of great assistance for vehicle companies and government departments to develop proper dynamic control algorithms, and to fix roads in a timely manner and at the minimum cost, respectively. As a result, developing easy-to-use and accurate road estimation methods are of great importance in terms of reducing the cost related to vehicles and road maintenance as well as improving passenger comfort and handling capacity. A few books have already been published on road profile modeling and the influence of road unevenness on vehicle response. However, there is still room to discuss road assessment methods based on vehicle response and how road conditions can be used to improve vehicle dynamics. In this book, we use several generalized vehicle models to demonstrate the concepts, methods, and applications of vehicle response-based road estimation algorithms. In addition, necessary tools, algorithms, and methods are illustrated, and the benefits of the road estimation algorithms are evaluated. Furthermore, several case studies of controllable suspension systems to improve vehicle vertical dynamics are presented.

Real-Time Road Profile Identification and Monitoring: Theory and Application

Автор: Yechen Qin, Hong Wang, Yanjun Huang, Xiaolin Tang
Название: Real-Time Road Profile Identification and Monitoring: Theory and Application
ISBN: 1681734818 ISBN-13(EAN): 9781681734811
Издательство: Mare Nostrum (Eurospan)
Цена: 61910.00 T
Наличие на складе: Невозможна поставка.
Описание: Ever stringent vehicle safety legislation and consumer expectations inspire the improvement of vehicle dynamic performance, which result in a rising number of control strategies for vehicle dynamics that rely on driving conditions. Road profiles, as the primary excitation source of vehicle systems, play a critical role in vehicle dynamics and also in public transportation. Knowledge of precise road conditions can thus be of great assistance for vehicle companies and government departments to develop proper dynamic control algorithms, and to fix roads in a timely manner and at the minimum cost, respectively. As a result, developing easy-to-use and accurate road estimation methods are of great importance in terms of reducing the cost related to vehicles and road maintenance as well as improving passenger comfort and handling capacity. A few books have already been published on road profile modeling and the influence of road unevenness on vehicle response. However, there is still room to discuss road assessment methods based on vehicle response and how road conditions can be used to improve vehicle dynamics. In this book, we use several generalized vehicle models to demonstrate the concepts, methods, and applications of vehicle response-based road estimation algorithms. In addition, necessary tools, algorithms, and methods are illustrated, and the benefits of the road estimation algorithms are evaluated. Furthermore, several case studies of controllable suspension systems to improve vehicle vertical dynamics are presented.

Incentive-Centric Semantic Web Application Engineering

Автор: Elena Simperl, Roberta Cuel, Martin Stein
Название: Incentive-Centric Semantic Web Application Engineering
ISBN: 1608459950 ISBN-13(EAN): 9781608459957
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 36030.00 T
Наличие на складе: Невозможна поставка.
Описание: There are aspects of semantic content authoring in which automatic techniques have proven to perform reliably, and the added value of human intelligence is often a question of cost and timing. The challenge that this book attempts to tackle is how these two approaches could be combined in order to improve the cost-performance ratio of creating, managing, and meaningfully using semantic content.

Application of Artificial Intelligence to Assessment

Автор: Hong Jiao, Robert W. Lissitz
Название: Application of Artificial Intelligence to Assessment
ISBN: 1641139528 ISBN-13(EAN): 9781641139526
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 87780.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The general theme of this book is to present the applications of artificial intelligence (AI) in test development. In particular, this book includes research and successful examples of using AI technology in automated item generation, automated test assembly, automated scoring, and computerized adaptive testing.

Artificial intelligence a modern approach: The application in healthcare, industry and more. The fascinating topic of machine learning and prediction

Автор: Baker Chris
Название: Artificial intelligence a modern approach: The application in healthcare, industry and more. The fascinating topic of machine learning and prediction
ISBN: 191406318X ISBN-13(EAN): 9781914063183
Издательство: Неизвестно
Рейтинг:
Цена: 18380.00 T
Наличие на складе: Нет в наличии.
Описание:

Artificial intelligence is a word that carries with it heavy connotations. Although artificial intelligence is nothing more than the capacity for logic and understanding that machines can exhibit, in the minds of most people artificial intelligence is almost a Pandora's box that, when opened, will eventually signal the human race's doom..


The idea that machines pose an existential threat to human beings has been around for at least 60 years. It goes something like this: intelligent machines eventually realize the uselessness of human beings and turn against their creators. Or this: intelligent machines reduce human to cattle or even food after a dramatic war that human beings lose.

Human beings have created countless languages and writing systems that have allowed us to expand collective human knowledge over a period of thousands of years. Much of the knowledge that we utilized today, knowledge about the math, science, and the stars, originates from observations made thousands of years ago but which were recorded by writing systems, allowing this knowledge to be preserved and passed down.


Artificial intelligence has been used for many business, financial, medical, and other applications, and scientists and researchers are actively studying how these applications can be expanded to make human life simpler.



The applications of AI will be explored in this book, both the real applications to business, finance, medicine, and health and the theoretical applications. Even the sensational, perhaps exaggerated applications of AI will be explored in the context of taking a look at how AI may potentially be applied in the future. The purpose of this discussion is for the reader to understand what AI is by understanding how it is used.


Artificial intelligence is certainly a blessing at this point, but the reality that it may become a curse is not lost on some people. Understanding the full implications of AI requires a deep knowledge of what it is and where it came from.


For companies and businesses to take advantage of AI-powered and improved interactions, the conversation has to begin inside the organization. Leaders are supposed to start with the available channels and improve their smartness. From that point, they are supposed to ask key questions about engagements with customers and employees.



Here is a preview of what you will learn...

  • Brief history of artificial intelligence
  • The state of art of machine learning
  • Artificial neural networks applied to machine learning
  • How can we build an AI ready culture
  • Our daily lives with AI

And More.....


Artificial Intelligence in Drug Design

Автор: Heifetz Alexander
Название: Artificial Intelligence in Drug Design
ISBN: 1071617869 ISBN-13(EAN): 9781071617861
Издательство: Springer
Рейтинг:
Цена: 149060.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume looks at applications of artificial intelligence (AI), machine learning (ML), and deep learning (DL) in drug design. The chapters in this book describe how AI/ML/DL approaches can be applied to accelerate and revolutionize traditional drug design approaches such as: structure- and ligand-based, augmented and multi-objective de novo drug design, SAR and big data analysis, prediction of binding/activity, ADMET, pharmacokinetics and drug-target residence time, precision medicine and selection of favorable chemical synthetic routes. How broadly are these approaches applied and where do they maximally impact productivity today and potentially in the near future. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary software and tools, step-by-step, readily reproducible modeling protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and unique, Artificial Intelligence in Drug Design is a valuable resource for structural and molecular biologists, computational and medicinal chemists, pharmacologists and drug designers.


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