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Cancer Prediction for Industrial IoT 4.0: A Machine Learning Perspective, Gupta Meenu, Jain Rachna, Solanki Arun


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Автор: Gupta Meenu, Jain Rachna, Solanki Arun
Название:  Cancer Prediction for Industrial IoT 4.0: A Machine Learning Perspective
ISBN: 9781032028781
Издательство: Taylor&Francis
Классификация:




ISBN-10: 1032028785
Обложка/Формат: Hardcover
Страницы: 203
Вес: 0.60 кг.
Дата издания: 31.12.2021
Серия: Chapman & hall/crc internet of things
Язык: English
Иллюстрации: 24 tables, black and white; 46 line drawings, black and white; 18 halftones, black and white; 64 illustrations, black and white
Размер: 25.40 x 17.78 x 1.42 cm
Читательская аудитория: Postgraduate, research & scholarly
Подзаголовок: A machine learning perspective
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание: This book presents the developments in machine learning with data mining, and their influence in Industrial IoT 4.0 for cancer prediction. It is aimed primarily at graduates and researchers working in machine learning and data mining. Researchers and healthcare specialists studying cancer will also find this book useful.


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
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Цена: 3999.00 р.
Наличие на складе: Есть (1 шт.)
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.....

Machine Learning Algorithms for Industrial Applications

Автор: Das, S.K., Das, S.P., Dey, N., Hassanien, A.-E.
Название: Machine Learning Algorithms for Industrial Applications
ISBN: 3030506401 ISBN-13(EAN): 9783030506407
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book explores several problems and their solutions regarding data analysis and prediction for industrial applications. Machine learning is a prominent topic in modern industries: its influence can be felt in many aspects of everyday life, as the world rapidly embraces big data and data analytics.

Data-Driven Prediction for Industrial Processes and Their Applications

Автор: Zhao
Название: Data-Driven Prediction for Industrial Processes and Their Applications
ISBN: 3319940503 ISBN-13(EAN): 9783319940502
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book presents modeling methods and algorithms for data-driven prediction and forecasting of practical industrial process by employing machine learning and statistics methodologies.

Data-Driven Prediction for Industrial Processes and Their Applications

Автор: Jun Zhao; Wei Wang; Chunyang Sheng
Название: Data-Driven Prediction for Industrial Processes and Their Applications
ISBN: 3030067858 ISBN-13(EAN): 9783030067854
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book presents modeling methods and algorithms for data-driven prediction and forecasting of practical industrial process by employing machine learning and statistics methodologies. Related case studies, especially on energy systems in the steel industry are also addressed and analyzed. The case studies in this volume are entirely rooted in both classical data-driven prediction problems and industrial practice requirements. Detailed figures and tables demonstrate the effectiveness and generalization of the methods addressed, and the classifications of the addressed prediction problems come from practical industrial demands, rather than from academic categories. As such, readers will learn the corresponding approaches for resolving their industrial technical problems. Although the contents of this book and its case studies come from the steel industry, these techniques can be also used for other process industries. This book appeals to students, researchers, and professionals within the machine learning and data analysis and mining communities.

Reverse Hypothesis Machine Learning: A Practitioner`s Perspective

Автор: Kulkarni Parag
Название: Reverse Hypothesis Machine Learning: A Practitioner`s Perspective
ISBN: 331985626X ISBN-13(EAN): 9783319856261
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This book introduces a paradigm of reverse hypothesis machines (RHM), focusing on knowledge innovation and machine learning. The book is useful as a reference book for machine learning researchers and professionals as well as machine intelligence enthusiasts.

Machine Learning with Health Care Perspective: Machine Learning and Healthcare

Автор: Jain Vishal, Chatterjee Jyotir Moy
Название: Machine Learning with Health Care Perspective: Machine Learning and Healthcare
ISBN: 3030408493 ISBN-13(EAN): 9783030408497
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics.

Empowering Sustainable Industrial 4.0 Systems With Machine Intelligence

Автор: Ahmad Muneer, Zaman Noor
Название: Empowering Sustainable Industrial 4.0 Systems With Machine Intelligence
ISBN: 1799892026 ISBN-13(EAN): 9781799892021
Издательство: Mare Nostrum (Eurospan)
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Цена: 28413.00 р.
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Описание: Assesses the challenges, limitations, and potential solutions for creating more sustainable and agile industrial systems. This publication presents recent intelligent systems for a wide range of industrial applications and smart safety measures toward industrial systems.

Skin Cancer - A World-Wide Perspective

Автор: Reinhard Dummer; Mark R. Pittelkow; Keiji Iwatsuki
Название: Skin Cancer - A World-Wide Perspective
ISBN: 3662518554 ISBN-13(EAN): 9783662518557
Издательство: Springer
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Цена: 23757.00 р.
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Описание: Over the last decades the incidence of skin cancers is dramatically increasing world-wide. This is not only confined to the incidence of melanoma but includes also other skin cancers such as basal cell carcinomas. Based on the recent WHO classification of skin cancers, this lavishly illustrated reference book covers comprehensively the epidemiology, histology and pathology, as well as diagnostic signs and treatment options of skin cancers. Homogenously and reader-friendly structured, it links the diagnostic and genetic features of each disease in order to guide the reader to the most appropriate therapeutic strategies for the best possible treatment outcome. In order to demonstrate the world wide activities in the field, all chapters cover the variations of the individual experiences and expertise in different nations.

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.

Machine Behavior Design and Analysis: A Consensus Perspective

Автор: Zhang Yinyan, Li Shuai
Название: Machine Behavior Design and Analysis: A Consensus Perspective
ISBN: 9811532303 ISBN-13(EAN): 9789811532306
Издательство: Springer
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Цена: 13974.00 р.
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Описание:

1 Introduction to Collective Machine Behavior

1.1 Collective Machine Behavior

1.2 Consensus

1.3 Theoretical Tools

1.4 Chapter Summary

References

2 Second-Order Min-Consensus

2.1 Introduction

2.2 Preliminary and Problem Formulation

2.3 Min-Consensus Under Switching Topology

2.4 Simulation Example

2.5 Chapter Summary

References

3 Consensus of High-Order Discrete-TimeMulti-Agent Systems

3.1 Introduction

3.2 Problem Description

3.3 Protocol Design

3.4 Theoretical Results

3.5 Illustrative Examples

3.6 Chapter Summary

References

4 Continuous-Time Biased Min-Consensus

4.1 Introduction

4.2 Background

4.3 Biased Min-Consensus

4.4 Equivalence to Shortest Path Planning

4.5 Simulations and Applications

4.6 Conclusions

References

5 Discrete-Time Biased Min-Consensus

5.1 Introduction

5.2 Preliminary

5.3 Discrete-Time Biased Min-Consensus

5.4 Algorithms

5.5 Numerical Investigations

5.6 Applications

5.7 Chapter Summary

References

6 Biased Consensus Based Distributed Neural Network

6.1 Introduction

6.2 Problem Formulation

6.3 Unified Scheme

6.4 Theoretical Results

6.5 Illustrative Examples

6.6 Extension to Path Planning of Mobile Robots

6.7 Chapter Summary

References

7 Predictive Suboptimal Consensus

7.1 Introduction

7.2 Preliminary

7.3 Control Law Design

7.4 Theoretical Results

7.5 Simulation Investigation

7.6 Chapter Summary

References

8 Adaptive Near-Optimal Consensus

8.1 Introduction

8.2 Problem Formulation

8.3 Nominal Near-Optimal Design

8.4 Adaptive Near-Optimal Design

8.5 Illustrative Example

8.6 Chapter Summary

References

Machine Learning Algorithms for Industrial Applications

Автор: Das Santosh Kumar, Das Shom Prasad, Dey Nilanjan
Название: Machine Learning Algorithms for Industrial Applications
ISBN: 3030506436 ISBN-13(EAN): 9783030506438
Издательство: Springer
Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book explores several problems and their solutions regarding data analysis and prediction for industrial applications. Machine learning is a prominent topic in modern industries: its influence can be felt in many aspects of everyday life, as the world rapidly embraces big data and data analytics.

Facing Cancer and the Fear of Death: A Psychoanalytic Perspective on Treatment

Автор: Straker Norman
Название: Facing Cancer and the Fear of Death: A Psychoanalytic Perspective on Treatment
ISBN: 144224299X ISBN-13(EAN): 9781442242999
Издательство: Rowman & Littlefield Publishers
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Цена: 8870.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: In Facing Cancer and the Fear of Death: A Psychoanalytic Perspective on Treatment, Dr. Norman Straker proposes that "death anxiety" is responsible for the American society`s failure to address costly futile care at the end of life.


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