Walayat Hussain – författare

The rapidly evolving business and technology landscape demands sophisticated decision-making tools to stay ahead of the curve. Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing is a cutting-edge technical guide exploring the latest decision-making technology advancements. This book provides a comprehensive overview of machine learning algorithms and examines their applications in complex decision-making systems in a service-oriented framework.

The authors also delve into service-oriented computing and how it can be used to build complex systems that support decision making. Many real-world examples are discussed in this book to provide a practical insight into how discussed techniques can be applied in various domains, including distributed computing, cloud computing, IoT and other online platforms.

For researchers, students, data scientists and technical practitioners, this book offers a deep dive into the current developments of machine learning algorithms and their applications in service-oriented computing. This book discusses various topics, including Fuzzy Decisions, ELICIT, OWA aggregation, Directed Acyclic Graph, RNN, LSTM, GRU, Type-2 Fuzzy Decision, Evidential Reasoning algorithm and robust optimisation algorithms. This book is essential for anyone interested in the intersection of machine learning and service computing in complex decision-making systems.

The rapidly evolving business and technology landscape demands sophisticated decision-making tools to stay ahead of the curve. Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing is a cutting-edge technical guide exploring the latest decision-making technology advancements. This book provides a comprehensive overview of machine learning algorithms and examines their applications in complex decision-making systems in a service-oriented framework.

The authors also delve into service-oriented computing and how it can be used to build complex systems that support decision making. Many real-world examples are discussed in this book to provide a practical insight into how discussed techniques can be applied in various domains, including distributed computing, cloud computing, IoT and other online platforms.

For researchers, students, data scientists and technical practitioners, this book offers a deep dive into the current developments of machine learning algorithms and their applications in service-oriented computing. This book discusses various topics, including Fuzzy Decisions, ELICIT, OWA aggregation, Directed Acyclic Graph, RNN, LSTM, GRU, Type-2 Fuzzy Decision, Evidential Reasoning algorithm and robust optimisation algorithms. This book is essential for anyone interested in the intersection of machine learning and service computing in complex decision-making systems.

Artificial intelligence (AI) is impacting industries worldwide by introducing new methods and altering traditional practices. This book examines AI’s diverse effects, providing insights into its applications, challenges, and future prospects across education, healthcare, finance, and more.

The chapters explore how AI technologies, such as large language models, enhance feedback in higher education and influence legal studies while upholding academic integrity. A review of key technical approaches—knowledge-based systems, machine learning, and intelligent optimization—lays the groundwork for understanding AI’s potential. Real-world examples illustrate AI’s role in medical imaging, presenting new diagnostic methods and the use of language models for image interpretation. The book also discusses financial applications, including techniques for credit card fraud detection and forecasting natural gas prices using innovative models. Additionally, it covers personalized federated learning models, highlighting the importance of data privacy and security in AI’s evolution.

This comprehensive guide is valuable for educators, researchers, practitioners, and students interested in AI’s current and future developments. By combining theory with practical examples, the book offers readers a clear understanding of how AI affects various sectors, enabling them to engage effectively with this rapidly evolving field.

Artificial intelligence (AI) is impacting industries worldwide by introducing new methods and altering traditional practices. This book examines AI’s diverse effects, providing insights into its applications, challenges, and future prospects across education, healthcare, finance, and more.

The chapters explore how AI technologies, such as large language models, enhance feedback in higher education and influence legal studies while upholding academic integrity. A review of key technical approaches—knowledge-based systems, machine learning, and intelligent optimization—lays the groundwork for understanding AI’s potential. Real-world examples illustrate AI’s role in medical imaging, presenting new diagnostic methods and the use of language models for image interpretation. The book also discusses financial applications, including techniques for credit card fraud detection and forecasting natural gas prices using innovative models. Additionally, it covers personalized federated learning models, highlighting the importance of data privacy and security in AI’s evolution.

This comprehensive guide is valuable for educators, researchers, practitioners, and students interested in AI’s current and future developments. By combining theory with practical examples, the book offers readers a clear understanding of how AI affects various sectors, enabling them to engage effectively with this rapidly evolving field.

The latest edition of the world’s leading dermatology textbook

Rook’s Textbook of Dermatology, 10th Edition is the most definitive, comprehensive and illustrated reference work in dermatology worldwide. Fully updated by experts from around the world, the book highlights the latest key evidence-based developments in pathogenesis, diagnosis and treatment of skin disorders. A highly intuitive resource and invaluable clinical companion for both those training and those fully qualified in dermatology, other highlights of Rook’s Textbook of Dermatology, 10th Edition include:

1. Comprehensive review of essential basic science, skin biology and pharmacology

2. More than 3000 clinical illustrations

3. Histological images to aid clinicopathological correlation

4. Up-to-date management details for all major dermatological disorders including emerging infections

5. All chapters fully referenced together with highlighted key references

6. Quick reference to essential facts, treatment ladders and management algorithms

7. Chapter dedicated to global skin health and inequalities

8. Description of the spectrum of presentations in dermatoses in skin of colour

9. Thorough review of surgical and aesthetic dermatology

10. On-line videos of practical procedures

Rook''s Textbook of Dermatology, 10th Edition is universally recognised as the most complete reference work for dermatologists of all experience levels and dermatology students worldwide.

The latest edition of the world’s leading dermatology textbook

Rook’s Textbook of Dermatology, 10th Edition is the most definitive, comprehensive and illustrated reference work in dermatology worldwide. Fully updated by experts from around the world, the book highlights the latest key evidence-based developments in pathogenesis, diagnosis and treatment of skin disorders. A highly intuitive resource and invaluable clinical companion for both those training and those fully qualified in dermatology, other highlights of Rook’s Textbook of Dermatology, 10th Edition include:

1. Comprehensive review of essential basic science, skin biology and pharmacology

2. More than 3000 clinical illustrations

3. Histological images to aid clinicopathological correlation

4. Up-to-date management details for all major dermatological disorders including emerging infections

5. All chapters fully referenced together with highlighted key references

6. Quick reference to essential facts, treatment ladders and management algorithms

7. Chapter dedicated to global skin health and inequalities

8. Description of the spectrum of presentations in dermatoses in skin of colour

9. Thorough review of surgical and aesthetic dermatology

10. On-line videos of practical procedures

Rook''s Textbook of Dermatology, 10th Edition is universally recognised as the most complete reference work for dermatologists of all experience levels and dermatology students worldwide.

This book constitutes the refereed post-conference proceedings of the 7th International Conference on IoT as a Service, IoTaaS 2021, which took place in Sydney, Australia, in December 2021. Due to COVID-19 pandemic the conference was held virtually. The 17 revised full papers were carefully reviewed and selected from 129 submissions. The papers are divided in content-related tracks: Intelligent IoT communication solutions; Social Internet of Things: security, management; Machine learning prediction and recommendation in IoT.

The book offers many ideas based on the artificial intelligence techniques, fueled by digital technologies that can be implemented in human lives to make them smarter and more intelligent to survive in this rapidly changing world. This book contains diverse applications based on intelligence systems, such as in the development of innovative digital technologies based on cloud-based infrastructure, agriculture supply-chain management, technology that enables the visually impaired to live more comfortably and confidently in their daily lives. It contains new techniques of encryption and decryption, development of various decision-making systems, artificial intelligence techniques in medical areas, etc. This book addresses newly developed technologies and key ideas for new theory which can be used in the development of more advanced and intelligent world for better future.