Artificial Intelligence and Knowledge Processing
eBook - ePub

Artificial Intelligence and Knowledge Processing

Improved Decision-Making and Prediction

Hemachandran K, Raul V. Rodriguez, Umashankar Subramaniam, Valentina Emilia Balas, Hemachandran K, Raul V. Rodriguez, Umashankar Subramaniam, Valentina Emilia Balas

  1. 368 páginas
  2. English
  3. ePUB (apto para móviles)
  4. Disponible en iOS y Android
eBook - ePub

Artificial Intelligence and Knowledge Processing

Improved Decision-Making and Prediction

Hemachandran K, Raul V. Rodriguez, Umashankar Subramaniam, Valentina Emilia Balas, Hemachandran K, Raul V. Rodriguez, Umashankar Subramaniam, Valentina Emilia Balas

Detalles del libro
Índice
Citas

Información del libro

Artificial Intelligence and Knowledge Processing play a vital role in various automation industries and their functioning in converting traditional industries to AI-based factories. This book acts as a guide and blends the basics of Artificial Intelligence in various domains, which include Machine Learning, Deep Learning, Artificial Neural Networks, and Expert Systems, and extends their application in all sectors.

Artificial Intelligence and Knowledge Processing: Improved Decision-Making and Prediction, discusses the designing of new AI algorithms used to convert general applications to AI-based applications. It highlights different Machine Learning and Deep Learning models for various applications used in healthcare and wellness, agriculture, and automobiles. The book offers an overview of the rapidly growing and developing field of AI applications, along with Knowledge of Engineering, and Business Analytics. Real-time case studies are included across several different fields such as Image Processing, Text Mining, Healthcare, Finance, Digital Marketing, and HR Analytics. The book also introduces a statistical background and probabilistic framework to enhance the understanding of continuous distributions. Topics such as Ensemble Models, Deep Learning Models, Artificial Neural Networks, Expert Systems, and Decision-Based Systems round out the offerings of this book.

This multi-contributed book is a valuable source for researchers, academics, technologists, industrialists, practitioners, and all those who wish to explore the applications of AI, Knowledge Processing, Deep Learning, and Machine Learning.

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Información

Editorial
CRC Press
Año
2023
ISBN
9781000934625
Edición
1

Índice

  1. Cover
  2. Half Title
  3. Title
  4. Copyright
  5. Contents
  6. Preface
  7. Editors’ Biographies
  8. List of Contributors
  9. Chapter 1 Introduction to Artificial Intelligence
  10. Chapter 2 AI and Human Cognizance
  11. Chapter 3 Integration of Artificial Intelligence with IoT for Smarter Systems: A Review
  12. Chapter 4 Influence of Artificial Intelligence in Robotics
  13. Chapter 5 A Review of Applications of Artificial Intelligence and Robotics in the Medical and Healthcare Sector
  14. Chapter 6 Impact of the AI-Induced App ‘Babylon’ in the Healthcare Industry
  15. Chapter 7 Identification and Prediction of Pneumonia from CXR Images Using Deep Learning
  16. Chapter 8 Pulmonary Cancer Detection Using Deep Convolutional Networks
  17. Chapter 9 Breast Cancer Prediction Using Machine Learning Algorithms
  18. Chapter 10 Breast Cancer Histopathological Images Classification Using Deep Learning
  19. Chapter 11 Machine Learning and Signal Processing Methodologies to Diagnose Human Knee Joint Disorders: A Computational Analysis
  20. Chapter 12 Diagnostics and Treatment Help to Patients at Remote Locations Using Edge and Fog Computing Techniques
  21. Chapter 13 Image Denoising Using Autoencoders
  22. Chapter 14 Genetic Disorder Prediction Using Machine Learning Techniques
  23. Chapter 15 Bayesian Models in Cognitive Neuroscience
  24. Chapter 16 Knowledge Representation in AI
  25. Chapter 17 ANN Model for Analytics
  26. Chapter 18 AI and Real-Time Business Intelligence
  27. Chapter 19 Introduction to Statistics and Probability
  28. Chapter 20 Real Impacts of Machine Learning in Business
  29. Chapter 21 A Study on the Application of Natural Language Processing Used in Business Analytics for Better Management Decisions: A Literature Review
  30. Chapter 22 Detection of Polarity in the Native-Language Comments of Social Media Networks
  31. Chapter 23 Machine Learning Techniques for Detecting and Analyzing Online Fake Reviews
  32. Chapter 24 A Study on the Application of Expert Systems as a Support System for Business Decisions: A Literature Review
  33. Chapter 25 Applications of Artificial Intelligence on Customer Experience and Service Quality of the Banking Sector: An Overview
  34. Chapter 26 Prediction of Terrorist Attacks throughout the Globe Using the Global Terrorism Database: A Comparative Analysis of Machine Learning Prediction Algorithms
  35. Chapter 27 Deep Learning Approach for Identifying Bird Species
  36. Chapter 28 AI in the Energy Sector
  37. Chapter 29 Artificial Intelligence in Fashion Design and IPRS
  38. Chapter 30 Artificial Intelligence in Education: A Critic on English Language Teaching
  39. Chapter 31 Review of Learning Analytics Techniques and Limitations in Higher Education: A 21st-Century Paradigm
  40. Index
Estilos de citas para Artificial Intelligence and Knowledge Processing

APA 6 Citation

Hemachandran, K., Rodriguez, R., Subramaniam, U., Balas, V. E., Hemachandran, K., Rodriguez, R., … Balas, V. E. (2023). Artificial Intelligence and Knowledge Processing (1st ed.). CRC Press. Retrieved from https://www.perlego.com/book/4209062 (Original work published 2023)

Chicago Citation

Hemachandran, K, Raul Rodriguez, Umashankar Subramaniam, Valentina Emilia Balas, K Hemachandran, Raul Rodriguez, Umashankar Subramaniam, and Valentina Emilia Balas. (2023) 2023. Artificial Intelligence and Knowledge Processing. 1st ed. CRC Press. https://www.perlego.com/book/4209062.

Harvard Citation

Hemachandran, K. et al. (2023) Artificial Intelligence and Knowledge Processing. 1st edn. CRC Press. Available at: https://www.perlego.com/book/4209062 (Accessed: 24 June 2024).

MLA 7 Citation

Hemachandran, K et al. Artificial Intelligence and Knowledge Processing. 1st ed. CRC Press, 2023. Web. 24 June 2024.