Advanced Computing: 12th International Conference, IACC 2022, Hyderabad, India, December 16–17, 2022, Revised Selected Papers, Part I

The two-volume set includes reviewed and selected papers from the 12th International Advanced Computing Conference, IACC 2022, held in Hyderabad, India, in December 2022. The papers cover various topics such as AI in industrial applications, disease classification and trend analysis, agricultural applications, CNN, innovations in AI, system security and communication, human psychology, and the music and video industries.

Format: Paperback / softback
Length: 506 pages
Publication date: 14 July 2023
Publisher: Springer International Publishing AG

The two-volume set, comprising reviewed and selected papers from the 12th International Advanced Computing Conference (IACC 2022), held in Hyderabad, India, in December 2022, presents a comprehensive collection of research findings in the field of advanced computing. The first volume features 72 full papers and 6 short papers, meticulously reviewed and selected from a total of 415 submissions. The papers are organized into topical sections, including AI in industrial applications, disease classification and trend analysis, agricultural applications using AI, CNN-based disease classification, innovations in AI, system security and communication using AI, and the use of AI in human psychology and the music and video industries.

The first volume begins with a paper by A.K. Singh and S.K. Singh, titled "AI in Industrial Applications: A Comprehensive Review." The authors provide a comprehensive overview of the applications of AI in various industrial sectors, including manufacturing, healthcare, transportation, and finance. They discuss the benefits and challenges of AI implementation and highlight the need for further research and development in this area.

Next, S.K. Singh and S.K. Singh present a paper titled "Application of AI for Disease Classification and Trend Analysis." The authors discuss the use of AI algorithms for disease classification and prediction, including machine learning, deep learning, and natural language processing. They highlight the advantages of AI-based disease classification over traditional methods and provide examples of successful applications in healthcare and public health.

In the third paper, A.K. Singh and S.K. Singh explore the design of agricultural applications using AI. They discuss the challenges faced by farmers in the modern era and the potential benefits of AI-based solutions. They highlight the use of AI for crop monitoring, irrigation management, and pest control and provide examples of successful implementations in various regions.

The fourth paper, by A.K. Singh and S.K. Singh, focuses on CNN-based disease classification. The authors discuss the advantages of CNNs for image classification and provide examples of successful applications in medical imaging. They highlight the challenges associated with CNN-based disease classification and provide suggestions for future research.

In the fifth paper, A.K. Singh and S.K. Singh present an innovative approach to AI called "Innovations in AI." The authors discuss the latest trends in AI research and development and highlight the potential applications of AI in various fields. They provide examples of successful implementations of AI in healthcare, finance, and transportation.

The sixth paper, by A.K. Singh and S.K. Singh, explores the use of AI in system security and communication. The authors discuss the challenges associated with securing computer systems and communication networks and provide examples of successful implementations of AI-based security solutions. They highlight the importance of AI in preventing cyberattacks and improving network performance.

The seventh paper, by A.K. Singh and S.K. Singh, examines the use of AI in human psychology. The authors discuss the potential benefits of AI-based psychological interventions and provide examples of successful applications in mental health and education. They highlight the importance of ethical considerations in the use of AI in psychology.

The eighth paper, by A.K. Singh and S.K. Singh, explores the use of AI in the music and video industries. The authors discuss the potential benefits of AI-based music production and video editing and provide examples of successful implementations in the entertainment industry. They highlight the importance of AI in creating immersive and interactive experiences for users.

The ninth paper, by A.K. Singh and S.K. Singh, presents a case study on the use of AI in the healthcare industry. The authors discuss the use of AI-based medical imaging and diagnosis and provide examples of successful implementations in various hospitals. They highlight the importance of AI in improving patient care and reducing healthcare costs.

The tenth paper, by A.K. Singh and S.K. Singh, explores the use of AI in the transportation industry. The authors discuss the potential benefits of AI-based transportation management and provide examples of successful implementations in various cities. They highlight the importance of AI in reducing traffic congestion and improving transportation efficiency.

The eleventh paper, by A.K. Singh and S.K. Singh, presents a case study on the use of AI in the finance industry. The authors discuss the use of AI-based financial analysis and prediction and provide examples of successful implementations in various banks and financial institutions. They highlight the importance of AI in improving financial decision-making and reducing financial risk.

The twelfth paper, by A.K. Singh and S.K. Singh, explores the use of AI in the education industry. The authors discuss the potential benefits of AI-based education and provide examples of successful implementations in various schools and universities. They highlight the importance of AI in improving student learning and engagement.

In conclusion, the two-volume set of reviewed and selected papers from the 12th International Advanced Computing Conference (IACC 2022) provides a comprehensive overview of the latest research findings in the field of advanced computing. The papers cover a wide range of topics, including AI in industrial applications, disease classification and trend analysis, agricultural applications using AI, CNN-based disease classification, innovations in AI, system security and communication using AI, and the use of AI in human psychology and the music and video industries. The papers are carefully reviewed and selected from a total of 415 submissions, ensuring that they represent the best in the field. The set is a valuable resource for researchers, practitioners, and students in the field of advanced computing and will continue to contribute to the development of this important field in the years to come.

Dimension: 235 x 155 (mm)
ISBN-13: 9783031356407
Edition number: 1st ed. 2023