AI 2022: Advances in Artificial Intelligence: 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings

This book is a compilation of full papers from the 35th Australasian Joint Conference on Artificial Intelligence, AI 2022, covering various AI topics such as computer vision, deep learning, ethical AI, and more.

Format: Paperback / softback
Length: 817 pages
Publication date: 03 December 2022
Publisher: Springer International Publishing AG

The 35th Australasian Joint Conference on Artificial Intelligence (AI 2022) was held in Perth, WA, Australia, from December 5th to 8th, 2022. This book serves as a comprehensive collection of the refereed proceedings, encompassing 56 full papers that were meticulously reviewed and chosen from a total of 90 submissions. The papers were organized into topical sections, including Computer Vision, Deep Learning, Ethical/Explainable AI, Genetic Algorithms, Knowledge Representation and Natural Language Processing (NLP), Machine Learning, Medical AI, Optimization, and Reinforcement Learning.

The conference aimed to bring together researchers, practitioners, and enthusiasts from across the Australasian region to explore the latest advancements and challenges in the field of artificial intelligence. The participants presented their research findings, discussed innovative solutions, and exchanged ideas to foster collaboration and promote the growth of AI in Australia and beyond.

The book's contributions cover a wide range of AI topics, including computer vision, deep learning, natural language processing, machine learning, and optimization. The papers explore various applications of AI, such as medical diagnosis, autonomous vehicles, speech recognition, and image processing. The authors employ cutting-edge techniques and methodologies to address complex AI problems and deliver meaningful insights.

One of the notable features of AI 2022 was the emphasis on ethical and explainable AI. The conference recognized the importance of developing AI systems that are transparent, accountable, and aligned with societal values. The papers discussed various approaches to achieving this goal, including the use of machine learning algorithms for fairness and bias detection, the development of ethical guidelines and policies, and the integration of human-machine interaction and decision-making processes.

Another highlight of the conference was the active participation of industry representatives and policymakers. The conference provided a platform for them to engage with researchers and discuss the potential applications of AI in various sectors, such as healthcare, finance, education, and transportation. The discussions aimed to identify the challenges and opportunities that AI presents and to develop strategies for harnessing its benefits while addressing its ethical and societal implications.

Overall, the 35th Australasian Joint Conference on Artificial Intelligence was a successful event that showcased the latest research and developments in the field of AI. The book serves as a valuable resource for researchers, practitioners, and students interested in AI, providing a comprehensive overview of the state-of-the-art in AI and fostering future collaborations and advancements.

The 35th Australasian Joint Conference on Artificial Intelligence (AI 2022) was held in Perth, WA, Australia, from December 5th to 8th, 2022.

This book serves as a comprehensive collection of the refereed proceedings, encompassing 56 full papers that were meticulously reviewed and chosen from a total of 90 submissions.

The papers were organized into topical sections, including Computer Vision, Deep Learning, Ethical/Explainable AI, Genetic Algorithms, Knowledge Representation and Natural Language Processing (NLP), Machine Learning, Medical AI, Optimization, and Reinforcement Learning.

The conference aimed to bring together researchers, practitioners, and enthusiasts from across the Australasian region to explore the latest advancements and challenges in the field of artificial intelligence.

The participants presented their research findings, discussed innovative solutions, and exchanged ideas to foster collaboration and promote the growth of AI in Australia and beyond.

The book's contributions cover a wide range of AI topics, including computer vision, deep learning, natural language processing, machine learning, and optimization.

The papers explore various applications of AI, such as medical diagnosis, autonomous vehicles, speech recognition, and image processing.

The authors employ cutting-edge techniques and methodologies to address complex AI problems and deliver meaningful insights.

One of the notable features of AI 2022 was the emphasis on ethical and explainable AI.

The conference recognized the importance of developing AI systems that are transparent, accountable, and aligned with societal values.

The papers discussed various approaches to achieving this goal, including the use of machine learning algorithms for fairness and bias detection, the development of ethical guidelines and policies, and the integration of human-machine interaction and decision-making processes.

Another highlight of the conference was the active participation of industry representatives and policymakers.

The conference provided a platform for them to engage with researchers and discuss the potential applications of AI in various sectors, such as healthcare, finance, education, and transportation.

The discussions aimed to identify the challenges and opportunities that AI presents and to develop strategies for harnessing its benefits while addressing its ethical and societal implications.

Overall, the 35th Australasian Joint Conference on Artificial Intelligence was a successful event that showcased the latest research and developments in the field of AI.

The book serves as a valuable resource for researchers, practitioners, and students interested in AI, providing a comprehensive overview of the state-of-the-art in AI and fostering future collaborations and advancements.

Weight: 1270g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031226946
Edition number: 1st ed. 2022