Humanity Driven AI: Productivity, Well-Being, Sustainability and Partnership

Chen, Fang, Zhou, Jianlong

Humanity Driven AI: Productivity, Well-Being, Sustainability and Partnership
  • 出版商: Springer
  • 出版日期: 2021-12-02
  • 售價: $7,660
  • 貴賓價: 9.5 折 $7,277
  • 語言: 英文
  • 頁數: 346
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030721876
  • ISBN-13: 9783030721879

    • 海外代購書籍(需單獨結帳)

商品描述

Part I AI and Humanity Chapter 1 Towards Humanity-in-The-Loop in AI Lifecycle

Jianlong Zhou and Fang Chen

Chapter 2 AI and Ethics --- Operationalising Responsible AI

Liming Zhu, Xiwei Xu, Qinghua Lu, Guido Governatori, and Jon Whittle

Part II AI for Productivity Chapter 3 Machine Learning for Efficient Water Infrastructure Management

Zhidong Li, Bin Liang, and Yang Wang

Chapter 4 AI for Real-Time Bus Travel Time Prediction in Traffic Congestion Management

Yuming Ou

Chapter 5 The Future of Transportation: How to Improve Railway Operation Performance via Advanced AI Techniques

Boyu Li, Ting Guo, Yang Wang, and Fang Chen

Part III AI for Wellbeing Chapter 6 Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health

Guodong Long, Tao Shen, Yue Tan, Leah Gerrard and Jing Jiang

Chapter 7 AI-Enhanced 3D Biomedical Data Analytics for Neuronal Structure Reconstruction

Heng Wang, Yang Song, Zihao Tang, Chaoyi Zhang, Jianhui Yu, Dongnan Liu, Donghao Zhang, Siqi Liu, and Weidong Cai

Chapter 8 Artificial Intelligence for Fighting the COVID-19 Pandemic

​Rohit Salgotra, Iman Rahimi, and Amir H Gandomi

Part IV AI for Sustainability Chapter 9 Sewer Corrosion Prediction for Sewer Network Sustainability

Jianjia Zhang, Bin Li, Xuhui Fan, Yang Wang, and Fang Chen

Chapter 10 AI Applied to Air Pollution and Environmental Health: A Case Study on Hypothesis Generation

Colin Bellinger, Mohomed Shazan Mohomed Jabbar, Osnat Wine, Charlene. Nielsen, Jesus Serrano-Lomelin, Alvaro Osornio-Vargas, and Osmar R. Zaiane

Chapter 11 SharkSpotter: Shark Detection with Drones for Human Safety and Environmental Protection

Nabin Sharma, Muhammed Saqib, Paul Scully-Power, and Michael Blumenstein

Part V AI + Human Partnership Chapter 12 Learner Engagement Examination via Computer Usage Behaviors

Kun Yu, Jie Xu, Yuming Ou, Ling Luo, and Fang Chen

Chapter 13 Virtual Teaching Assistants: Technologies, Applications and Challenges

Jun Liu, Lingling Zhang, Bifan Wei, and Qinghua Zheng

Chapter 14 Artificial Intelligence and People with Disabilities: A Reflection on Human-AI Partnerships

Jason J.G. White

Chapter 15 Towards a Taxonomy for Explainable AI in Computational Pathology

Heimo Mueller, Michaela Kargl, Markus Plass, Bettina Kipperer, Luka Brcic, Peter Regitnig, Christian Geissler, Tobias Kuester, Norman Zerbe and Andreas Holzinger

作者簡介

Dr Chen is a prominent leader in data science with an international reputation and industrial recognitions. She has created many innovative research and solutions, transforming industries that utilise data science.​Dr Chen and her team won the 2018 Australian leading science prize Australian Museum Eureka Prize for Excellence in Data Science.
Dr. Zhou is a leading senior researcher in trustworthy and transparent machine learning, and has done pioneering research in the area of linking human and machine learning. He also works with industries in advanced data analytics for transforming data into actionable operations particularly by incorporating human user aspects into machine learning and translate machine learning into impacts in real world applications.

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