Titlebook: Humanity Driven AI; Productivity, Well-b Fang Chen,Jianlong Zhou Book 2022 The Editor(s) (if applicable) and The Author(s), under exclusive

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The Future of Transportation: How to Improve Railway Operation Performance via Advanced AI Techniquean travel and in radial-based commuting travel linking city centers with suburbs. In this chapter, we propose data-driven machine learning solutions to evaluate the train performance and decision making, which are applied to the critical transportation system in Great Sydney Area (Sydney Trains). Th

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AI-Enhanced 3D Biomedical Data Analytics for Neuronal Structure Reconstructionare generally effective for a large variety of species and provide the state-of-the-art performance in single neuron reconstruction. Such development will enable large-scale data-driven investigations in neuroscience and enhance our fundamental understanding of the human brain.

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Sewer Corrosion Prediction for Sewer Network Sustainabilityewer corrosion, such as hydrogen sulphide (H.S). Based on the estimation of H.S, chemicals can be put to corrosion locations to control H.S to reduce the level of sewer corrosions. This chapter presents a predictive analytics toolkit, which is based on the emerging spatiotemporal data analysis techn

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SharkSpotter: Shark Detection with Drones for Human Safety and Environmental ProtectionkSpotter system receives streaming imagery from the drone camera and attempts to identify all objects in the scene. Once valid objects are detected, they are put into one of 16 categories: shark, whale, dolphin, rays, different types of boats, surfers and swimmers. If a shark is detected, the SharkS

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Artificial Intelligence and People with Disabilities: a Reflection on Human–AI Partnershipsdopted. AI can also contribute to discrimination on grounds of disability, especially if machine learning algorithms are substituted partly or completely for human decision making. The potential for bias and strategies for overcoming it raise as yet unresolved research questions. In exploring some o

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I applications to benefit humanity. It aims to serve as the dedicated source for the theories, methodologies, and applications on humanity drivenAI, establishing state-of-the-art research, and providing a ground-breaking book for graduate students, research professionals, and AI practitioners..978-3-030-72190-9978-3-030-72188-6