Computational Sustainability

By: Jorg Lassig (Editor), Kristian Kersting (Editor), Katharina Morik (Editor)

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Paperback | 9 September 2018

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284 Pages

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23.5 x 15.5 x 1.52

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Sustainable Development and Computing - an Introduction.- Wind Power Prediction with Machine Learning.- Statistical Learning for Short-Term Photovoltaic Power Predictions.- Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks.- A Hybrid Machine Learning and Knowledge Based Approach to Limit Combinatorial Explosion in Biodegradation Prediction.- Feeding the World with Big Data: Uncovering Spectral Characteristics and Dynamics of Stressed Plants.- Global Monitoring of Inland Water Dynamics: State-of-the-art, Challenges, and Opportunities.- Installing Electric Vehicle Charging Stations City-Scale: How Many and Where?.- Computationally Efficient Design Optimization of Compact Microwave and Antenna Structures.- Sustainable Industrial Processes by Embedded Real-Time Quality Prediction.- Relational Learning for Sustainable Health.- ARM Cluster for Performant and Energy-efficient Storage.

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