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Green-AutoML for Plastic Litter Detection

, , , and . Proceedings of the ICLR Workshop on Tackling Climate Change with Machine Learning, (April 2023)We thank Wolf et al. (2020) for the insights, and access to the data and the system. Marius Lindauer was supported by the German Federal Ministry of the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (GreenAutoML4FAS project no. 67KI32007A). The DFKI Niedersachsen (DFKI NI) is funded in the ”zukunft.niedersachsen” by the Lower Saxony Ministry of Science and Culture and the Volkswagen Foundation (funding no. ZM3480)..

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Green-AutoML for Plastic Litter Detection, , , and . Proceedings of the ICLR Workshop on Tackling Climate Change with Machine Learning, (April 2023)We thank Wolf et al. (2020) for the insights, and access to the data and the system. Marius Lindauer was supported by the German Federal Ministry of the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (GreenAutoML4FAS project no. 67KI32007A). The DFKI Niedersachsen (DFKI NI) is funded in the ”zukunft.niedersachsen” by the Lower Saxony Ministry of Science and Culture and the Volkswagen Foundation (funding no. ZM3480)..Scalable real-time classification of data streams with concept drift., , , and . Future Gener. Comput. Syst., (2017)Jmax-pruning: A facility for the information theoretic pruning of modular classification rules., and . Knowl. Based Syst., (2012)J-PMCRI: A Methodology for Inducing Pre-pruned Modular Classification Rules., , and . IFIP AI, volume 331 of IFIP Advances in Information and Communication Technology, page 47-56. Springer, (2010)Improving Modular Classification Rule Induction with G-Prism Using Dynamic Rule Term Boundaries., , and . SGAI Conf., volume 10630 of Lecture Notes in Computer Science, page 115-128. Springer, (2017)Computationally Efficient Rule-Based Classification for Continuous Streaming Data., , , , and . SGAI Conf., page 21-34. Springer, (2014)An overview of the use of neural networks for data mining tasks., and . WIREs Data Mining Knowl. Discov., 2 (3): 193-208 (2012)Mapping the Big Data Landscape: Technologies, Platforms and Paradigms for Real-Time Analytics of Data Streams., , and . IEEE Access, (2021)Speed Harmonisation Strategy for Human-Driven and Autonomous Vehicles Co-existence., , and . SAI (3), volume 508 of Lecture Notes in Networks and Systems, page 34-66. Springer, (2022)Adaptive Learning With Extreme Verification Latency in Non-Stationary Environments., , and . IEEE Access, (2022)