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Development of a regional feature selection-based machine learning system (RFSML v1.0) for air pollution forecasting over China2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Fang Li, Jianbing Jin, Arjo J. Segers, Hai Xiang Lin, Mijie Pang, Tuo Deng, +1 more
25citations -
Development and performance characteristics of novel code‐based algorithms to identify invasive Escherichia coli disease2022 Pharmacoepidemiology and Drug Safety article Health Professions Medical Coding and Health Information
Stephen Patrick Fortin, Luis Hernandez Pastor, Joachim Doua, Michal Sarnecki, Joel N. Swerdel, Jamie Colasurdo, +1 more
3citations -
Development of an extensive workflow for comprehensive clinical pharmacogenomic profiling: lessons from a pilot study on 100 whole exome sequencing data2022 The Pharmacogenomics Journal article Pharmacology, Toxicology and Pharmaceutics Pharmacogenetics and Drug Metabolism Open access
Alireza Tafazoli, Maaike van der Lee, Jesse Joachim Swen, Anna Zeller, Natalia Wawrusiewicz‐Kurylonek, Hailiang Mei, +4 more
14citations -
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
4citations -
A distinct four-value blood signature of pyrexia under combination therapy of malignant melanoma with BRAF/MEK-inhibitors evidenced by an algorithm-defined pyrexia score2022 medRxiv preprint Biochemistry, Genetics and Molecular Biology Melanoma and MAPK Pathways Open access
Hannah Schaefer, Albert Rübben, André Esser, Arturo Araujo, Oana‐Diana Persa, Marike M. Leijs
1citations -
Personalized Algorithm Generation: A Case Study in Learning ODE Integrators2022 SIAM Journal on Scientific Computing article Mathematics Numerical methods for differential equations Open access
Y. P. Guo, Felix Dietrich, Tom Bertalan, Danimir T. Doncevic, Manuel Dahmen, Ioannis G. Kevrekidis, +1 more
13citations -
A distinct four-value blood signature of pyrexia under combination therapy of malignant melanoma with dabrafenib and trametinib evidenced by an algorithm-defined pyrexia score2022 PLoS ONE article Biochemistry, Genetics and Molecular Biology Melanoma and MAPK Pathways Open access
Hannah Schaefer, Albert Rübben, André Esser, Arturo Araujo, Oana‐Diana Persa, Marike M. Leijs
3citations -
Synthetic rainfall data generator development through decentralised model training2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access
Sascha Welten, Adrian Holt, Julian Hofmann, Lennart Schelter, Elena‐Maria Klopries, Thomas Wintgens, +1 more
7citations -
Development of a Framework for Continual Learning in Industrial Robotics2022 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Computer Science Domain Adaptation and Few-Shot Learning
Minh Trinh, Lukas Grundel, Victoria Hankemeier, Simon Storms, Christian Brecher
1citations