Auto-Keras: An Efficient Neural Architecture Search System

• Automated machine learning: past, present and future

  2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

  146

  citations
• AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images

  2024 Remote Sensing article Computer Science Advanced Image Processing Techniques Open access

  5

  citations
• Shrink-Perturb Improves Architecture Mixing During Population Based Training for Neural Architecture Search

  2023 Frontiers in artificial intelligence and applications book-chapter Computer Science Machine Learning and Data Classification Open access

  0

  citations
• Deep BIAS: Detecting Structural Bias using Explainable AI

  2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  13

  citations
• MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  1,037

  citations
• Bayesian Optimization

  2023 Natural computing series book-chapter Computer Science Advanced Multi-Objective Optimization Algorithms

  107

  citations
• A machine-learning classifier for LOFAR radio galaxy cross-matching techniques

  2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  19

  citations
• VPint: value propagation-based spatial interpolation

  2022 Data Mining and Knowledge Discovery article Economics, Econometrics and Finance Spatial and Panel Data Analysis Open access

  7

  citations
• Towards Time-Series Feature Engineering in Automated Machine Learning for Multi-Step-Ahead Forecasting

  2022 International Conference on Time Series and Forecasting (ITISE) conference-paper Computer Science Time Series Analysis and Forecasting Open access

  31

  citations
• Automated Machine Learning for COVID-19 Forecasting

  2022 IEEE Access article Mathematics COVID-19 epidemiological studies Open access

  12

  citations
• Framework for Potential Analysis by Approximating Line-Less Assembly Systems with AutoML

  2021 Lecture notes in mechanical engineering conference-paper Engineering Flexible and Reconfigurable Manufacturing Systems

  5

  citations
• MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

  73

  citations
• MultiETSC: automated machine learning for early time series classification

  2021 Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access

  9

  citations
• Automated Machine Learning for Satellite Data: Integrating Remote Sensing Pre-trained Models into AutoML Systems

  2021 Lecture notes in computer science conference-paper Engineering Remote-Sensing Image Classification

  17

  citations

14 results