| Uncertainty Quantification in Scientific Machine Learning: Methods, Metrics, and Comparisons | Jan 19, 2022 | BIG-bench Machine LearningUncertainty Quantification | CodeCode Available | 2 |
| Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets | Jan 19, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A Study on the Ambiguity in Human Annotation of German Oral History Interviews for Perceived Emotion Recognition and Sentiment Analysis | Jan 18, 2022 | BIG-bench Machine LearningEmotion Recognition | —Unverified | 0 |
| Transparent Single-Cell Set Classification with Kernel Mean Embeddings | Jan 18, 2022 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Machine learning prediction for mean motion resonance behaviour -- The planar case | Jan 18, 2022 | BIG-bench Machine LearningNumerical Integration | —Unverified | 0 |
| Nonparametric Feature Selection by Random Forests and Deep Neural Networks | Jan 18, 2022 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Bridging the Language Gap: An Empirical Study of Bindings for Open Source Machine Learning Libraries Across Software Package Ecosystems | Jan 18, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Socioeconomic disparities and COVID-19: the causal connections | Jan 18, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| The Risks and Rewards of Invariant Risk Minimization | Jan 17, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Using Machine Learning to Detect Rotational Symmetries from Reflectional Symmetries in 2D Images | Jan 17, 2022 | BIG-bench Machine LearningSymmetry Detection | CodeCode Available | 0 |
| Data-Centric Machine Learning in the Legal Domain | Jan 17, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| A Brief Survey of Machine Learning Methods for Emotion Prediction using Physiological Data | Jan 17, 2022 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Using Machine Learning Based Models for Personality Recognition | Jan 17, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Face Detection in Extreme Conditions: A Machine-learning Approach | Jan 17, 2022 | BIG-bench Machine LearningFace Detection | —Unverified | 0 |
| Active Gradual Machine Learning for Entity Resolution | Jan 16, 2022 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Biasly: a machine learning based platform for automatic racial discrimination detection in online texts | Jan 16, 2022 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Robin: A Novel Online Suicidal Text Corpus of Substantial Breadth and Scale | Jan 16, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferring | Jan 16, 2022 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 0 |
| Enhancement of Healthcare Data Performance Metrics using Neural Network Machine Learning Algorithms | Jan 16, 2022 | BIG-bench Machine LearningTime Series Analysis | —Unverified | 0 |
| Adversarial Machine Learning Threat Analysis and Remediation in Open Radio Access Network (O-RAN) | Jan 16, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| A Taxonomy of Information Attributes for Test Case Prioritisation: Applicability, Machine Learning | Jan 16, 2022 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
| Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters | Jan 16, 2022 | BIG-bench Machine LearningFinancial Analysis | —Unverified | 0 |
| Machine Learning for Food Review and Recommendation | Jan 15, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data | Jan 14, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| A causal model of safety assurance for machine learning | Jan 14, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Transfer Learning for Plant Phenotyping | Jan 14, 2022 | BIG-bench Machine LearningGPR | —Unverified | 0 |
| Prediction of Drug-Induced TdP Risks Using Machine Learning and Rabbit Ventricular Wedge Assay | Jan 14, 2022 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Manifoldron: Direct Space Partition via Manifold Discovery | Jan 14, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Density reconstruction from schlieren images through Bayesian nonparametric models | Jan 13, 2022 | BIG-bench Machine LearningDensity Estimation | CodeCode Available | 0 |
| The Fairness Field Guide: Perspectives from Social and Formal Sciences | Jan 13, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach | Jan 13, 2022 | BIG-bench Machine LearningGraph Learning | —Unverified | 0 |
| Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing | Jan 13, 2022 | BIG-bench Machine LearningKnowledge Graphs | —Unverified | 0 |
| Improving VAE based molecular representations for compound property prediction | Jan 13, 2022 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| Hyperparameter Importance for Machine Learning Algorithms | Jan 13, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Predicting Terrorist Attacks in the United States using Localized News Data | Jan 12, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Blackbox Post-Processing for Multiclass Fairness | Jan 12, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Detection of brain tumors using machine learning algorithms | Jan 12, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| When Machine Learning Meets Spectrum Sharing Security: Methodologies and Challenges | Jan 12, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features? | Jan 12, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Fighting Money Laundering with Statistics and Machine Learning | Jan 11, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Systematic Literature Review: Quantum Machine Learning and its applications | Jan 11, 2022 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Application of Machine Learning-Based Pattern Recognition in IoT Devices: Review | Jan 10, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification | Jan 10, 2022 | BIG-bench Machine LearningIoT Device Identification | —Unverified | 0 |
| Predictions of Reynolds and Nusselt numbers in turbulent convection using machine-learning models | Jan 10, 2022 | BIG-bench Machine Learningregression | —Unverified | 0 |
| A Simulation Platform for Multi-tenant Machine Learning Services on Thousands of GPUs | Jan 10, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| A machine learning search for optimal GARCH parameters | Jan 10, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study | Jan 10, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication | Jan 9, 2022 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Machine learning enabling high-throughput and remote operations at large-scale user facilities | Jan 9, 2022 | BIG-bench Machine LearningManagement | CodeCode Available | 0 |
| Forecasting Loss of Signal in Optical Networks with Machine Learning | Jan 8, 2022 | BIG-bench Machine LearningClassification on Time Series with Missing Data | —Unverified | 0 |