| Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation | Feb 2, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Interpretability of machine learning based prediction models in healthcare | Feb 20, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Interpretability of Machine Learning Methods Applied to Neuroimaging | Apr 14, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Interpretability on clinical analysis from Pattern Disentanglement Insight | Nov 16, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| GRASPEL: Graph Spectral Learning at Scale | Nov 23, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Interpretability via Model Extraction | Jun 29, 2017 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Interpretable and Explainable Machine Learning for Materials Science and Chemistry | Nov 1, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform | May 6, 2019 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 |
| Interpretable Classification Models for Recidivism Prediction | Mar 26, 2015 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Interpretable Data-Based Explanations for Fairness Debugging | Dec 17, 2021 | BIG-bench Machine LearningExplainable artificial intelligence | —Unverified | 0 |
| Interpretable discovery of new semiconductors with machine learning | Jan 12, 2021 | BIG-bench Machine LearningKnowledge Distillation | —Unverified | 0 |
| Contrastive Representation Learning: A Framework and Review | Oct 10, 2020 | BIG-bench Machine LearningContrastive Learning | —Unverified | 0 |
| Interpret-able feedback for AutoML systems | Feb 22, 2021 | Active LearningAutoML | —Unverified | 0 |
| Interpretable Machine Learning -- A Brief History, State-of-the-Art and Challenges | Oct 19, 2020 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Interpretable machine learning applied to on-farm biosecurity and porcine reproductive and respiratory syndrome virus | Jun 11, 2021 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| A novel multi-scale loss function for classification problems in machine learning | Jun 4, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Interpretable Machine Learning Classifiers for Brain Tumour Survival Prediction | Jun 17, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| AI in Asset Management and Rebellion Research | Jun 29, 2022 | Asset ManagementBIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web | Dec 1, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Interpretable Machine Learning for Privacy-Preserving Pervasive Systems | Oct 23, 2017 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Item Response Theory based Ensemble in Machine Learning | Nov 11, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Interpretable Machine Learning for Self-Service High-Risk Decision-Making | May 9, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges | Mar 20, 2021 | Additive modelsBIG-bench Machine Learning | —Unverified | 0 |
| Interpretable machine learning in Physics | Mar 11, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Interpretable machine learning models: a physics-based view | Mar 22, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Interpretable Machine Learning Models for Modal Split Prediction in Transportation Systems | Mar 27, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Interpretable Machine Learning Models for the Digital Clock Drawing Test | Jun 23, 2016 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Interpretable machine learning optimization (InterOpt) for operational parameters: a case study of highly-efficient shale gas development | Jun 20, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Graph Tracking in Dynamic Probabilistic Programs via Source Transformations | Oct 16, 2019 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Interpretable Mixture Density Estimation by use of Differentiable Tree-module | May 8, 2021 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 |
| Volume-Centred Range Bars: Novel Interpretable Representation of Financial Markets Designed for Machine Learning Applications | Mar 23, 2021 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Natural Language Specification of Reinforcement Learning Policies through Differentiable Decision Trees | Jan 18, 2021 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| Classifying medical notes into standard disease codes using Machine Learning | Feb 1, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Interpretable Reinforcement Learning with Ensemble Methods | Sep 19, 2018 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics | Dec 11, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems | Jun 20, 2018 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Interpretable transformed ANOVA approximation on the example of the prevention of forest fires | Oct 14, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Interpretable Two-level Boolean Rule Learning for Classification | Jun 18, 2016 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Interpretation of Black Box NLP Models: A Survey | Mar 31, 2022 | BIG-bench Machine LearningSurvey | —Unverified | 0 |
| Convolutional Neural Network for Iris Recognition | Feb 16, 2021 | BIG-bench Machine LearningIris Recognition | —Unverified | 0 |
| A Novel Machine Learning Method for Preference Identification | Oct 22, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| INTERPRETATION OF NEURAL NETWORK IS FRAGILE | Jan 1, 2018 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| Interpretation of Sentiment Analysis in Aeschylus’s Greek Tragedy | Dec 1, 2020 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| Interpreting a Machine Learning Model for Detecting Gravitational Waves | Feb 15, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Interpreting Complex Regression Models | Feb 26, 2018 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Interpreting Deep Learning: The Machine Learning Rorschach Test? | Jun 1, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Interpreting Imagined Speech Waves with Machine Learning techniques | Oct 7, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Convolutional Neural Networks for Space-Time Block Coding Recognition | Oct 19, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Classifying Human Activities with Inertial Sensors: A Machine Learning Approach | Nov 9, 2021 | Activity RecognitionBIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier | Oct 21, 2019 | BIG-bench Machine Learning | —Unverified | 0 |