| Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection | Mar 27, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep Centers | Dec 9, 2023 | AnatomyAutoML | CodeCode Available | 1 | 5 |
| A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes | Dec 12, 2020 | Active LearningBinary Classification | CodeCode Available | 1 | 5 |
| TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and Transformer | Sep 13, 2024 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Testing the Consistency of Performance Scores Reported for Binary Classification Problems | Oct 19, 2023 | Binary ClassificationSpecificity | CodeCode Available | 1 | 5 |
| The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling | Jan 1, 2022 | Binary ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| A Stochastic Optimization Framework for Fair Risk Minimization | Feb 24, 2021 | Binary ClassificationFairness | CodeCode Available | 1 | 5 |
| SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection | Apr 22, 2024 | Binary ClassificationText Detection | CodeCode Available | 1 | 5 |
| Ensemble Methods for Robust Support Vector Machines using Integer Programming | Mar 3, 2022 | Binary Classification | CodeCode Available | 0 | 5 |
| Ensemble Genetic Programming | Jan 21, 2020 | Binary ClassificationEnsemble Learning | CodeCode Available | 0 | 5 |
| Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews | Dec 17, 2014 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural Networks | Jan 20, 2017 | Binary ClassificationEvent Detection | CodeCode Available | 0 | 5 |
| Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach | Dec 4, 2024 | Binary ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models | Jun 28, 2024 | Binary Classification | CodeCode Available | 0 | 5 |
| Embedding Uncertain Knowledge Graphs | Nov 26, 2018 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Efficient computation of predictive probabilities in probit models via expectation propagation | Sep 4, 2023 | Binary ClassificationForm | CodeCode Available | 0 | 5 |
| Effect of the output activation function on the probabilities and errors in medical image segmentation | Sep 2, 2021 | Binary ClassificationImage Segmentation | CodeCode Available | 0 | 5 |
| Efficient line search for optimizing Area Under the ROC Curve in gradient descent | Oct 11, 2024 | Binary Classification | CodeCode Available | 0 | 5 |
| Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary Classification | Nov 27, 2024 | Binary ClassificationComputational Efficiency | CodeCode Available | 0 | 5 |
| Do We Really Need Imputation in AutoML Predictive Modeling? | Apr 12, 2024 | Automatic Machine Learning Model SelectionAutoML | CodeCode Available | 0 | 5 |
| Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation | Apr 22, 2024 | Binary ClassificationDomain Generalization | CodeCode Available | 0 | 5 |
| Efficient Policy Learning from Surrogate-Loss Classification Reductions | Feb 12, 2020 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| EPP: interpretable score of model predictive power | Aug 24, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Annotation and Classification of Relevant Clauses in Terms-and-Conditions Contracts | Feb 22, 2024 | Binary Classification | CodeCode Available | 0 | 5 |
| Diversity-Aware Weighted Majority Vote Classifier for Imbalanced Data | Apr 16, 2020 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasets | Jul 22, 2024 | Binary Classificationfeature selection | CodeCode Available | 0 | 5 |
| An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations | Mar 28, 2024 | Binary Classificationcounterfactual | CodeCode Available | 0 | 5 |
| An innovative adaptive kriging approach for efficient binary classification of mechanical problems | Jul 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| A benchmark of categorical encoders for binary classification | Jul 17, 2023 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Distributed and parallel time series feature extraction for industrial big data applications | Oct 25, 2016 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic Nodes | Jul 24, 2020 | Binary ClassificationEfficient Neural Network | CodeCode Available | 0 | 5 |
| DIALOG-22 RuATD Generated Text Detection | Jun 16, 2022 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet model | Mar 9, 2022 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 0 | 5 |
| Distance Guided Generative Adversarial Network for Explainable Binary Classifications | Dec 29, 2023 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Differentially Private Fair Binary Classifications | Feb 23, 2024 | Binary ClassificationFairness | CodeCode Available | 0 | 5 |
| Distributed Variational Inference for Online Supervised Learning | Sep 5, 2023 | Binary ClassificationVariational Inference | CodeCode Available | 0 | 5 |
| Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA) | Nov 29, 2019 | Binary Classification | CodeCode Available | 0 | 5 |
| Detecting harassment and defamation in cyberbullying with emotion-adaptive training | Jan 28, 2025 | Binary Classification | CodeCode Available | 0 | 5 |
| Detecting Decision Ambiguity from Facial Images | May 15, 2018 | Binary Classification | CodeCode Available | 0 | 5 |
| ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods | Sep 25, 2024 | Binary ClassificationFairness | CodeCode Available | 0 | 5 |
| Detecting Financial Bots on the Ethereum Blockchain | Mar 28, 2024 | Binary Classification | CodeCode Available | 0 | 5 |
| AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active Learning | May 6, 2025 | Active LearningAnomaly Detection | CodeCode Available | 0 | 5 |
| Detection of Human and Machine-Authored Fake News in Urdu | Oct 25, 2024 | Binary ClassificationFake News Detection | CodeCode Available | 0 | 5 |
| ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic Methods | Dec 21, 2022 | Binary Classificationregression | CodeCode Available | 0 | 5 |
| An Optimization Approach to Learning Falling Rule Lists | Oct 6, 2017 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Discriminative Active Learning | Jul 15, 2019 | Active LearningBinary Classification | CodeCode Available | 0 | 5 |
| Estimation and Applications of Quantiles in Deep Binary Classification | Feb 9, 2021 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Dermoscopic Dark Corner Artifacts Removal: Friend or Foe? | Jun 23, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Advancing Image Retrieval with Few-Shot Learning and Relevance Feedback | Dec 18, 2023 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| A CNN adapted to time series for the classification of Supernovae | Jan 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
