| Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI | Jul 12, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Coronary Heart Disease Diagnosis Based on Improved Ensemble Learning | Jul 6, 2020 | DiversityEnsemble Learning | —Unverified | 0 |
| Quantum Ensemble for Classification | Jul 2, 2020 | ClassificationEnsemble Learning | CodeCode Available | 0 |
| AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference | Jul 2, 2020 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet | Jul 1, 2020 | Action RecognitionEnsemble Learning | CodeCode Available | 0 |
| An ensemble learning framework based on group decision making | Jul 1, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Digit Image Recognition Using an Ensemble of One-Versus-All Deep Network Classifiers | Jun 28, 2020 | AllBinary Classification | —Unverified | 0 |
| Diverse Knowledge Distillation (DKD): A Solution for Improving The Robustness of Ensemble Models Against Adversarial Attacks | Jun 26, 2020 | Ensemble Learningimage-classification | —Unverified | 0 |
| ELMV: an Ensemble-Learning Approach for Analyzing Electrical Health Records with Significant Missing Values | Jun 25, 2020 | Ensemble LearningImputation | —Unverified | 0 |
| The Max-Cut Decision Tree: Improving on the Accuracy and Running Time of Decision Trees | Jun 25, 2020 | ClassificationCPU | —Unverified | 0 |
| Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition | Jun 20, 2020 | ClusteringEnsemble Learning | —Unverified | 0 |
| Comparative Sentiment Analysis of App Reviews | Jun 17, 2020 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 |
| Model Agnostic Combination for Ensemble Learning | Jun 16, 2020 | Ensemble LearningMixture-of-Experts | —Unverified | 0 |
| Classifying degraded images over various levels of degradation | Jun 15, 2020 | ClassificationEnsemble Learning | —Unverified | 0 |
| Fake Reviews Detection through Ensemble Learning | Jun 14, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Detection of Coincidentally Correct Test Cases through Random Forests | Jun 14, 2020 | Ensemble LearningFault localization | —Unverified | 0 |
| Early Blindness Detection Based on Retinal Images Using Ensemble Learning | Jun 12, 2020 | Ensemble Learning | —Unverified | 0 |
| Ensemble Learning with Statistical and Structural Models | Jun 7, 2020 | Causal InferenceEnsemble Learning | —Unverified | 0 |
| "To Target or Not to Target": Identification and Analysis of Abusive Text Using Ensemble of Classifiers | Jun 5, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Outlier Detection in Indoor Localization and Internet of Things (IoT) using Machine Learning | Jun 3, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Countering hate on social media: Large scale classification of hate and counter speech | Jun 2, 2020 | Ensemble LearningGeneral Classification | —Unverified | 0 |
| RSSI Fingerprinting-based Localization Using Machine Learning in LoRa Networks | Jun 1, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features based Ensemble Learning | May 31, 2020 | ArticlesEnsemble Learning | —Unverified | 0 |
| Ensemble Learning of Coarse-Grained Molecular Dynamics Force Fields with a Kernel Approach | May 4, 2020 | Ensemble Learning | —Unverified | 0 |
| StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics | May 4, 2020 | Ensemble LearningStance Detection | CodeCode Available | 0 |
| Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach | May 1, 2020 | Aggression IdentificationBinary Classification | —Unverified | 0 |
| Machine learning for causal inference: on the use of cross-fit estimators | Apr 21, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Diversity-Aware Weighted Majority Vote Classifier for Imbalanced Data | Apr 16, 2020 | Binary ClassificationClassification | CodeCode Available | 0 |
| Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays | Apr 16, 2020 | COVID-19 DiagnosisEnsemble Learning | —Unverified | 0 |
| Diverse Instances-Weighting Ensemble based on Region Drift Disagreement for Concept Drift Adaptation | Apr 13, 2020 | DiversityEnsemble Learning | —Unverified | 0 |
| Prune2Edge: A Multi-Phase Pruning Pipelines to Deep Ensemble Learning in IIoT | Apr 9, 2020 | ClusteringEnsemble Learning | —Unverified | 0 |
| Learning from Imperfect Annotations | Apr 7, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Enhance the performance of navigation: A two-stage machine learning approach | Apr 2, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Automated Detection of Cribriform Growth Patterns in Prostate Histology Images | Mar 23, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Ensembles of Deep Neural Networks for Action Recognition in Still Images | Mar 22, 2020 | Action ClassificationAction Recognition | —Unverified | 0 |
| Ensemble learning in CNN augmented with fully connected subnetworks | Mar 19, 2020 | Ensemble LearningImage Classification | CodeCode Available | 0 |
| Domain Adaptive Ensemble Learning | Mar 16, 2020 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Wind Speed Prediction using Deep Ensemble Learning with a Jet-like Architecture | Feb 28, 2020 | Ensemble LearningTime Series Analysis | —Unverified | 0 |
| A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs | Feb 27, 2020 | Ensemble LearningImputation | —Unverified | 0 |
| A Comparative Study of Machine Learning Models for Predicting the State of Reactive Mixing | Feb 24, 2020 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 |
| A New Decomposition Ensemble Approach for Tourism Demand Forecasting: Evidence from Major Source Countries | Feb 21, 2020 | Demand ForecastingEnsemble Learning | —Unverified | 0 |
| Seasonal and Trend Forecasting of Tourist Arrivals: An Adaptive Multiscale Ensemble Learning Approach | Feb 19, 2020 | Ensemble Learning | —Unverified | 0 |
| AutoAlpha: an Efficient Hierarchical Evolutionary Algorithm for Mining Alpha Factors in Quantitative Investment | Feb 9, 2020 | DiversityEnsemble Learning | —Unverified | 0 |
| Predict your Click-out: Modeling User-Item Interactions and Session Actions in an Ensemble Learning Fashion | Feb 8, 2020 | Ensemble Learning | CodeCode Available | 0 |
| Majority Voting and the Condorcet's Jury Theorem | Feb 8, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Iterative Data Programming for Expanding Text Classification Corpora | Feb 4, 2020 | ClassificationDenoising | —Unverified | 0 |
| Machine Learning Based Channel Modeling for Vehicular Visible Light Communication | Feb 3, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Ensemble Grammar Induction For Detecting Anomalies in Time Series | Jan 29, 2020 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Ensemble Genetic Programming | Jan 21, 2020 | Binary ClassificationEnsemble Learning | CodeCode Available | 0 |
| SEERL: Sample Efficient Ensemble Reinforcement Learning | Jan 15, 2020 | continuous-controlContinuous Control | —Unverified | 0 |