imbalanced classification

learning classifier from class-imbalanced data

Papers

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Title	Date	Tasks	Status	Hype
Generative Adversarial Networks for Failure Prediction	Oct 4, 2019	imbalanced classificationManagement	—Unverified	0
Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector	Oct 4, 2019	ArticlesChange Detection	—Unverified	0
Self-paced Ensemble for Highly Imbalanced Massive Data Classification	Sep 8, 2019	ClassificationGeneral Classification	CodeCode Available	1
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoost	Aug 5, 2019	Binary ClassificationClassification	CodeCode Available	0
Stochastic Proximal AUC Maximization	Jun 14, 2019	Anomaly Detectionimbalanced classification	—Unverified	0
CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification	Jun 10, 2019	ClassificationGeneral Classification	—Unverified	0
Large-Scale Long-Tailed Recognition in an Open World	Apr 10, 2019	ClassificationFew-Shot Learning	CodeCode Available	1
Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods	Jan 12, 2019	BIG-bench Machine LearningFeature Importance	—Unverified	0
Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data	Jan 12, 2019	General Classificationimbalanced classification	—Unverified	0
Deep Reinforcement Learning for Imbalanced Classification	Jan 5, 2019	ClassificationDecision Making	CodeCode Available	0
Adversarial Classifier for Imbalanced Problems	Nov 21, 2018	ClassificationGeneral Classification	—Unverified	0
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning	Oct 29, 2018	Data AugmentationGeneral Classification	—Unverified	0
Superensemble Classifier for Improving Predictions in Imbalanced Datasets	Oct 25, 2018	feature selectionGeneral Classification	—Unverified	0
Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection	Aug 15, 2018	Data AugmentationImage Quality Assessment	—Unverified	0
Robust Tracking via Weighted Online Extreme Learning Machine	Jul 26, 2018	ClassificationGeneral Classification	—Unverified	0
Instance-based entropy fuzzy support vector machine for imbalanced data	Jul 11, 2018	BIG-bench Machine LearningDiversity	—Unverified	0
Stochastic Proximal Algorithms for AUC Maximization	Jul 1, 2018	ClassificationGeneral Classification	—Unverified	0
A Cost-Sensitive Deep Belief Network for Imbalanced Classification	Apr 28, 2018	ClassificationFault Diagnosis	—Unverified	0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification	Dec 12, 2017	ClusteringEnsemble Learning	CodeCode Available	0
Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning	Aug 31, 2017	ClassificationGeneral Classification	CodeCode Available	0
QUB at SemEval-2017 Task 6: Cascaded Imbalanced Classification for Humor Analysis in Twitter	Aug 1, 2017	General ClassificationHumor Detection	—Unverified	0
Influence of Resampling on Accuracy of Imbalanced Classification	Jul 12, 2017	Binary ClassificationClassification	—Unverified	0
The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression	May 23, 2017	General Classificationimbalanced classification	—Unverified	0
Semi-Supervised AUC Optimization based on Positive-Unlabeled Learning	May 4, 2017	imbalanced classification	—Unverified	0
MoleculeNet: A Benchmark for Molecular Machine Learning	Mar 2, 2017	BIG-bench Machine Learningimbalanced classification	CodeCode Available	1

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