| Boosting the kernelized shapelets: Theory and algorithms for local features | Sep 5, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Linking Generative Adversarial Learning and Binary Classification | Sep 5, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer's Disease using Hippocampal MRI data | Sep 5, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach | Sep 1, 2017 | Binary ClassificationEntity Extraction using GAN | —Unverified | 0 |
| Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories | Sep 1, 2017 | Binary ClassificationTranslation | —Unverified | 0 |
| GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images | Aug 7, 2017 | Binary ClassificationDiversity | —Unverified | 0 |
| Multi-Class Optimal Margin Distribution Machine | Aug 1, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Bayesian Optimization with Tree-structured Dependencies | Aug 1, 2017 | Bayesian OptimizationBinary Classification | —Unverified | 0 |
| Consistency Analysis for Binary Classification Revisited | Aug 1, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Active Heteroscedastic Regression | Aug 1, 2017 | Active LearningBinary Classification | —Unverified | 0 |
| SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets | Aug 1, 2017 | Binary ClassificationSentiment Analysis | —Unverified | 0 |
| MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data? | Jul 29, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A Robust Multi-Batch L-BFGS Method for Machine Learning | Jul 26, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Influence of Resampling on Accuracy of Imbalanced Classification | Jul 12, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Underwater object classification using scattering transform of sonar signals | Jul 11, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits | Jul 5, 2017 | Binary ClassificationData Compression | —Unverified | 0 |
| Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts | Jul 1, 2017 | Binary ClassificationWord Embeddings | —Unverified | 0 |
| Preference-based performance measures for Time-Domain Global Similarity method | Jun 30, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Penalizing Unfairness in Binary Classification | Jun 30, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets | Jun 29, 2017 | Binary ClassificationOnset Detection | —Unverified | 0 |
| Feature uncertainty bounding schemes for large robust nonlinear SVM classifiers | Jun 29, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| High-dimensional classification by sparse logistic regression | Jun 26, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins | Jun 21, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Crowdsourcing with Sparsely Interacting Workers | Jun 20, 2017 | Binary ClassificationMatrix Completion | —Unverified | 0 |
| Multi-class probabilistic classification using inductive and cross Venn-Abers predictors | Jun 16, 2017 | Binary ClassificationClassification | CodeCode Available | 1 |
