| The Complex Event Recognition Group | Feb 12, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Electric Vehicle Driver Clustering using Statistical Model and Machine Learning | Feb 12, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Machine Learning-based Variability Handling in IoT Agents | Feb 12, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Bitcoin Volatility Forecasting with a Glimpse into Buy and Sell Orders | Feb 12, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| A Fast Proximal Point Method for Computing Exact Wasserstein Distance | Feb 12, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Consistent Individualized Feature Attribution for Tree Ensembles | Feb 12, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Global Model Interpretation via Recursive Partitioning | Feb 11, 2018 | BIG-bench Machine Learningmodel | CodeCode Available | 0 |
| SGD and Hogwild! Convergence Without the Bounded Gradients Assumption | Feb 11, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Neural Architecture Search with Bayesian Optimisation and Optimal Transport | Feb 11, 2018 | Bayesian OptimisationBIG-bench Machine Learning | CodeCode Available | 0 |
| Document Classification Using Distributed Machine Learning | Feb 10, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Enhanced version of AdaBoostM1 with J48 Tree learning method | Feb 10, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter | Feb 10, 2018 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction | Feb 9, 2018 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 |
| URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection | Feb 9, 2018 | BIG-bench Machine LearningFeature Engineering | CodeCode Available | 0 |
| Online Learning: A Comprehensive Survey | Feb 8, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection | Feb 8, 2018 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| Deep Learning with Apache SystemML | Feb 8, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps | Feb 7, 2018 | BIG-bench Machine LearningComponent Classification | —Unverified | 0 |
| An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical Notes | Feb 7, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Software Engineers vs. Machine Learning Algorithms: An Empirical Study Assessing Performance and Reuse Tasks | Feb 4, 2018 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| MotifNet: a motif-based Graph Convolutional Network for directed graphs | Feb 4, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy | Feb 4, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making | Feb 3, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation | Feb 2, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Detecting Zones and Threat on 3D Body for Security in Airports using Deep Machine Learning | Feb 2, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Machine learning and evolutionary techniques in interplanetary trajectory design | Feb 1, 2018 | BIG-bench Machine LearningTrajectory Planning | —Unverified | 0 |
| Classifying medical notes into standard disease codes using Machine Learning | Feb 1, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Weighted Nonlocal Total Variation in Image Processing | Jan 31, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| A Machine Learning Approach to Quantitative Prosopography | Jan 30, 2018 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Anomaly detection in wide area network mesh using two machine learning anomaly detection algorithms | Jan 30, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Evaluating approaches for supervised semantic labeling | Jan 29, 2018 | BIG-bench Machine LearningData Integration | CodeCode Available | 0 |
| Deep Learning Approach for Very Similar Objects Recognition Application on Chihuahua and Muffin Problem | Jan 29, 2018 | BIG-bench Machine LearningSmall Data Image Classification | CodeCode Available | 0 |
| Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges | Jan 29, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Search Based Code Generation for Machine Learning Programs | Jan 29, 2018 | BIG-bench Machine LearningCode Generation | —Unverified | 0 |
| Malaria Detection Using Image Processing and Machine Learning | Jan 28, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Gradient descent revisited via an adaptive online learning rate | Jan 27, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Ontology-based Fuzzy Markup Language Agent for Student and Robot Co-Learning | Jan 26, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| SocialML: machine learning for social media video creators | Jan 25, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Evaluation of Interactive Machine Learning Systems | Jan 24, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Deep Learning for Sentiment Analysis : A Survey | Jan 24, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Development and application of a machine learning supported methodology for measurement and verification (M&V) 2.0 | Jan 24, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Training Set Debugging Using Trusted Items | Jan 24, 2018 | BIG-bench Machine LearningBilevel Optimization | —Unverified | 0 |
| Machine learning in APOGEE: Unsupervised spectral classification with K-means | Jan 24, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Siamese Neural Networks with Random Forest for detecting duplicate question pairs | Jan 22, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Neural Multi-task Learning in Automated Assessment | Jan 21, 2018 | Automated Essay ScoringBIG-bench Machine Learning | —Unverified | 0 |
| Introducing ReQuEST: an Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments | Jan 19, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A machine learning approach to reconstruction of heart surface potentials from body surface potentials | Jan 19, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC) Perspective | Jan 19, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Faster Learning by Reduction of Data Access Time | Jan 18, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Layered TPOT: Speeding up Tree-based Pipeline Optimization | Jan 18, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 |