| A Machine Learning Based Intrusion Detection System for Software Defined 5G Network | Jul 10, 2017 | BIG-bench Machine LearningIntrusion Detection | —Unverified | 0 |
| External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway | Jul 7, 2017 | BIG-bench Machine LearningEvent Extraction | CodeCode Available | 0 |
| High-Performance FPGA Implementation of Equivariant Adaptive Separation via Independence Algorithm for Independent Component Analysis | Jul 6, 2017 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| An Interactive Tool for Natural Language Processing on Clinical Text | Jul 6, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning, Deepest Learning: Statistical Data Assimilation Problems | Jul 5, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine-Learning Tests for Effects on Multiple Outcomes | Jul 5, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Employee turnover prediction and retention policies design: a case study | Jul 5, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Stochastic, Distributed and Federated Optimization for Machine Learning | Jul 4, 2017 | BIG-bench Machine LearningDistributed Optimization | —Unverified | 0 |
| Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks | Jul 3, 2017 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Fair Pipelines | Jul 3, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Dimensionality reduction with missing values imputation | Jul 2, 2017 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Multimodal Machine Learning: Integrating Language, Vision and Speech | Jul 1, 2017 | Audio-Visual Speech RecognitionBIG-bench Machine Learning | —Unverified | 0 |
| Persistence Diagrams with Linear Machine Learning Models | Jun 30, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning | Jun 30, 2017 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Machine Learning Approaches to Energy Consumption Forecasting in Households | Jun 29, 2017 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition | Jun 29, 2017 | BIG-bench Machine LearningClinical Concept Extraction | CodeCode Available | 0 |
| Interpretability via Model Extraction | Jun 29, 2017 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| autoBagging: Learning to Rank Bagging Workflows with Metalearning | Jun 28, 2017 | AutoMLBayesian Optimization | —Unverified | 0 |
| HTM-MAT: An online prediction software toolbox based on cortical machine learning algorithm | Jun 28, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Data-driven Natural Language Generation: Paving the Road to Success | Jun 28, 2017 | BIG-bench Machine LearningText Generation | —Unverified | 0 |
| (Machine) Learning to Do More with Less | Jun 28, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Developing Bug-Free Machine Learning Systems With Formal Mathematics | Jun 26, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| The Fog of War: A Machine Learning Approach to Forecasting Weather on Mars | Jun 26, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| On conditional parity as a notion of non-discrimination in machine learning | Jun 26, 2017 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Optimal choice: new machine learning problem and its solution | Jun 26, 2017 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| MAGIX: Model Agnostic Globally Interpretable Explanations | Jun 22, 2017 | BIG-bench Machine LearningMarketing | —Unverified | 0 |
| A hybrid supervised/unsupervised machine learning approach to solar flare prediction | Jun 21, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| The Theory is Predictive, but is it Complete? An Application to Human Perception of Randomness | Jun 21, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| RARD: The Related-Article Recommendation Dataset | Jun 20, 2017 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Deep Learning in (and of) Agent-Based Models: A Prospectus | Jun 20, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Logics and practices of transparency and opacity in real-world applications of public sector machine learning | Jun 19, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Adiabatic Quantum Computing for Binary Clustering | Jun 17, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Machine Learning in Appearance-based Robot Self-localization | Jun 17, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| AI-Powered Social Bots | Jun 16, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| An Overview of Multi-Task Learning in Deep Neural Networks | Jun 15, 2017 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 0 |
| Identifying Condition-Action Statements in Medical Guidelines Using Domain-Independent Features | Jun 13, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Context encoding enables machine learning-based quantitative photoacoustics | Jun 12, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis | Jun 12, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Self-Normalizing Neural Networks | Jun 8, 2017 | AstronomyBIG-bench Machine Learning | CodeCode Available | 2 |
| Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes | Jun 7, 2017 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation | Jun 6, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A generalized method toward drug-target interaction prediction via low-rank matrix projection | Jun 6, 2017 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 0 |
| Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling | Jun 6, 2017 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Multi-Observation Elicitation | Jun 5, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Bayesian LSTMs in medicine | Jun 5, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| InfiniteBoost: building infinite ensembles with gradient descent | Jun 4, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Evolving imputation strategies for missing data in classification problems with TPOT | Jun 4, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Swarm Intelligence in Semi-supervised Classification | Jun 3, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Financial Series Prediction: Comparison Between Precision of Time Series Models and Machine Learning Methods | Jun 3, 2017 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Facies classification from well logs using an inception convolutional network | Jun 2, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |