| A systematic study of the class imbalance problem in convolutional neural networks | Oct 15, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Robust Decentralized Learning Using ADMM with Unreliable Agents | Oct 14, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Performance Comparison of Intrusion Detection Systems and Application of Machine Learning to Snort System | Oct 13, 2017 | BIG-bench Machine LearningIntrusion Detection | —Unverified | 0 |
| User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction | Oct 13, 2017 | BIG-bench Machine LearningSentiment Analysis | CodeCode Available | 0 |
| Machine Learning by Unitary Tensor Network of Hierarchical Tree Structure | Oct 13, 2017 | BIG-bench Machine LearningTensor Networks | CodeCode Available | 0 |
| Two-stage Algorithm for Fairness-aware Machine Learning | Oct 13, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm | Oct 11, 2017 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer | Oct 10, 2017 | BIG-bench Machine LearningDictionary Learning | —Unverified | 0 |
| Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial | Oct 9, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| On Formalizing Fairness in Prediction with Machine Learning | Oct 9, 2017 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Considerations of automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure | Oct 9, 2017 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Random Projection and Its Applications | Oct 9, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Structural Feature Selection for Event Logs | Oct 8, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Machine Learning for Drug Overdose Surveillance | Oct 6, 2017 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Generating Nontrivial Melodies for Music as a Service | Oct 6, 2017 | BIG-bench Machine LearningDecoder | —Unverified | 0 |
| Performance Prediction and Optimization of Solar Water Heater via a Knowledge-Based Machine Learning Method | Oct 6, 2017 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Iterative Machine Learning for Precision Trajectory Tracking with Series Elastic Actuators | Oct 5, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Based Detection of Clickbait Posts in Social Media | Oct 5, 2017 | BIG-bench Machine LearningClickbait Detection | —Unverified | 0 |
| Primal-Dual Optimization Algorithms over Riemannian Manifolds: an Iteration Complexity Analysis | Oct 5, 2017 | BIG-bench Machine LearningCommunity Detection | —Unverified | 0 |
| Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy | Oct 4, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Facial Key Points Detection using Deep Convolutional Neural Network - NaimishNet | Oct 3, 2017 | 3D Face ReconstructionBIG-bench Machine Learning | CodeCode Available | 0 |
| Quantitative Evaluation of Confidence Measures in a Machine Learning World | Oct 1, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Decontamination of Mutual Contamination Models | Sep 30, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case | Sep 29, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Convergence Analysis of Distributed Stochastic Gradient Descent with Shuffling | Sep 29, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| A representer theorem for deep kernel learning | Sep 29, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Inference of Personal Attributes from Tweets Using Machine Learning | Sep 28, 2017 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| What is the Machine Learning? | Sep 28, 2017 | BIG-bench Machine LearningPhysical Intuition | —Unverified | 0 |
| Introducing machine learning for power system operation support | Sep 27, 2017 | BIG-bench Machine LearningRTE | —Unverified | 0 |
| KeyVec: Key-semantics Preserving Document Representations | Sep 27, 2017 | BIG-bench Machine Learningdocument understanding | —Unverified | 0 |
| EDEN: Evolutionary Deep Networks for Efficient Machine Learning | Sep 26, 2017 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Optimizing PID parameters with machine learning | Sep 26, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Active Learning amidst Logical Knowledge | Sep 26, 2017 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Towards automation of data quality system for CERN CMS experiment | Sep 25, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Enhanced Quantum Synchronization via Quantum Machine Learning | Sep 25, 2017 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Glass-Box Program Synthesis: A Machine Learning Approach | Sep 25, 2017 | BIG-bench Machine LearningProgram Synthesis | —Unverified | 0 |
| Learning crystal plasticity using digital image correlation: Examples from discrete dislocation dynamics | Sep 24, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Combining Machine Learning and Physics to Understand Glassy Systems | Sep 23, 2017 | BIG-bench Machine LearningPhysical Intuition | —Unverified | 0 |
| Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data | Sep 22, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Machine Learning Models that Remember Too Much | Sep 22, 2017 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Multiqubit and multilevel quantum reinforcement learning with quantum technologies | Sep 22, 2017 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| Practical Machine Learning for Cloud Intrusion Detection: Challenges and the Way Forward | Sep 20, 2017 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| A Voting-Based System for Ethical Decision Making | Sep 20, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges | Sep 19, 2017 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| A Survey of Machine Learning for Big Code and Naturalness | Sep 18, 2017 | BIG-bench Machine LearningNavigate | —Unverified | 0 |
| Representation Learning on Graphs: Methods and Applications | Sep 17, 2017 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Road Friction Estimation for Connected Vehicles using Supervised Machine Learning | Sep 15, 2017 | BIG-bench Machine LearningDescriptive | —Unverified | 0 |
| Anomaly Detection for a Water Treatment System Using Unsupervised Machine Learning | Sep 15, 2017 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Detection of Unauthorized IoT Devices Using Machine Learning Techniques | Sep 14, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Meta-QSAR: a large-scale application of meta-learning to drug design and discovery | Sep 12, 2017 | BIG-bench Machine LearningDrug Design | —Unverified | 0 |