| Quantifying Volatility Reduction in German Day-ahead Spot Market in the Period 2006 through 2016 | Jul 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Clustering Macroeconomic Time Series | Jul 18, 2018 | ClusteringTime Series | —Unverified | 0 |
| To Post or Not to Post: Using Online Trends to Predict Popularity of Offline Content | Jul 17, 2018 | ArticlesTime Series | —Unverified | 0 |
| A Data-Driven Approach for Predicting Vegetation-Related Outages in Power Distribution Systems | Jul 17, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Assessment of electrical and infrastructure recovery in Puerto Rico following hurricane Maria using a multisource time series of satellite imagery | Jul 16, 2018 | Change DetectionTime Series | —Unverified | 0 |
| Scene Learning: Deep Convolutional Networks For Wind Power Prediction by Embedding Turbines into Grid Space | Jul 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Deinterleaving of DNS Traffic | Jul 16, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Analysis of Advisor Portfolio using Multivariate Time Series and Cosine Similarity | Jul 13, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inferring Multidimensional Rates of Aging from Cross-Sectional Data | Jul 12, 2018 | Human AgingTime Series | CodeCode Available | 0 |
| A Stochastic Hybrid Framework for Driver Behavior Modeling Based on Hierarchical Dirichlet Process | Jul 11, 2018 | Bayesian InferenceTime Series | —Unverified | 0 |
| SVD-based Visualisation and Approximation for Time Series Data in Smart Energy Systems | Jul 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Shortening Time Required for Adaptive Structural Learning Method of Deep Belief Network with Multi-Modal Data Arrangement | Jul 11, 2018 | Deep LearningTime Series | —Unverified | 0 |
| A Recurrent Neural Network Survival Model: Predicting Web User Return Time | Jul 11, 2018 | Survival AnalysisTime Series | CodeCode Available | 0 |
| Adaptive Learning Method of Recurrent Temporal Deep Belief Network to Analyze Time Series Data | Jul 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploiting statistical dependencies of time series with hierarchical correlation reconstruction | Jul 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Knowledge Extracted from Recurrent Deep Belief Network for Real Time Deterministic Control | Jul 11, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| A deep learning architecture to detect events in EEG signals during sleep | Jul 11, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analysis | Jul 10, 2018 | ClusteringDecoder | CodeCode Available | 0 |
| Thresholded ConvNet Ensembles: Neural Networks for Technical Forecasting | Jul 9, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Process Monitoring Using Maximum Sequence Divergence | Jul 9, 2018 | Anomaly DetectionTemporal Sequences | —Unverified | 0 |
| Learning The Sequential Temporal Information with Recurrent Neural Networks | Jul 8, 2018 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| A Variational Time Series Feature Extractor for Action Prediction | Jul 6, 2018 | Action RecognitionPrediction | CodeCode Available | 0 |
| Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks | Jul 4, 2018 | Mortality PredictionTime Series | —Unverified | 0 |
| Dynamic Prediction Length for Time Series with Sequence to Sequence Networks | Jul 2, 2018 | PredictionTime Series | —Unverified | 0 |
| Mining Illegal Insider Trading of Stocks: A Proactive Approach | Jul 2, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series | Jul 1, 2018 | State Space ModelsTime Series | —Unverified | 0 |
| Accurate Uncertainties for Deep Learning Using Calibrated Regression | Jul 1, 2018 | Deep LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Deep Bayesian Nonparametric Tracking | Jul 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving Optimization in Models With Continuous Symmetry Breaking | Jul 1, 2018 | Representation LearningTime Series | —Unverified | 0 |
| Sampling and Reconstruction of Signals on Product Graphs | Jun 30, 2018 | Active LearningRecommendation Systems | CodeCode Available | 0 |
| An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference | Jun 27, 2018 | Bayesian InferenceTime Series | —Unverified | 0 |
| Nonlinearity in stock networks | Jun 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis | Jun 23, 2018 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Focusing on What is Relevant: Time-Series Learning and Understanding using Attention | Jun 22, 2018 | General ClassificationTime Series | —Unverified | 0 |
| Complex Gated Recurrent Neural Networks | Jun 21, 2018 | Human motion predictionmotion prediction | CodeCode Available | 0 |
| What Makes An Asset Useful? | Jun 21, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Review of Network Inference Techniques for Neural Activation Time Series | Jun 20, 2018 | Point ProcessesTime Series | CodeCode Available | 0 |
| Kernel Methods for Nonlinear Connectivity Detection | Jun 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-variable LSTM neural network for autoregressive exogenous model | Jun 17, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Denoising Time Series Data Using Asymmetric Generative Adversarial Networks | Jun 17, 2018 | DenoisingEEG | —Unverified | 0 |
| Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery | Jun 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A review on distance based time series classification | Jun 12, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| The Role of Agricultural Sector Productivity in Economic Growth: The Case of Iran's Economic Development Plan | Jun 11, 2018 | ManagementTime Series | —Unverified | 0 |
| Stationary Geometric Graphical Model Selection | Jun 10, 2018 | modelModel Selection | —Unverified | 0 |
| Discovering Signals from Web Sources to Predict Cyber Attacks | Jun 8, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SOM-VAE: Interpretable Discrete Representation Learning on Time Series | Jun 6, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| EigenNetworks | Jun 5, 2018 | DescriptiveTime Series | —Unverified | 0 |
| History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora | Jun 4, 2018 | Change Point DetectionTime Series | —Unverified | 0 |
| Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction | Jun 2, 2018 | PredictionTime Series | CodeCode Available | 0 |
| Quantifying the dynamics of topical fluctuations in language | Jun 2, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |