| Anomaly Detection for a Water Treatment System Using Unsupervised Machine Learning | Sep 15, 2017 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Motif-based Rule Discovery for Predicting Real-valued Time Series | Sep 14, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners | Sep 13, 2017 | General ClassificationTime Series | —Unverified | 0 |
| Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application | Sep 12, 2017 | 2D Object DetectionAbnormal Event Detection In Video | —Unverified | 0 |
| Discovering Potential Correlations via Hypercontractivity | Sep 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Support Spinor Machine | Sep 11, 2017 | General ClassificationOne-Class Classification | —Unverified | 0 |
| R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting | Sep 10, 2017 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process | Sep 7, 2017 | Cyber Attack DetectionFault Detection | —Unverified | 0 |
| Basic Filters for Convolutional Neural Networks Applied to Music: Training or Design? | Sep 7, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Tensor Representation in High-Frequency Financial Data for Price Change Prediction | Sep 5, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards social pattern characterization in egocentric photo-streams | Sep 5, 2017 | DiversityTime Series | —Unverified | 0 |
| Boosting the kernelized shapelets: Theory and algorithms for local features | Sep 5, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks | Sep 4, 2017 | Missing ValuesTime Series | —Unverified | 0 |
| Forecasting Consumer Spending from Purchase Intentions Expressed on Social Media | Sep 1, 2017 | regressionSentiment Analysis | —Unverified | 0 |
| A State-Space Approach to Dynamic Nonnegative Matrix Factorization | Aug 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Can Agent-Based Models Probe Market Microstructure? | Aug 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Interpretable Categorization of Heterogeneous Time Series Data | Aug 30, 2017 | ClusteringCollision Avoidance | —Unverified | 0 |
| On the Reconstruction Risk of Convolutional Sparse Dictionary Learning | Aug 29, 2017 | Dictionary LearningTime Series | CodeCode Available | 0 |
| m-TSNE: A Framework for Visualizing High-Dimensional Multivariate Time Series | Aug 26, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Boltzmann machines for time-series | Aug 20, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Applying Deep Bidirectional LSTM and Mixture Density Network for Basketball Trajectory Prediction | Aug 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction | Aug 16, 2017 | Gaussian ProcessesImputation | —Unverified | 0 |
| Some stylized facts of the Bitcoin market | Aug 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Effects of pitch and timing expectancy on musical emotion | Aug 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1 | Aug 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data | Aug 11, 2017 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Hypotheses testing on infinite random graphs | Aug 10, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Detection on Graph Time Series | Aug 9, 2017 | Anomaly DetectionTime Series | —Unverified | 0 |
| Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis | Aug 8, 2017 | Anomaly DetectionManagement | CodeCode Available | 0 |
| Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model | Aug 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Tensorial Recurrent Neural Networks for Longitudinal Data Analysis | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coherent probabilistic forecasts for hierarchical time series | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference | Aug 1, 2017 | Causal InferenceTime Series | —Unverified | 0 |
| Bidirectional learning for time-series models with hidden units | Aug 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spurious memory in non-equilibrium stochastic models of imitative behavior | Jul 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting and Explaining Causes From Text For a Time Series Event | Jul 27, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data | Jul 27, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning | Jul 26, 2017 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Copy the dynamics using a learning machine | Jul 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cell cycle time series gene expression data encoded as cyclic attractors in Hopfield systems | Jul 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Forecast: Deep Learning-based Spatio-Temporal Forecasting | Jul 24, 2017 | Deep LearningSpatio-Temporal Forecasting | CodeCode Available | 0 |
| Time Series Compression Based on Adaptive Piecewise Recurrent Autoencoder | Jul 23, 2017 | DecoderTime Series | —Unverified | 0 |
| A signature-based machine learning model for bipolar disorder and borderline personality disorder | Jul 22, 2017 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Lagrange regularisation approach to compare nested data sets and determine objectively financial bubbles' inceptions | Jul 22, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Ultraslow diffusion in language: Dynamics of appearance of already popular adjectives on Japanese blogs | Jul 21, 2017 | ArticlesTime Series | —Unverified | 0 |
| Prolongation of SMAP to Spatio-temporally Seamless Coverage of Continental US Using a Deep Learning Neural Network | Jul 20, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Recovering Latent Signals from a Mixture of Measurements using a Gaussian Process Prior | Jul 19, 2017 | Bayesian InferenceTime Series | —Unverified | 0 |
| Correlations and Flow of Information between The New York Times and Stock Markets | Jul 18, 2017 | Sentiment AnalysisTime Series | —Unverified | 0 |
| Deep Learning to Attend to Risk in ICU | Jul 17, 2017 | Decision MakingDeep Learning | —Unverified | 0 |