| A State Space Approach for Piecewise-Linear Recurrent Neural Networks for Reconstructing Nonlinear Dynamics from Neural Measurements | Dec 23, 2016 | State Space ModelsTime Series | —Unverified | 0 |
| Probabilistic graphical model based approach for water mapping using GaoFen-2 (GF-2) high resolution imagery and Landsat 8 time series | Dec 22, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Logic-based Clustering and Learning for Time-Series Data | Dec 22, 2016 | ClusteringGeneral Classification | —Unverified | 0 |
| Temporal Feature Selection on Networked Time Series | Dec 20, 2016 | feature selectionTime Series | —Unverified | 0 |
| Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model | Dec 20, 2016 | Fault DetectionTime Series | —Unverified | 0 |
| Graphical RNN Models | Dec 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Automatic time-series phenotyping using massive feature extraction | Dec 15, 2016 | DiversityTime Series | —Unverified | 0 |
| Learning binary or real-valued time-series via spike-timing dependent plasticity | Dec 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast Stability Scanning for Future Grid Scenario Analysis | Dec 14, 2016 | Clusteringfeature selection | —Unverified | 0 |
| A Review of Intelligent Practices for Irrigation Prediction | Dec 7, 2016 | ManagementPrediction | —Unverified | 0 |
| Deep Symbolic Representation Learning for Heterogeneous Time-series Classification | Dec 5, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Intra-day Activity Better Predicts Chronic Conditions | Dec 4, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework | Dec 3, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Positive blood culture detection in time series data using a BiLSTM network | Dec 3, 2016 | Cultural Vocal Bursts Intensity PredictionTime Series | —Unverified | 0 |
| Predicting Patient State-of-Health using Sliding Window and Recurrent Classifiers | Dec 2, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy | Dec 2, 2016 | AstronomyClustering | —Unverified | 0 |
| Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction | Dec 1, 2016 | Demand ForecastingMissing Values | —Unverified | 0 |
| Graphical Time Warping for Joint Alignment of Multiple Curves | Dec 1, 2016 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Fast Active Set Methods for Online Spike Inference from Calcium Imaging | Dec 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Complex-valued Gaussian Process Regression for Time Series Analysis | Nov 30, 2016 | regressionTime Series | —Unverified | 0 |
| Probabilistic Broken-Stick Model: A Regression Algorithm for Irregularly Sampled Data with Application to eGFR | Nov 30, 2016 | regressionScheduling | —Unverified | 0 |
| Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models | Nov 30, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SeDMiD for Confusion Detection: Uncovering Mind State from Time Series Brain Wave Data | Nov 29, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploring Strategies for Classification of External Stimuli Using Statistical Features of the Plant Electrical Response | Nov 29, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series | Nov 29, 2016 | General ClassificationTime Series | —Unverified | 0 |