| 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 |
| 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 |
| Complex-valued Gaussian Process Regression for Time Series Analysis | Nov 30, 2016 | regressionTime Series | —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 |
| Times series averaging and denoising from a probabilistic perspective on time-elastic kernels | Nov 28, 2016 | DenoisingDynamic Time Warping | CodeCode Available | 0 |
| Multiple Time Series Ising Model for Financial Market Simulations | Nov 24, 2016 | ClusteringTime Series | —Unverified | 0 |
| Probabilistic structure discovery in time series data | Nov 21, 2016 | regressionTime Series | —Unverified | 0 |
| Time Series Structure Discovery via Probabilistic Program Synthesis | Nov 21, 2016 | ClusteringProgram Synthesis | —Unverified | 0 |
| Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline | Nov 20, 2016 | General ClassificationTime Series | CodeCode Available | 3 |
| Evaluating genetic drift in time-series evolutionary analysis | Nov 18, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models | Nov 18, 2016 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Using LSTM recurrent neural networks for monitoring the LHC superconducting magnets | Nov 18, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Earliness-Aware Deep Convolutional Networks for Early Time Series Classification | Nov 14, 2016 | ClassificationEarly Classification | —Unverified | 0 |
| Low Latency Anomaly Detection and Bayesian Network Prediction of Anomaly Likelihood | Nov 11, 2016 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Measurement of Anticipative Power of a Retina by Predictive Information | Nov 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |