| Distributed and parallel time series feature extraction for industrial big data applications | Oct 25, 2016 | Binary ClassificationClassification | CodeCode Available | 0 |
| SSH (Sketch, Shingle, & Hash) for Indexing Massive-Scale Time Series | Oct 24, 2016 | Dynamic Time WarpingTime Series | CodeCode Available | 0 |
| Representation Learning with Deconvolution for Multivariate Time Series Classification and Visualization | Oct 24, 2016 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 |
| Encoding Temporal Markov Dynamics in Graph for Visualizing and Mining Time Series | Oct 24, 2016 | General ClassificationTime Series | CodeCode Available | 0 |
| Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition | Oct 24, 2016 | Decision MakingTime Series | —Unverified | 0 |
| A Bayesian Ensemble for Unsupervised Anomaly Detection | Oct 24, 2016 | Anomaly DetectionClustering | —Unverified | 0 |
| Techniques for multifractal spectrum estimation in financial time series | Oct 22, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exercise Motion Classification from Large-Scale Wearable Sensor Data Using Convolutional Neural Networks | Oct 22, 2016 | General ClassificationTime Series | —Unverified | 0 |
| Scalable Pooled Time Series of Big Video Data from the Deep Web | Oct 21, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Maximally Divergent Intervals for Anomaly Detection | Oct 21, 2016 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Multidimensional Cascade Neuro-Fuzzy System with Neuron Pool Optimization in Each Cascade | Oct 20, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model | Oct 20, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation | Oct 20, 2016 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Nonlinear Structural Vector Autoregressive Models for Inferring Effective Brain Network Connectivity | Oct 20, 2016 | Dimensionality ReductionTime Series | —Unverified | 0 |
| An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes | Oct 20, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Lensless Imaging with Compressive Ultrafast Sensing | Oct 19, 2016 | Compressive SensingTime Series | —Unverified | 0 |
| Similarity Learning for Time Series Classification | Oct 15, 2016 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Feasible Invertibility Conditions for Maximum Likelihood Estimation for Observation-Driven Models | Oct 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multiple Regularizations Deep Learning for Paddy Growth Stages Classification from LANDSAT-8 | Oct 6, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Recovering Multiple Nonnegative Time Series From a Few Temporal Aggregates | Oct 5, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| End-to-End Radio Traffic Sequence Recognition with Deep Recurrent Neural Networks | Oct 3, 2016 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Decoding dynamic brain patterns from evoked responses: A tutorial on multivariate pattern analysis applied to time-series neuroimaging data | Sep 30, 2016 | Brain DecodingDimensionality Reduction | —Unverified | 0 |
| EXTRACT: Strong Examples from Weakly-Labeled Sensor Data | Sep 29, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Global Constraint Catalog, Volume II, Time-Series Constraints | Sep 26, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Robust Time-Series Retrieval Using Probabilistic Adaptive Segmental Alignment | Sep 26, 2016 | Computational EfficiencyEEG | —Unverified | 0 |
| Automatic Construction of a Recurrent Neural Network based Classifier for Vehicle Passage Detection | Sep 26, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Derivative Delay Embedding: Online Modeling of Streaming Time Series | Sep 24, 2016 | General ClassificationTime Series | CodeCode Available | 0 |
| Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences | Sep 22, 2016 | Temporal SequencesTime Series | —Unverified | 0 |
| Privacy-Friendly Mobility Analytics using Aggregate Location Data | Sep 21, 2016 | Privacy PreservingTime Series | —Unverified | 0 |
| Predicting Future Shanghai Stock Market Price using ANN in the Period 21-Sep-2016 to 11-Oct-2016 | Sep 17, 2016 | Stock PredictionTime Series | —Unverified | 0 |
| Scaling up Echo-State Networks with multiple light scattering | Sep 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning conditional independence structure for high-dimensional uncorrelated vector processes | Sep 13, 2016 | Model SelectionTime Series | —Unverified | 0 |
| Multiplex visibility graphs to investigate recurrent neural networks dynamics | Sep 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Identifying Topology of Power Distribution Networks Based on Smart Meter Data | Sep 9, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Options as Silver Bullets: Valuation of Term Loans, Inventory Management, Emissions Trading and Insurance Risk Mitigation using Option Theory | Sep 6, 2016 | ManagementTime Series | —Unverified | 0 |
| Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks | Sep 1, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Foreign Exchange Market Performance: Evidence from Bivariate Time Series Approach | Aug 27, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Temporal Dependence from Time-Series Data with Latent Variables | Aug 27, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| "Butterfly Effect" vs Chaos in Energy Futures Markets | Aug 23, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder | Aug 22, 2016 | DecoderExponential degradation | —Unverified | 0 |
| A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves | Aug 18, 2016 | Decision MakingKidney Function | —Unverified | 0 |
| Conformalized density- and distance-based anomaly detection in time-series data | Aug 16, 2016 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Training Echo State Networks with Regularization through Dimensionality Reduction | Aug 16, 2016 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Identifying Seizure Onset Zone from the Causal Connectivity Inferred Using Directed Information | Aug 16, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Power Data Classification: A Hybrid of a Novel Local Time Warping and LSTM | Aug 15, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Temporal Registration in In-Utero Volumetric MRI Time Series | Aug 12, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Revisiting Causality Inference in Memory-less Transition Networks | Aug 8, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Signs in time: Encoding human motion as a temporal image | Aug 6, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms | Aug 3, 2016 | ClusteringTime Series | —Unverified | 0 |
| Fast and Simple Optimization for Poisson Likelihood Models | Aug 3, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |