| Novel Fourier Quadrature Transforms and Analytic Signal Representations for Nonlinear and Non-stationary Time Series Analysis | Mar 29, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detection of Structural Change in Geographic Regions of Interest by Self Organized Mapping: Las Vegas City and Lake Mead across the Years | Mar 29, 2018 | QuantizationTime Series | CodeCode Available | 0 |
| Bag of Recurrence Patterns Representation for Time-Series Classification | Mar 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Non-Linear Temporal Subspace Representations for Activity Recognition | Mar 27, 2018 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Kinetic Compressive Sensing | Mar 27, 2018 | Compressive SensingGPU | —Unverified | 0 |
| Inferring network connectivity from event timing patterns | Mar 27, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Scalable photonic reinforcement learning by time-division multiplexing of laser chaos | Mar 26, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting | Mar 26, 2018 | Astronomyregression | CodeCode Available | 0 |
| Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence | Mar 23, 2018 | General ClassificationTime Series | CodeCode Available | 0 |
| Nonlinear Deconvolution by Sampling Biophysically Plausible Hemodynamic Models | Mar 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images | Mar 23, 2018 | Change DetectionGeneral Classification | —Unverified | 0 |
| Seglearn: A Python Package for Learning Sequences and Time Series | Mar 21, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Reservoir computing approaches for representation and classification of multivariate time series | Mar 21, 2018 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 |
| An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples | Mar 21, 2018 | General ClassificationImputation | —Unverified | 0 |
| Efficient Recurrent Neural Networks using Structured Matrices in FPGAs | Mar 20, 2018 | Model CompressionTime Series | —Unverified | 0 |
| Dynamic Natural Language Processing with Recurrence Quantification Analysis | Mar 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Learning non-Gaussian Time Series using the Box-Cox Gaussian Process | Mar 19, 2018 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Forecasting Economics and Financial Time Series: ARIMA vs. LSTM | Mar 16, 2018 | Deep LearningTime Series | —Unverified | 0 |
| Theory and Algorithms for Forecasting Time Series | Mar 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Capturing Structure Implicitly from Time-Series having Limited Data | Mar 15, 2018 | scientific discoverySmall Data Image Classification | CodeCode Available | 0 |
| Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology | Mar 14, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sales forecasting using WaveNet within the framework of the Kaggle competition | Mar 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adaptive Kernel Estimation of the Spectral Density with Boundary Kernel Analysis | Mar 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models | Mar 11, 2018 | Additive modelsModel Selection | —Unverified | 0 |
| Deep reinforcement learning for time series: playing idealized trading games | Mar 11, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |