| An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference | Jun 27, 2018 | Bayesian InferenceTime Series | —Unverified | 0 |
| Nonlinearity in stock networks | Jun 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis | Jun 23, 2018 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Focusing on What is Relevant: Time-Series Learning and Understanding using Attention | Jun 22, 2018 | General ClassificationTime Series | —Unverified | 0 |
| What Makes An Asset Useful? | Jun 21, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Complex Gated Recurrent Neural Networks | Jun 21, 2018 | Human motion predictionmotion prediction | CodeCode Available | 0 |
| A Review of Network Inference Techniques for Neural Activation Time Series | Jun 20, 2018 | Point ProcessesTime Series | CodeCode Available | 0 |
| Kernel Methods for Nonlinear Connectivity Detection | Jun 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Denoising Time Series Data Using Asymmetric Generative Adversarial Networks | Jun 17, 2018 | DenoisingEEG | —Unverified | 0 |
| Multi-variable LSTM neural network for autoregressive exogenous model | Jun 17, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery | Jun 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A review on distance based time series classification | Jun 12, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Differentiable Compositional Kernel Learning for Gaussian Processes | Jun 12, 2018 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| The Role of Agricultural Sector Productivity in Economic Growth: The Case of Iran's Economic Development Plan | Jun 11, 2018 | ManagementTime Series | —Unverified | 0 |
| Stationary Geometric Graphical Model Selection | Jun 10, 2018 | modelModel Selection | —Unverified | 0 |
| Discovering Signals from Web Sources to Predict Cyber Attacks | Jun 8, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SOM-VAE: Interpretable Discrete Representation Learning on Time Series | Jun 6, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| EigenNetworks | Jun 5, 2018 | DescriptiveTime Series | —Unverified | 0 |
| EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals | Jun 5, 2018 | Data AugmentationEEG | CodeCode Available | 1 |
| Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare | Jun 5, 2018 | Gaussian ProcessesTime Series | CodeCode Available | 1 |
| History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora | Jun 4, 2018 | Change Point DetectionTime Series | —Unverified | 0 |
| Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction | Jun 2, 2018 | PredictionTime Series | CodeCode Available | 0 |
| Quantifying the dynamics of topical fluctuations in language | Jun 2, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Jerk-Aware Video Acceleration Magnification | Jun 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RiskFinder: A Sentence-level Risk Detector for Financial Reports | Jun 1, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Deep Neural Models of Semantic Shift | Jun 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sea surface temperature prediction and reconstruction using patch-level neural network representations | Jun 1, 2018 | Numerical IntegrationTime Series | —Unverified | 0 |
| Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems | May 31, 2018 | Anomaly DetectionTime Series | —Unverified | 0 |
| Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators | May 31, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Predicting County Level Corn Yields Using Deep Long Short Term Memory Models | May 30, 2018 | PredictionTime Series | —Unverified | 0 |
| Unsupervised detection of diachronic word sense evolution | May 29, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Currency exchange prediction using machine learning, genetic algorithms and technical analysis | May 29, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| BRITS: Bidirectional Recurrent Imputation for Time Series | May 27, 2018 | General ClassificationImputation | CodeCode Available | 0 |
| Adversarial Constraint Learning for Structured Prediction | May 27, 2018 | Pose EstimationPrediction | CodeCode Available | 0 |
| Statistical properties and multifractality of Bitcoin | May 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Structure Learning from Time Series with False Discovery Control | May 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals | May 24, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Model Selection in Time Series Analysis: Using Information Criteria as an Alternative to Hypothesis Testing | May 23, 2018 | Model SelectionRelation | —Unverified | 0 |
| Approximate Newton-based statistical inference using only stochastic gradients | May 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine-learning inference of fluid variables from data using reservoir computing | May 23, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Structured Bayesian Gaussian process latent variable model | May 22, 2018 | Imputationmodel | —Unverified | 0 |
| Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning | May 22, 2018 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits | May 22, 2018 | Feature EngineeringMulti-Armed Bandits | —Unverified | 0 |
| NEWMA: a new method for scalable model-free online change-point detection | May 21, 2018 | Change Point DetectionTime Series | CodeCode Available | 0 |
| STS Classification with Dual-stream CNN | May 20, 2018 | Activity RecognitionClassification | —Unverified | 0 |
| DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy | May 20, 2018 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| On Attention Models for Human Activity Recognition | May 19, 2018 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Deep Generative Markov State Models | May 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference | May 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions | May 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |