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Time Series

Papers

Showing 80518100 of 9169 papers

TitleStatusHype
An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference0
Nonlinearity in stock networks0
Multilevel Wavelet Decomposition Network for Interpretable Time Series AnalysisCode0
Focusing on What is Relevant: Time-Series Learning and Understanding using Attention0
What Makes An Asset Useful?0
Complex Gated Recurrent Neural NetworksCode0
A Review of Network Inference Techniques for Neural Activation Time SeriesCode0
Kernel Methods for Nonlinear Connectivity Detection0
Denoising Time Series Data Using Asymmetric Generative Adversarial Networks0
Multi-variable LSTM neural network for autoregressive exogenous model0
Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery0
A review on distance based time series classification0
Differentiable Compositional Kernel Learning for Gaussian ProcessesCode1
The Role of Agricultural Sector Productivity in Economic Growth: The Case of Iran's Economic Development Plan0
Stationary Geometric Graphical Model Selection0
Discovering Signals from Web Sources to Predict Cyber Attacks0
SOM-VAE: Interpretable Discrete Representation Learning on Time SeriesCode0
EigenNetworks0
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signalsCode1
Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for HealthcareCode1
History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora0
Hierarchical Attention-Based Recurrent Highway Networks for Time Series PredictionCode0
Quantifying the dynamics of topical fluctuations in languageCode0
Jerk-Aware Video Acceleration Magnification0
RiskFinder: A Sentence-level Risk Detector for Financial Reports0
Deep Neural Models of Semantic Shift0
Sea surface temperature prediction and reconstruction using patch-level neural network representations0
Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems0
Metric on Nonlinear Dynamical Systems with Perron-Frobenius OperatorsCode0
Predicting County Level Corn Yields Using Deep Long Short Term Memory Models0
Unsupervised detection of diachronic word sense evolution0
Currency exchange prediction using machine learning, genetic algorithms and technical analysis0
BRITS: Bidirectional Recurrent Imputation for Time SeriesCode0
Adversarial Constraint Learning for Structured PredictionCode0
Statistical properties and multifractality of Bitcoin0
Structure Learning from Time Series with False Discovery Control0
Multivariate Convolutional Sparse Coding for Electromagnetic Brain SignalsCode0
Model Selection in Time Series Analysis: Using Information Criteria as an Alternative to Hypothesis Testing0
Approximate Newton-based statistical inference using only stochastic gradients0
Machine-learning inference of fluid variables from data using reservoir computing0
Structured Bayesian Gaussian process latent variable model0
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive LearningCode0
Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits0
NEWMA: a new method for scalable model-free online change-point detectionCode0
STS Classification with Dual-stream CNN0
DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopyCode0
On Attention Models for Human Activity Recognition0
Deep Generative Markov State ModelsCode0
Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference0
Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions0
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