Evaluation of deep learning models for multi-step ahead time series prediction Mar 26, 2021 Decoder Deep Learning
Code Code Available Active multi-fidelity Bayesian online changepoint detection Mar 26, 2021 Edge-computing Time Series
Code Code Available Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions Mar 25, 2021 Deep Attention Deep Learning
— Unverified Measuring frequency-dependent selection in culture Mar 25, 2021 Cultural Vocal Bursts Intensity Prediction Time Series Analysis
— Unverified Intraday trading strategy based on time series and machine learning for Chinese stock market Mar 24, 2021 BIG-bench Machine Learning Portfolio Optimization
— Unverified Isolating the impact of trading on grid frequency fluctuations Mar 24, 2021 energy trading Time Series
— Unverified An investigation of higher order moments of empirical financial data and the implications to risk Mar 24, 2021 Time Series Time Series Analysis
— Unverified Non-Compression Auto-Encoder for Detecting Road Surface Abnormality via Vehicle Driving Noise Mar 24, 2021 Anomaly Detection Time Series
Code Code Available Including Sparse Production Knowledge into Variational Autoencoders to Increase Anomaly Detection Reliability Mar 24, 2021 Anomaly Detection Time Series
— Unverified Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand Mar 23, 2021 BIG-bench Machine Learning Demand Forecasting
— Unverified Recent Ice Trends in Swiss Mountain Lakes: 20-year Analysis of MODIS Imagery Mar 23, 2021 Time Series Analysis
— Unverified Cryptocurrency Dynamics: Rodeo or Ascot? Mar 23, 2021 Clustering Time Series
— Unverified Volume-Centred Range Bars: Novel Interpretable Representation of Financial Markets Designed for Machine Learning Applications Mar 23, 2021 BIG-bench Machine Learning General Classification
— Unverified Neural ODE Processes Mar 23, 2021 Time Series Time Series Analysis
Code Code Available Domain Specific Concept Drift Detectors for Predicting Financial Time Series Mar 22, 2021 Time Series Time Series Analysis
— Unverified An Experimental Review on Deep Learning Architectures for Time Series Forecasting Mar 22, 2021 Deep Learning Time Series
Code Code Available Handling Missing Observations with an RNN-based Prediction-Update Cycle Mar 22, 2021 Imputation State Estimation
— Unverified Markov Modeling of Time-Series Data using Symbolic Analysis Mar 20, 2021 Time Series Time Series Analysis
— Unverified An Empirical Framework for Domain Generalization in Clinical Settings Mar 20, 2021 Domain Generalization Time Series
Code Code Available Social Link Inference via Multi-View Matching Network from Spatio-Temporal Trajectories Mar 20, 2021 Link Prediction Time Series Analysis
— Unverified Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version Mar 19, 2021 Correlated Time Series Forecasting Graph Attention
— Unverified Joint Parameter Discovery and Generative Modeling of Dynamic Systems Mar 19, 2021 Time Series Time Series Analysis
Code Code Available Sparse Algorithms for Markovian Gaussian Processes Mar 19, 2021 Bayesian Inference Gaussian Processes
Code Code Available Lossless compression with state space models using bits back coding Mar 18, 2021 State Space Models Time Series
Code Code Available Learning Time Series from Scale Information Mar 18, 2021 Time Series Time Series Analysis
— Unverified Learning Discriminative Prototypes with Dynamic Time Warping Mar 17, 2021 Action Segmentation Dynamic Time Warping
Code Code Available An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery Mar 17, 2021 Change Detection Data Augmentation
Code Code Available Do Word Embeddings Really Understand Loughran-McDonald's Polarities? Mar 17, 2021 Time Series Analysis Word Embeddings
— Unverified Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport Mar 16, 2021 Change Point Detection Time Series
Code Code Available Deep Time Series Models for Scarce Data Mar 16, 2021 Model Selection Time Series
— Unverified Interpretable Feature Construction for Time Series Extrinsic Regression Mar 15, 2021 Benchmarking regression
— Unverified Tomography of time-dependent quantum spin networks with machine learning Mar 15, 2021 BIG-bench Machine Learning Time Series
— Unverified Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning Mar 15, 2021 Time Series Time Series Analysis
— Unverified Hierarchical forecasting with a top-down alignment of independent level forecasts Mar 15, 2021 Time Series Time Series Analysis
Code Code Available A machine learning approach to itinerary-level booking prediction in competitive airline markets Mar 15, 2021 BIG-bench Machine Learning Demand Forecasting
— Unverified Online Learning with Radial Basis Function Networks Mar 15, 2021 Clustering Continual Learning
— Unverified Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme Discovery Mar 15, 2021 Language Modelling Time Series
Code Code Available A novel weighted approach for time series forecasting based on visibility graph Mar 14, 2021 Time Series Time Series Analysis
— Unverified Anticipating synchronization with machine learning Mar 13, 2021 BIG-bench Machine Learning Time Series Analysis
— Unverified Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Mar 13, 2021 Graph Neural Network Multivariate Time Series Forecasting
Code Code Available Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning Mar 12, 2021 Deep Learning Specificity
— Unverified Visualising Deep Network's Time-Series Representations Mar 12, 2021 Time Series Time Series Analysis
— Unverified How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events Mar 12, 2021 Time Series Time Series Analysis
— Unverified Spatiotemporal Tensor Completion for Improved Urban Traffic Imputation Mar 12, 2021 Imputation Management
— Unverified Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality Mar 11, 2021 Scene Understanding Time Series
Code Code Available Estimating the causal effect of an intervention in a time series setting: the C-ARIMA approach Mar 11, 2021 Causal Inference Econometrics
— Unverified Machine Learning Prediction of Time-Varying Rayleigh Channels Mar 10, 2021 BIG-bench Machine Learning Prediction
— Unverified Extension of the Lagrange multiplier test for error cross-section independence to large panels with non normal errors Mar 10, 2021 Time Series Time Series Analysis
— Unverified Streaming Linear System Identification with Reverse Experience Replay Mar 10, 2021 Reinforcement Learning (RL) Time Series Analysis
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