| Modeling Complex Object Changes in Satellite Image Time-Series: Approach based on CSP and Spatiotemporal Graph | May 24, 2023 | Time Series | —Unverified | 0 |
| Simultaneous identification of models and parameters of scientific simulators | May 24, 2023 | Bayesian InferenceTime Series | CodeCode Available | 0 |
| Interpretation of Time-Series Deep Models: A Survey | May 23, 2023 | SurveyTime Series | —Unverified | 0 |
| Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization | May 23, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
| Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial Sensors | May 22, 2023 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| Stock and market index prediction using Informer network | May 22, 2023 | PredictionTime Series | —Unverified | 0 |
| Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare | May 22, 2023 | SchedulingTime Series | —Unverified | 0 |
| Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors | May 22, 2023 | regressionTime Series | —Unverified | 0 |
| The Federal Reserve's Response to the Global Financial Crisis and Its Long-Term Impact: An Interrupted Time-Series Natural Experimental Analysis | May 21, 2023 | Time Series | —Unverified | 0 |
| Study on Intelligent Forecasting of Credit Bond Default Risk | May 20, 2023 | Time Series | —Unverified | 0 |
| Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks? | May 20, 2023 | DecoderTime Series | CodeCode Available | 0 |
| Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data | May 19, 2023 | Crop ClassificationData Augmentation | —Unverified | 0 |
| MedLens: Improve Mortality Prediction Via Medical Signs Selecting and Regression | May 19, 2023 | Mortality Predictionregression | CodeCode Available | 0 |
| Unsupervised Change Point Detection for heterogeneous sensor signals | May 19, 2023 | Change Point DetectionTime Series | —Unverified | 0 |
| Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models | May 19, 2023 | Additive modelsTime Series | CodeCode Available | 0 |
| Support for Stock Trend Prediction Using Transformers and Sentiment Analysis | May 18, 2023 | Sentiment AnalysisStock Prediction | —Unverified | 0 |
| Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis | May 18, 2023 | Connectivity EstimationDenoising | —Unverified | 0 |
| Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models | May 18, 2023 | regressionTime Series | —Unverified | 0 |
| Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees | May 18, 2023 | Conformal PredictionTime Series | —Unverified | 0 |
| On Consistency of Signature Using Lasso | May 17, 2023 | feature selectionregression | —Unverified | 0 |
| Time Series Clustering With Random Convolutional Kernels | May 17, 2023 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Imbalanced Aircraft Data Anomaly Detection | May 17, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites | May 16, 2023 | ArticlesMisinformation | CodeCode Available | 0 |
| pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting | May 16, 2023 | Probabilistic Time Series ForecastingTime Series | —Unverified | 0 |
| Unsupervised sequence-to-sequence learning for automatic signal quality assessment in multi-channel electrical impedance-based hemodynamic monitoring | May 16, 2023 | Time Series | —Unverified | 0 |
| Ortho-ODE: Enhancing Robustness and of Neural ODEs against Adversarial Attacks | May 16, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Understanding of Normal and Abnormal Hearts by Phase Space Analysis and Convolutional Neural Networks | May 16, 2023 | Time Series | —Unverified | 0 |
| A Dictionary-based approach to Time Series Ordinal Classification | May 16, 2023 | ClassificationOrdinal Classification | —Unverified | 0 |
| Monitoring multicountry macroeconomic risk | May 16, 2023 | Time Series | —Unverified | 0 |
| HiNoVa: A Novel Open-Set Detection Method for Automating RF Device Authentication | May 16, 2023 | Time Series | —Unverified | 0 |
| Kernel-based Joint Independence Tests for Multivariate Stationary and Non-stationary Time Series | May 15, 2023 | Time Series | CodeCode Available | 0 |
| Evaluation Strategy of Time-series Anomaly Detection with Decay Function | May 15, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Differential Convolutional Fuzzy Time Series Forecasting | May 15, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets | May 14, 2023 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Latent Processes Identification From Multi-View Time Series | May 14, 2023 | Contrastive LearningTime Series | CodeCode Available | 0 |
| Predicting Unplanned Readmissions in the Intensive Care Unit: A Multimodality Evaluation | May 14, 2023 | Readmission PredictionTime Series | —Unverified | 0 |
| Smart Home Energy Management: VAE-GAN synthetic dataset generator and Q-learning | May 14, 2023 | energy managementGenerative Adversarial Network | —Unverified | 0 |
| HiPerformer: Hierarchically Permutation-Equivariant Transformer for Time Series Forecasting | May 14, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation | May 12, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor Models | May 11, 2023 | ClusteringTime Series | —Unverified | 0 |
| Clustering of Time-Varying Graphs Based on Temporal Label Smoothness | May 11, 2023 | ClusteringFunctional Connectivity | —Unverified | 0 |
| A Generic Approach to Integrating Time into Spatial-Temporal Forecasting via Conditional Neural Fields | May 11, 2023 | Autonomous DrivingOpen-Ended Question Answering | —Unverified | 0 |
| Band-Pass Filtering with High-Dimensional Time Series | May 11, 2023 | Time SeriesVocal Bursts Intensity Prediction | —Unverified | 0 |
| How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? | May 11, 2023 | Graph Neural NetworkTime Series | —Unverified | 0 |
| XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients | May 10, 2023 | Mortality PredictionPrediction | —Unverified | 0 |
| Mispronunciation Detection of Basic Quranic Recitation Rules using Deep Learning | May 10, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Hawkes Process Based on Controlled Differential Equations | May 9, 2023 | Irregular Time SeriesPoint Processes | CodeCode Available | 0 |
| Copula Variational LSTM for High-dimensional Cross-market Multivariate Dependence Modeling | May 9, 2023 | Time SeriesVocal Bursts Intensity Prediction | —Unverified | 0 |
| Mlinear: Rethink the Linear Model for Time-series Forecasting | May 8, 2023 | PhilosophyTime Series | —Unverified | 0 |
| Exploring a Gradient-based Explainable AI Technique for Time-Series Data: A Case Study of Assessing Stroke Rehabilitation Exercises | May 8, 2023 | Explainable artificial intelligenceTime Series | —Unverified | 0 |