| Hierarchically Coherent Multivariate Mixture Networks | May 11, 2023 | Computational EfficiencyTime Series | CodeCode Available | 4 |
| Appliance Detection Using Very Low-Frequency Smart Meter Time Series | May 10, 2023 | Meter ReadingTime Series | CodeCode Available | 1 |
| Mispronunciation Detection of Basic Quranic Recitation Rules using Deep Learning | May 10, 2023 | Deep LearningTime Series | —Unverified | 0 |
| CUTS+: High-dimensional Causal Discovery from Irregular Time-series | May 10, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| 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 |
| Causal Discovery from Subsampled Time Series with Proxy Variables | May 9, 2023 | Causal DiscoveryCausal Identification | CodeCode Available | 1 |
| Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction | May 9, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Copula Variational LSTM for High-dimensional Cross-market Multivariate Dependence Modeling | May 9, 2023 | Time SeriesVocal Bursts Intensity Prediction | —Unverified | 0 |
| Hawkes Process Based on Controlled Differential Equations | May 9, 2023 | Irregular Time SeriesPoint Processes | CodeCode Available | 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 |
| Mlinear: Rethink the Linear Model for Time-series Forecasting | May 8, 2023 | PhilosophyTime Series | —Unverified | 0 |
| Explainable Parallel RCNN with Novel Feature Representation for Time Series Forecasting | May 8, 2023 | DecoderTime Series | CodeCode Available | 0 |
| AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme | May 8, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Analysis of Numerical Integration in RNN-Based Residuals for Fault Diagnosis of Dynamic Systems | May 8, 2023 | Fault DiagnosisNumerical Integration | —Unverified | 0 |
| Efficient pattern-based anomaly detection in a network of multivariate devices | May 7, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Twin support vector quantile regression | May 6, 2023 | quantile regressionregression | —Unverified | 0 |
| Towards a Simple Framework of Skill Transfer Learning for Robotic Ultrasound-guidance Procedures | May 6, 2023 | Time SeriesTransfer Learning | CodeCode Available | 0 |
| Reducing the Computational Complexity of Learning with Random Convolutional Features | May 5, 2023 | feature selectionTime Series | CodeCode Available | 0 |
| An ensemble of convolution-based methods for fault detection using vibration signals | May 5, 2023 | Fault DetectionTime Series | —Unverified | 0 |
| Blind identification of Ambisonic reduced room impulse response | May 5, 2023 | Room Impulse Response (RIR)Time Series | —Unverified | 0 |
| Learning Sentinel-2 reflectance dynamics for data-driven assimilation and forecasting | May 5, 2023 | Self-Supervised LearningTime Series | CodeCode Available | 0 |
| Causal Discovery with Stage Variables for Health Time Series | May 5, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention | May 5, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
| Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting | May 5, 2023 | Meta-LearningTime Series | CodeCode Available | 1 |
| Understand Waiting Time in Transaction Fee Mechanism: An Interdisciplinary Perspective | May 4, 2023 | Causal InferenceComputer Security | CodeCode Available | 0 |
| SI-LSTM: Speaker Hybrid Long-short Term Memory and Cross Modal Attention for Emotion Recognition in Conversation | May 4, 2023 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| Discovering Communication Pattern Shifts in Large-Scale Labeled Networks using Encoder Embedding and Vertex Dynamics | May 3, 2023 | Time Series | CodeCode Available | 1 |
| Wavelet Coherence Of Total Solar Irradiance and Atlantic Climate | May 3, 2023 | Time Series | —Unverified | 0 |
| Revisiting the Encoding of Satellite Image Time Series | May 3, 2023 | Image Segmentationobject-detection | CodeCode Available | 1 |
| Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression | May 2, 2023 | regressionTime Series | —Unverified | 0 |
| Forecast reconciliation for vaccine supply chain optimization | May 2, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Expanding the Prediction Capacity in Long Sequence Time-Series Forecasting | May 1, 2023 | DecoderTime Series | —Unverified | 0 |
| Diffusion Models for Time Series Applications: A Survey | May 1, 2023 | ImputationSurvey | —Unverified | 0 |
| A comparison of short-term probabilistic forecasts for the incidence of COVID-19 using mechanistic and statistical time series models | May 1, 2023 | Decision MakingTime Series | —Unverified | 0 |
| Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study | May 1, 2023 | ClassificationRepresentation Learning | —Unverified | 0 |
| Inferring the past: a combined CNN-LSTM deep learning framework to fuse satellites for historical inundation mapping | May 1, 2023 | ManagementTime Series | CodeCode Available | 1 |
| New bootstrap tests for categorical time series. A comparative study | Apr 30, 2023 | Time Series | —Unverified | 0 |
| Time series clustering based on prediction accuracy of global forecasting models | Apr 30, 2023 | ClusteringTime Series | —Unverified | 0 |
| Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection | Apr 30, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Using neural ordinary differential equations to predict complex ecological dynamics from population density data | Apr 29, 2023 | Prediction IntervalsTime Series | —Unverified | 0 |
| Industry Classification Using a Novel Financial Time-Series Case Representation | Apr 29, 2023 | ClassificationTime Series | —Unverified | 0 |
| Assessing Text Mining and Technical Analyses on Forecasting Financial Time Series | Apr 27, 2023 | Financial AnalysisTime Series | —Unverified | 0 |
| LLT: An R package for Linear Law-based Feature Space Transformation | Apr 27, 2023 | Time Series | CodeCode Available | 0 |
| Detection of Adversarial Physical Attacks in Time-Series Image Data | Apr 27, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Bayesian Inference-assisted Machine Learning for Near Real-Time Jamming Detection and Classification in 5G New Radio (NR) | Apr 26, 2023 | Bayesian InferenceTime Series | —Unverified | 0 |
| Robust One-Step Estimation of Impulsive Time Series | Apr 26, 2023 | Time Series | CodeCode Available | 0 |
| Common Correlated Effects Estimation of Nonlinear Panel Data Models | Apr 25, 2023 | Time Series | —Unverified | 0 |
| Self-Supervised Temporal Analysis of Spatiotemporal Data | Apr 25, 2023 | Semantic SegmentationTime Series | —Unverified | 0 |
| Directed Chain Generative Adversarial Networks | Apr 25, 2023 | Time Series | —Unverified | 0 |
| DuETT: Dual Event Time Transformer for Electronic Health Records | Apr 25, 2023 | Time Series | CodeCode Available | 1 |