| Mlinear: Rethink the Linear Model for Time-series Forecasting | May 8, 2023 | PhilosophyTime Series | —Unverified | 0 |
| 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 |
| Towards a Simple Framework of Skill Transfer Learning for Robotic Ultrasound-guidance Procedures | May 6, 2023 | Time SeriesTransfer Learning | CodeCode Available | 0 |
| Twin support vector quantile regression | May 6, 2023 | quantile regressionregression | —Unverified | 0 |
| Reducing the Computational Complexity of Learning with Random Convolutional Features | May 5, 2023 | feature selectionTime Series | CodeCode Available | 0 |
| Causal Discovery with Stage Variables for Health Time Series | May 5, 2023 | Causal DiscoveryCausal Inference | —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 |
| An ensemble of convolution-based methods for fault detection using vibration signals | May 5, 2023 | Fault DetectionTime Series | —Unverified | 0 |
| Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention | May 5, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
| 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 |
| Wavelet Coherence Of Total Solar Irradiance and Atlantic Climate | May 3, 2023 | Time Series | —Unverified | 0 |
| Forecast reconciliation for vaccine supply chain optimization | May 2, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression | May 2, 2023 | regressionTime Series | —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 |
| Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study | May 1, 2023 | ClassificationRepresentation Learning | —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 |
| Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection | Apr 30, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| 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 |
| 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 |
| Detection of Adversarial Physical Attacks in Time-Series Image Data | Apr 27, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| LLT: An R package for Linear Law-based Feature Space Transformation | Apr 27, 2023 | Time Series | CodeCode Available | 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 |
| Directed Chain Generative Adversarial Networks | Apr 25, 2023 | Time Series | —Unverified | 0 |
| Self-Supervised Temporal Analysis of Spatiotemporal Data | Apr 25, 2023 | Semantic SegmentationTime Series | —Unverified | 0 |
| Fuzzy clustering of ordinal time series based on two novel distances with economic applications | Apr 24, 2023 | ClusteringTime Series | —Unverified | 0 |
| Ordinal time series analysis with the R package otsfeatures | Apr 24, 2023 | ClusteringOutlier Detection | —Unverified | 0 |
| Determination of the effective cointegration rank in high-dimensional time-series predictive regressions | Apr 24, 2023 | Time Series | —Unverified | 0 |
| On the Soundness of XAI in Prognostics and Health Management (PHM) | Apr 24, 2023 | Explainable Artificial Intelligence (XAI)Management | CodeCode Available | 0 |
| Analyzing categorical time series with the R package ctsfeatures | Apr 24, 2023 | ClusteringOutlier Detection | —Unverified | 0 |
| Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator | Apr 24, 2023 | Time Series | —Unverified | 0 |
| AirBirds: A Large-scale Challenging Dataset for Bird Strike Prevention in Real-world Airports | Apr 23, 2023 | Time Series | —Unverified | 0 |
| A Neuro-Symbolic Approach for Enhanced Human Motion Prediction | Apr 23, 2023 | Human motion predictionmotion prediction | CodeCode Available | 0 |
| Battery Capacity Knee-Onset Identification and Early Prediction Using Degradation Curvature | Apr 23, 2023 | Time Series | —Unverified | 0 |
| Identifying Stochasticity in Time-Series with Autoencoder-Based Content-aware 2D Representation: Application to Black Hole Data | Apr 23, 2023 | Time Series | CodeCode Available | 0 |
| Unsupervised CD in satellite image time series by contrastive learning and feature tracking | Apr 22, 2023 | Change DetectionContrastive Learning | —Unverified | 0 |
| Algorithmic Information Forecastability | Apr 21, 2023 | Time Series | —Unverified | 0 |
| Time Series Classification for Detecting Parkinson's Disease from Wrist Motions | Apr 21, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 |
| Exogenous Data in Forecasting: FARM -- A New Measure for Relevance Evaluation | Apr 21, 2023 | Time Series | —Unverified | 0 |
| Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting | Apr 21, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020-2022 | Apr 21, 2023 | Deep LearningModel Selection | —Unverified | 0 |
| Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data | Apr 21, 2023 | Anomaly Detectionfeature selection | —Unverified | 0 |