| Change Point Detection with Conceptors | Aug 11, 2023 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Causally Linking Health Application Data and Personal Information Management Tools | Aug 11, 2023 | ManagementTime Series | —Unverified | 0 |
| Nonlinear Permuted Granger Causality | Aug 11, 2023 | Causal InferenceFunctional Connectivity | —Unverified | 0 |
| Deep learning-based flow disaggregation for short-term hydropower plant operations | Aug 11, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| Commodities Trading through Deep Policy Gradient Methods | Aug 10, 2023 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| A Forecaster's Review of Judea Pearl's Causality: Models, Reasoning and Inference, Second Edition, 2009 | Aug 10, 2023 | Causal InferenceTime Series | —Unverified | 0 |
| Information decomposition reveals hidden high-order contributions to temporal irreversibility | Aug 10, 2023 | Time Series | CodeCode Available | 0 |
| Sparse Binary Transformers for Multivariate Time Series Modeling | Aug 9, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation | Aug 8, 2023 | Document SummarizationSemantic Similarity | —Unverified | 0 |
| Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs) | Aug 7, 2023 | DecoderManagement | —Unverified | 0 |
| Improving the forecast accuracy of wind power by leveraging multiple hierarchical structure | Aug 7, 2023 | Decision Makingregression | CodeCode Available | 0 |
| Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field | Aug 7, 2023 | Activity RecognitionTime Series | —Unverified | 0 |
| DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction | Aug 7, 2023 | Decision MakingDecoder | —Unverified | 0 |
| DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data | Aug 7, 2023 | Domain GeneralizationTime Series | —Unverified | 0 |
| Causal Effect Estimation on Hierarchical Spatial Graph Data | Aug 6, 2023 | Causal InferenceTime Series | CodeCode Available | 0 |
| Causal Disentanglement Hidden Markov Model for Fault Diagnosis | Aug 6, 2023 | DisentanglementDomain Adaptation | —Unverified | 0 |
| Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques | Aug 6, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Time-Parameterized Convolutional Neural Networks for Irregularly Sampled Time Series | Aug 6, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Recurrent Neural Networks with more flexible memory: better predictions than rough volatility | Aug 4, 2023 | Time Series | —Unverified | 0 |
| Tweet Insights: A Visualization Platform to Extract Temporal Insights from Twitter | Aug 4, 2023 | Time Series | —Unverified | 0 |
| DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization | Aug 4, 2023 | Activity RecognitionGesture Recognition | —Unverified | 0 |
| Individual Shrinkage for Random Effects | Aug 3, 2023 | Time Series | —Unverified | 0 |
| Diffusion-based Time Series Data Imputation for Microsoft 365 | Aug 3, 2023 | ImputationTime Series | —Unverified | 0 |
| The Bayesian Context Trees State Space Model for time series modelling and forecasting | Aug 2, 2023 | Bayesian InferenceTime Series | —Unverified | 0 |
| Limit Theory under Network Dependence and Nonstationarity | Aug 2, 2023 | Econometricsregression | —Unverified | 0 |