| Entropy Analysis of Financial Time Series | Jul 25, 2018 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| Causal Inference from Slowly Varying Nonstationary Processes | Dec 23, 2020 | Causal DiscoveryCausal Identification | —Unverified | 0 | 0 |
| A Novel Multi-Stage Training Approach for Human Activity Recognition from Multimodal Wearable Sensor Data Using Deep Neural Network | Jan 3, 2021 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Entropic Dynamic Time Warping Kernels for Co-evolving Financial Time Series Analysis | Oct 21, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting | Jun 10, 2020 | Tensor DecompositionTime Series | —Unverified | 0 | 0 |
| Causal Inference on Time Series using Restricted Structural Equation Models | Dec 1, 2013 | Causal InferenceTime Series | —Unverified | 0 | 0 |
| Causal Inference on Investment Constraints and Non-stationarity in Dynamic Portfolio Optimization through Reinforcement Learning | Nov 8, 2023 | Causal InferenceManagement | —Unverified | 0 | 0 |
| A Novel Multiple Interval Prediction Method for Electricity Prices based on Scenarios Generation: Definition and Method | Jan 15, 2025 | DiversityGenerative Adversarial Network | —Unverified | 0 | 0 |
| Ensembles of Randomized NNs for Pattern-based Time Series Forecasting | Jul 8, 2021 | DiversityTime Series | —Unverified | 0 | 0 |
| Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality | Oct 29, 2018 | Causal InferenceRelation | —Unverified | 0 | 0 |
| Ensemble of Hankel Matrices for Face Emotion Recognition | Jul 14, 2015 | Emotion ClassificationEmotion Recognition | —Unverified | 0 | 0 |
| Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals | Sep 22, 2021 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Scenarios Generation-based Multiple Interval Prediction Method for Electricity Prices | Jan 15, 2025 | DiversityGenerative Adversarial Network | —Unverified | 0 | 0 |
| Adaptable Hamiltonian neural networks | Feb 25, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Ensemble neuroevolution based approach for multivariate time series anomaly detection | Aug 8, 2021 | Anomaly DetectionDeep Learning | —Unverified | 0 | 0 |
| Causal Inference from Slowly Varying Nonstationary Processes | May 11, 2024 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| Ensemble Grammar Induction For Detecting Anomalies in Time Series | Jan 29, 2020 | Anomaly DetectionEnsemble Learning | —Unverified | 0 | 0 |
| Causal Inference for Time series Analysis: Problems, Methods and Evaluation | Feb 11, 2021 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection | Sep 1, 2021 | Dynamic Time WarpingTemplate Matching | —Unverified | 0 | 0 |
| Ensemble Forecasting of Monthly Electricity Demand using Pattern Similarity-based Methods | Mar 29, 2020 | Demand ForecastingDiversity | —Unverified | 0 | 0 |
| Ensemble Deep Learning on Time-Series Representation of Tweets for Rumor Detection in Social Media | Apr 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Causal inference for climate change events from satellite image time series using computer vision and deep learning | Oct 25, 2019 | AttributeCausal Inference | —Unverified | 0 | 0 |
| Ensemble Committees for Stock Return Classification and Prediction | Apr 5, 2014 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components | Nov 14, 2014 | Causal InferenceTime Series | —Unverified | 0 | 0 |
| A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine | Oct 20, 2020 | ClusteringTime Series | —Unverified | 0 | 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 | 0 |
| Causal Identification in Time Series Models | Apr 28, 2025 | Causal IdentificationTime Series | —Unverified | 0 | 0 |
| Enhancing Uncertainty Communication in Time Series Predictions: Insights and Recommendations | Aug 22, 2024 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Causal Hierarchy in the Financial Market Network -- Uncovered by the Helmholtz-Hodge-Kodaira Decomposition | Aug 23, 2024 | Time Series | —Unverified | 0 | 0 |
| A Novel Method for Stock Forecasting based on Fuzzy Time Series Combined with the Longest Common/Repeated Sub-sequence | Jun 21, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Enhancing Transformer Efficiency for Multivariate Time Series Classification | Mar 28, 2022 | ClassificationTime Series | —Unverified | 0 | 0 |
| Causal Hidden Markov Model for Time Series Disease Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Causal Graph Recovery in Neuroimaging through Answer Set Programming | Jun 10, 2025 | Time Series | —Unverified | 0 | 0 |
| A Novel Method Combines Moving Fronts, Data Decomposition and Deep Learning to Forecast Intricate Time Series | Mar 11, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Aggregating time-series and image data: functors and double functors | Apr 7, 2025 | Time Series | —Unverified | 0 | 0 |
| AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks | Jan 10, 2025 | Age EstimationMulti-Task Learning | —Unverified | 0 | 0 |
| Accelerated Sub-Image Search For Variable-Size Patches Identification Based On Virtual Time Series Transformation And Segmentation | Oct 20, 2024 | Image RetrievalTime Series | —Unverified | 0 | 0 |
| Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning | May 16, 2025 | In-Context LearningTime Series | —Unverified | 0 | 0 |
| Quantile Convolutional Neural Networks for Value at Risk Forecasting | Aug 21, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Inferring Global Dynamics of a Black-Box System Using Machine Learning | May 10, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Forecasting Drought Using Multilayer Perceptron Artificial Neural Network Model | Apr 17, 2019 | Decision MakingManagement | —Unverified | 0 | 0 |
| Enhancing Time Series Forecasting via Logic-Inspired Regularization | Mar 10, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers | May 11, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Causal Graph Discovery from Self and Mutually Exciting Time Series | Jan 26, 2023 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Enhancing Startup Success Predictions in Venture Capital: A GraphRAG Augmented Multivariate Time Series Method | Aug 18, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Application of Time-Aware PC algorithm to compute Causal Functional Connectivity in Alzheimer's Disease from fMRI data | Jul 1, 2023 | Functional ConnectivityTime Series | —Unverified | 0 | 0 |
| A Novel Markov Model for Near-Term Railway Delay Prediction | May 21, 2022 | Density EstimationPrediction | —Unverified | 0 | 0 |
| Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints | Feb 14, 2024 | Sign Language RecognitionTime Series | —Unverified | 0 | 0 |
| A geometric approach to conditioning belief functions | Apr 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Enhancing Price Prediction in Cryptocurrency Using Transformer Neural Network and Technical Indicators | Mar 6, 2024 | Computational EfficiencyTime Series | —Unverified | 0 | 0 |