| Detecting CAN Masquerade Attacks with Signal Clustering Similarity | Jan 7, 2022 | ClusteringTime Series | —Unverified | 0 |
| A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes | Jun 30, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Causal Inference via Kernel Deviance Measures | Apr 12, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| A novel Reservoir Architecture for Periodic Time Series Prediction | May 16, 2024 | RhythmTime Series | —Unverified | 0 |
| Causal Inference from Slowly Varying Nonstationary Processes | Dec 23, 2020 | Causal DiscoveryCausal Identification | —Unverified | 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 |
| Adaptable Hamiltonian neural networks | Feb 25, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Causal Inference on Time Series using Restricted Structural Equation Models | Dec 1, 2013 | Causal InferenceTime Series | —Unverified | 0 |
| Causal Inference on Investment Constraints and Non-stationarity in Dynamic Portfolio Optimization through Reinforcement Learning | Nov 8, 2023 | Causal InferenceManagement | —Unverified | 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 |
| Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality | Oct 29, 2018 | Causal InferenceRelation | —Unverified | 0 |
| Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals | Sep 22, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Scenarios Generation-based Multiple Interval Prediction Method for Electricity Prices | Jan 15, 2025 | DiversityGenerative Adversarial Network | —Unverified | 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 |
| Causal Inference from Slowly Varying Nonstationary Processes | May 11, 2024 | Causal IdentificationCausal Inference | —Unverified | 0 |
| Causal Inference for Time series Analysis: Problems, Methods and Evaluation | Feb 11, 2021 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection | Sep 1, 2021 | Dynamic Time WarpingTemplate Matching | —Unverified | 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 |
| Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components | Nov 14, 2014 | Causal InferenceTime Series | —Unverified | 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 |
| Aggregating time-series and image data: functors and double functors | Apr 7, 2025 | Time Series | —Unverified | 0 |
| Causal Identification in Time Series Models | Apr 28, 2025 | Causal IdentificationTime Series | —Unverified | 0 |
| Causal Hierarchy in the Financial Market Network -- Uncovered by the Helmholtz-Hodge-Kodaira Decomposition | Aug 23, 2024 | Time Series | —Unverified | 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 |
| Causal Hidden Markov Model for Time Series Disease Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |