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| AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis | Jan 2, 2025 | Decision MakingPrediction | —Unverified | 0 | 0 |
| Adaptive Estimation of Graphical Models under Total Positivity | Oct 27, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting | Mar 28, 2024 | Graph LearningTime Series | —Unverified | 0 | 0 |
| Hawkes-based cryptocurrency forecasting via Limit Order Book data | Dec 21, 2023 | Point ProcessesTime Series | —Unverified | 0 | 0 |
| Explicitly Solvable Continuous-time Inference for Partially Observed Markov Processes | Jan 2, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer | Dec 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Explicit Domain Adaptation with Loosely Coupled Samples | Apr 24, 2020 | Autonomous DrivingDomain Adaptation | —Unverified | 0 | 0 |
| Explicit construction of recurrent neural networks effectively approximating discrete dynamical systems | Sep 28, 2024 | Time Series | —Unverified | 0 | 0 |
| ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables | Mar 15, 2025 | Large Language ModelTime Series | —Unverified | 0 | 0 |
| Healthcare Cost Prediction: Leveraging Fine-grain Temporal Patterns | Sep 14, 2020 | PredictionTime Series | —Unverified | 0 | 0 |
| Application of the Non-Hermitian Singular Spectrum Analysis to the exponential retrieval problem | Aug 8, 2020 | RetrievalTime Series | —Unverified | 0 | 0 |
| Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction | Feb 9, 2024 | AttributeDecision Making | —Unverified | 0 | 0 |
| ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Data | May 15, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Hedonic Models Incorporating ESG Factors for Time Series of Average Annual Home Prices | Apr 10, 2024 | DiversityTime Series | —Unverified | 0 | 0 |
| Application of machine learning to gas flaring | Jan 11, 2023 | Gaussian ProcessesTime Series | —Unverified | 0 | 0 |
| Aiding Long-Term Investment Decisions with XGBoost Machine Learning Model | Apr 19, 2021 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 | 0 |
| Explaining Time Series by Counterfactuals | Sep 25, 2019 | counterfactualFeature Importance | —Unverified | 0 | 0 |
| Heterogeneous Federated Learning Systems for Time-Series Power Consumption Prediction with Multi-Head Embedding Mechanism | Jan 21, 2025 | Federated LearningNetwork Embedding | —Unverified | 0 | 0 |
| Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles | Feb 22, 2023 | Bayesian OptimizationDiversity | —Unverified | 0 | 0 |
| Heterogeneous Relational Kernel Learning | Aug 24, 2019 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Explaining Outcomes of Multi-Party Dialogues using Causal Learning | May 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction | Dec 23, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Application of LSTM architectures for next frame forecasting in Sentinel-1 images time series | Sep 2, 2020 | SSIMTime Series | —Unverified | 0 | 0 |
| Explaining Aviation Safety Incidents Using Deep Temporal Multiple Instance Learning | Oct 12, 2017 | Multiple Instance LearningTime Series | —Unverified | 0 | 0 |