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Showing 3101–3150 of 9169 papers

TitleStatusHype
Imputation of Counterfactual Outcomes when the Errors are Predictable—0
Deep Generative Domain Adaptation with Temporal Attention for Cross-User Activity Recognition—0
Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition—0
Cross-user activity recognition via temporal relation optimal transport—0
Koopman Ensembles for Probabilistic Time Series ForecastingCode0
Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies—0
FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder—0
Data-Driven Tuning Parameter Selection for High-Dimensional Vector Autoregressions—0
Time Series Analysis of Key Societal Events as Reflected in Complex Social Media Data Streams—0
Probabilistic Forecasting of Real-Time Electricity Market Signals via Interpretable Generative AI—0
Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest—0
tsGT: Stochastic Time Series Modeling With Transformer—0
Sparse dynamic network reconstruction through L1-regularization of a Lyapunov equation—0
What is different between these datasets?—0
A Modular End-to-End Multimodal Learning Method for Structured and Unstructured DataCode0
Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time SeriesCode0
A Novel Theoretical Framework for Exponential Smoothing—0
Hyperparameter Tuning MLPs for Probabilistic Time Series ForecastingCode0
Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition—0
Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling—0
Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach—0
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution ShiftsCode0
RATSF: Empowering Customer Service Volume Management through Retrieval-Augmented Time-Series Forecasting—0
Enhancing Price Prediction in Cryptocurrency Using Transformer Neural Network and Technical Indicators—0
Electrical Load Forecasting Model Using Hybrid LSTM Neural Networks with Online Correction—0
Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records—0
Towards Controllable Time Series Generation—0
Probing the Robustness of Time-series Forecasting Models with CounterfacTSCode0
Multi-modal Deep Learning—0
Portraying the Need for Temporal Data in Flood Detection via Sentinel-1—0
K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data—0
InjectTST: A Transformer Method of Injecting Global Information into Independent Channels for Long Time Series Forecasting—0
Matrix-based Prediction Approach for Intraday Instantaneous Volatility Vector—0
Time Weaver: A Conditional Time Series Generation Model—0
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series—0
Soft-constrained Schrodinger Bridge: a Stochastic Control Approach—0
Unsupervised Distance Metric Learning for Anomaly Detection Over Multivariate Time Series—0
Transformer for Times Series: an Application to the S&P500—0
Hybrid Quantum Neural Network Advantage for Radar-Based Drone Detection and Classification in Low Signal-to-Noise RatioCode0
Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data—0
Towards Foundation Time Series Model: To Synthesize Or Not To Synthesize?Code0
Analysis and Fully Memristor-based Reservoir Computing for Temporal Data Classification—0
Hybridizing Traditional and Next-Generation Reservoir Computing to Accurately and Efficiently Forecast Dynamical SystemsCode0
Towards efficient deep autoencoders for multivariate time series anomaly detection—0
ConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis—0
A Library of Mirrors: Deep Neural Nets in Low Dimensions are Convex Lasso Models with Reflection Features—0
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data—0
Equipment Health Assessment: Time Series Analysis for Wind Turbine Performance—0
Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling—0
Predicting UAV Type: An Exploration of Sampling and Data Augmentation for Time Series Classification—0
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