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Time Series

Papers

Showing 54015450 of 9169 papers

TitleStatusHype
IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction0
Privacy Amplification by Subsampling in Time Domain0
Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection0
Recursive Least Squares Policy Control with Echo State Network0
Cognitive forces shape the dynamics of word usage across multiple languages0
Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models0
Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features?0
Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial NetworksCode0
Application of Common Spatial Patterns in Gravitational Waves Detection0
Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity?0
An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction0
DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift0
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 20190
A machine learning search for optimal GARCH parameters0
Data-driven approach in a compartmental epidemic model to assess undocumented infectionsCode0
Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?0
Weak Supervision for Affordable Modeling of Electrocardiogram Data0
Causal Discovery from Sparse Time-Series Data Using Echo State Network0
OPP-Miner: Order-preserving sequential pattern mining0
Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity DemandCode0
Applications of Signature Methods to Market Anomaly Detection0
Churn prediction in online gambling0
Unifying Epidemic Models with Mixtures0
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey0
Approximate Factor Models for Functional Time SeriesCode0
Bayesian Online Change Point Detection for Baseline Shifts0
Detecting CAN Masquerade Attacks with Signal Clustering Similarity0
Bitcoin Price Predictive Modeling Using Expert Correction0
Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics0
Sales Time Series Analytics Using Deep Q-Learning0
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting0
A Review of Mathematical and Computational Methods in Cancer Dynamics0
Deep Fusion of Lead-lag Graphs: Application to Cryptocurrencies0
Elastic Product Quantization for Time SeriesCode0
Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection0
Deep Learning and Linear Programming for Automated Ensemble Forecasting and InterpretationCode0
On the effectiveness of Randomized Signatures as Reservoir for Learning Rough Dynamics0
High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series0
Modelling matrix time series via a tensor CP-decomposition0
Evolutionary correlation, regime switching, spectral dynamics and optimal trading strategies for cryptocurrencies and equities0
Random cohort effects and age groups dependency structure for mortality modelling and forecasting: Mixed-effects time-series model approach0
ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer0
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification0
Monte Carlo EM for Deep Time Series Anomaly DetectionCode0
AutoFITS: Automatic Feature Engineering for Irregular Time SeriesCode0
MOEF: Modeling Occasion Evolution in Frequency Domain for Promotion-Aware Click-Through Rate PredictionCode0
Time Series Data Mining Algorithms Towards Scalable and Real-Time Behavior Monitoring0
Toeplitz Least Squares Problems, Fast Algorithms and Big Data0
Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series0
Stationarity analysis of the stock market data and its application to mechanical trading0
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