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Time Series

Papers

Showing 68016850 of 9169 papers

TitleStatusHype
Propagation Graph Estimation from Individual's Time Series of Observed States0
Predictive Analysis of COVID-19 Time-series Data from Johns Hopkins University0
XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series ClassificationCode1
Knowledge Enhanced Neural Fashion Trend ForecastingCode0
Joint Multi-Dimensional Model for Global and Time-Series Annotations0
Approaches and Applications of Early Classification of Time Series: A Review0
Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease ProgressionCode1
Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images0
P2ExNet: Patch-based Prototype Explanation Network0
DETECT: A Hierarchical Clustering Algorithm for Behavioural Trends in Temporal Educational Data0
Tail Granger causalities and where to find them: extreme risk spillovers vs. spurious linkages0
Cost-Effective Bad Synchrophasor Data Detection Based on Unsupervised Time Series Data Analytics0
Teaching Recurrent Neural Networks to Modify Chaotic Memories by Example0
Multivariate Time Series Forecasting with Transfer Entropy GraphCode1
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GANCode0
SleepPoseNet: Multi-View Learning for Sleep Postural Transition Recognition Using UWBCode1
On time series representations for multi-label NILMCode1
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data0
Deep ConvLSTM with self-attention for human activity decoding using wearablesCode1
Comparing Lexical Usage in Political Discourse across Diachronic Corpora0
Integrated Time Series Summarization and Prediction Algorithm and its Application to COVID-19 Data Mining0
Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction0
Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time SeriesCode0
Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation0
Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization0
End-to-end NILM System Using High Frequency Data and Neural Networks0
Multi-Decoder RNN Autoencoder Based on Variational Bayes Method0
Mapping Coupled Time-series Onto Complex Network0
SARS-COV-2 Pandemic: Understanding the Impact of Lockdown in the Most Affected States of India0
Classifying Image Sequences of Astronomical Transients with Deep Neural Networks0
Time Series Forecasting With Deep Learning: A Survey0
Application of Deep Interpolation Network for Clustering of Physiologic Time Series0
Forecasting in Non-stationary Environments with Fuzzy Time SeriesCode1
Adaptive model selection in photonic reservoir computing by reinforcement learning0
Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks0
Data-Driven Construction of Data Center Graph of Things for Anomaly Detection0
Uncovering the Dynamics of Correlation Structures Relative to the Collective Market Motion0
A dynamic conditional approach to portfolio weights forecasting0
Ensemble Deep Learning on Time-Series Representation of Tweets for Rumor Detection in Social Media0
The new face of multifractality: Multi-branchedness and the phase transitions in time series of mean inter-event times0
Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand0
Explicit Domain Adaptation with Loosely Coupled Samples0
Correlation-aware Unsupervised Change-point Detection via Graph Neural NetworksCode1
A Graph-constrained Changepoint Detection Approach for ECG Segmentation0
Uncertainty Modelling in Risk-averse Supply Chain Systems Using Multi-objective Pareto Optimization0
Sensor selection on graphs via data-driven node sub-sampling in network time series0
Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility0
How to find a unicorn: a novel model-free, unsupervised anomaly detection method for time seriesCode1
Applications of shapelet transform to time series classification of earthquake, wind and wave data0
Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting0
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