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Time Series
A time series refers to a sequence of data points arranged in chronological order, with the objective of predicting future trends by analyzing historical data. Time series analysis can reveal patterns in how data changes over time, providing a scientific basis for decision-making in fields such as finance, meteorology, and healthcare, thus holding significant application value.
Time Series Forecasting
76 papers | 86 benchmarks
Time Series Classification
31 papers | 51 benchmarks
Traffic Prediction
62 papers | 33 benchmarks
Pose Estimation
124 papers | 31 benchmarks
GLinear
1 papers | 19 benchmarks
Multivariate Time Series Forecasting
19 papers | 17 benchmarks
Math Word Problem Solving
71 papers | 13 benchmarks
Video Quality Assessment
61 papers | 10 benchmarks
Multivariate Time Series Imputation
18 papers | 9 benchmarks
Human Activity Recognition
11 papers | 8 benchmarks
Time Series Anomaly Detection
2 papers | 8 benchmarks
Correlated Time Series Forecasting
1 papers | 4 benchmarks
Earth Surface Forecasting
4 papers | 4 benchmarks
Imputation
2 papers | 4 benchmarks
Time Series Regression
2 papers | 4 benchmarks
Change Point Detection
6 papers | 3 benchmarks
Electroencephalogram (EEG)
4 papers | 3 benchmarks
Probabilistic Time Series Forecasting
1 papers | 3 benchmarks
Stock Market Prediction
13 papers | 3 benchmarks
Synthetic Outliers Evaluation
1 papers | 3 benchmarks
Time Series Analysis
7 papers | 3 benchmarks
Univariate Time Series Forecasting
4 papers | 3 benchmarks
New Product Sales Forecasting
4 papers | 2 benchmarks
PAIR TRADING
1 papers | 2 benchmarks
Prediction
2 papers | 2 benchmarks
Remaining Useful Lifetime Estimation
2 papers | 2 benchmarks
Semanticity prediction
2 papers | 2 benchmarks
Time Series Prediction
2 papers | 2 benchmarks
Traffic Data Imputation
2 papers | 2 benchmarks
Activity Prediction
1 papers | 1 benchmarks
Attention Score Prediction
1 papers | 1 benchmarks
Beam Prediction
1 papers | 1 benchmarks
Classify murmurs
3 papers | 1 benchmarks
Computational Efficiency
1 papers | 1 benchmarks
COVID-19 Modelling
1 papers | 1 benchmarks
Early Classification
1 papers | 1 benchmarks
Eeg Decoding
1 papers | 1 benchmarks
Fire Detection
1 papers | 1 benchmarks
Li-ion State of Health Estimation
1 papers | 1 benchmarks
Lip password classification
1 papers | 1 benchmarks
LWR Classification
1 papers | 1 benchmarks
Noise Level Prediction
1 papers | 1 benchmarks
Portfolio Optimization
1 papers | 1 benchmarks
Predict clinical outcome
1 papers | 1 benchmarks
Sequential skip prediction
1 papers | 1 benchmarks
Short-observation new product sales forecasting
1 papers | 1 benchmarks
Sleep spindles detection
1 papers | 1 benchmarks
Social Media Popularity Prediction
1 papers | 1 benchmarks
Solar Irradiance Forecasting
1 papers | 1 benchmarks
Sports Activity Recognition
1 papers | 1 benchmarks
Stock Price Prediction
1 papers | 1 benchmarks
Stock Trend Prediction
1 papers | 1 benchmarks
Synthetic Data Evaluation
1 papers | 1 benchmarks
Time Series Clustering
2 papers | 1 benchmarks
Trajectory Modeling
1 papers | 1 benchmarks
Transferability
6 papers | 1 benchmarks
Travel Time Estimation
2 papers | 1 benchmarks
W-R-L-D Sleep Staging
1 papers | 1 benchmarks
W-R-N Sleep Staging
1 papers | 1 benchmarks