SOTAVerified

Time Series Prediction

The goal of Time Series Prediction is to infer the future values of a time series from the past.

Source: Orthogonal Echo State Networks and stochastic evaluations of likelihoods

Papers

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Showing 391–400 of 477 papers

TitleStatusHype
Meta-descent for Online, Continual Prediction—0
An Artificial Spiking Quantum Neuron—0
The Use of Gaussian Processes in System Identification—0
Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction—0
Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA—0
Patch LearningCode0
A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting—0
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand ForecastingCode0
Robust guarantees for learning an autoregressive filter—0
Enforcing constraints for time series prediction in supervised, unsupervised and reinforcement learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CMU-DEMAverage mean absolute error9.06—Unverified
#ModelMetricClaimedVerifiedStatus
1LSTMRMSE0—Unverified