conftrace_

time series prediction

70 papers

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Co-occurring keywords

recurrent neural network (1790) time series forecasting (364) attention mechanism (4001) graph neural network (3962) dynamical system (398) online learning (1777) time series (435) reservoir computing (29) long short-term memory (748) traffic forecasting (28)

Papers

A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract) AAAI 2022
EasySM: A Data-Driven Intelligent Decision Support System for Server Merge AAAI 2022
Forecasting Reservoir Inflow via Recurrent Neural ODEs AAAI 2021
Towards the Prediction of the Vocal Tract Shape from the Sequence of Phonemes to be Articulated INTERSPEECH 2021
Liquid Time-constant Networks AAAI 2021
Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks IJCAI 2021
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction JMLR 2021
Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling IJCAI 2021
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data IJCAI 2021
DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales NIPS 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021
Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution IJCAI 2020
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing AAAI 2020
Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory AAAI 2020
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms AAAI 2020
Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation INTERSPEECH 2020
RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020
How to Predict Seawater Temperature for Sustainable Marine Aquaculture (Student Abstract) AAAI 2020
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter ACL 2020
Vector Autoregressive Weighting Reversion Strategy for Online Portfolio Selection IJCAI 2020
Reservoir Computing meets Recurrent Kernels and Structured Transforms NIPS 2020
Predicting Hurricane Trajectories Using a Recurrent Neural Network AAAI 2019
CAFE: Adaptive VDI Workload Prediction with Multi-Grained Features AAAI 2019