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Time Series Analysis

832 papers

Papers per year

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Papers

Location Predicts You: Location Prediction via Bi-direction Speculation and Dual-level Association IJCAI 2021
Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health Data IJCAI 2021
Time-Aware Multi-Scale RNNs for Time Series Modeling IJCAI 2021
Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021
Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting IJCAI 2021
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data IJCAI 2021
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data IJCAI 2021
Multi-series Time-aware Sequence Partitioning for Disease Progression Modeling IJCAI 2021
Hierarchical Adaptive Temporal-Relational Modeling for Stock Trend Prediction IJCAI 2021
Neural Temporal Point Processes: A Review IJCAI 2021
Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021
Uncertain Time Series Classification IJCAI 2021
Comparison of Remote Experiments Using Crowdsourcing and Laboratory Experiments on Speech Intelligibility INTERSPEECH 2021
Using Transposed Convolution for Articulatory-to-Acoustic Conversion from Real-Time MRI Data INTERSPEECH 2021
Single and Multiple Change-Point Detection with Differential Privacy JMLR 2021
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction JMLR 2021
Dynamic Tensor Recommender Systems JMLR 2021
Context-dependent Networks in Multivariate Time Series: Models, Methods, and Risk Bounds in High Dimensions JMLR 2021
A general linear-time inference method for Gaussian Processes on one dimension JMLR 2021
Statistically and Computationally Efficient Change Point Localization in Regression Settings JMLR 2021
Bayesian time-aligned factor analysis of paired multivariate time series JMLR 2021
Subseasonal climate prediction in the western US using Bayesian spatial models UAI 2021
Size-Invariant Detection of Marine Vessels From Visual Time Series WACV 2021
What went wrong and when? Instance-wise feature importance for time-series black-box models NIPS 2020
Normalizing Kalman Filters for Multivariate Time Series Analysis NIPS 2020