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Time Series Analysis

832 papers

Papers per year

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Papers

STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting IJCAI 2019
GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction IJCAI 2019
Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes IJCAI 2019
Similarity Preserving Representation Learning for Time Series Clustering IJCAI 2019
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering IJCAI 2019
BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series IJCAI 2019
A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data IJCAI 2019
Sequential Recommender Systems: Challenges, Progress and Prospects IJCAI 2019
Identifying Predictive Causal Factors from News Streams IJCNLP 2019
Text-based inference of moral sentiment change IJCNLP 2019
A Hierarchical Location Prediction Neural Network for Twitter User Geolocation IJCNLP 2019
Listener Preference on the Local Criterion for Ideal Binary-Masked Speech INTERSPEECH 2019
Analyzing Reaction Time and Error Sequences in Lexical Decision Experiments INTERSPEECH 2019
Nonparallel Emotional Speech Conversion INTERSPEECH 2019
An Investigation of Therapeutic Rapport Through Prosody in Brief Psychodynamic Psychotherapy INTERSPEECH 2019
Kernels for Sequentially Ordered Data JMLR 2019
Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019
Using time series and natural language processing to identify viral moments in the 2016 U.S. Presidential Debate NAACL 2019
Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders NIPS 2018
Bayesian Alignments of Warped Multi-Output Gaussian Processes NIPS 2018
Deep State Space Models for Time Series Forecasting NIPS 2018
Precision and Recall for Time Series NIPS 2018
Multivariate Time Series Imputation with Generative Adversarial Networks NIPS 2018
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning NIPS 2018
Fast Estimation of Causal Interactions using Wold Processes NIPS 2018