Time Series Analysis

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions EMNLP 2020 Towards Better Forecasting by Fusing Near and Distant Future Visions AAAI 2020 Transformer Hawkes Process ICML 2020 Vector Autoregressive Weighting Reversion Strategy for Online Portfolio Selection IJCAI 2020 WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series IJCAI 2020 What time is it? Temporal Analysis of Novels EMNLP 2020 What went wrong and when? Instance-wise feature importance for time-series black-box models NeurIPS 2020 Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences CVPR 2020 Active Change-Point Detection ACML 2019 A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data IJCAI 2019 A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data AAAI 2019 Algorithms for Estimating Trends in Global Temperature Volatility AAAI 2019 Analyzing Reaction Time and Error Sequences in Lexical Decision Experiments Interspeech 2019 An Investigation of Therapeutic Rapport Through Prosody in Brief Psychodynamic Psychotherapy Interspeech 2019 A Time Series Analysis of Emotional Loading in Central Bank Statements EMNLP 2019 BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series IJCAI 2019 Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models ICML 2019 Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019 Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting AAAI 2019 Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes IJCAI 2019 Data-driven Estimation of Sinusoid Frequencies NeurIPS 2019 Data mining Mandarin tone contour shapes ACL 2019 DeepDPM: Dynamic Population Mapping via Deep Neural Network AAAI 2019 DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System AAAI 2019 Deep Latent Generative Models for Energy Disaggregation AAAI 2019