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Time Series Analysis

826 directly classified papers

Papers per year

Papers

Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters AAAI 2019
Discovering Temporal Patterns from Insurance Interaction Data AAAI 2019
Predicting Hurricane Trajectories Using a Recurrent Neural Network AAAI 2019
Gated Residual Recurrent Graph Neural Networks for Traffic Prediction 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
Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019
Temporal Anomaly Detection: Calibrating the Surprise AAAI 2019
Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting AAAI 2019
Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models ICML 2019
Data mining Mandarin tone contour shapes ACL 2019
Identifying Predictive Causal Factors from News Streams EMNLP 2019
Using Clinical Notes with Time Series Data for ICU Management EMNLP 2019
A Time Series Analysis of Emotional Loading in Central Bank Statements EMNLP 2019
Data-driven Estimation of Sinusoid Frequencies NIPS 2019
Multi-resolution Multi-task Gaussian Processes NIPS 2019
High-dimensional multivariate forecasting with low-rank Gaussian Copula Processes NIPS 2019
Learning Representations for Time Series Clustering NIPS 2019
Fully Neural Network based Model for General Temporal Point Processes NIPS 2019
Sequential Recommender Systems: Challenges, Progress and Prospects IJCAI 2019
Nonparallel Emotional Speech Conversion INTERSPEECH 2019
Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019
Kernels for Sequentially Ordered Data JMLR 2019
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series AAAI 2019
Ontology-Based Query Answering for Probabilistic Temporal Data AAAI 2019