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time series analysis

174 papers

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Also known as

TSA

Co-occurring keywords

time series (434) anomaly detection (740) causal inference (1619) bayesian inference (1904) representation learning (6174) time series forecasting (360) multimodal learning (4622) large language model (12755) sentiment analysis (2079) gaussian process (1198)

Papers

I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic EMNLP 2020
Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models JMLR 2020
The impact of preprint servers in the formation of novel ideas EMNLP 2020
Discovering Synchronized Subsets of Sequences: A Large Scale Solution CVPR 2020
Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction IJCAI 2020
A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data IJCAI 2019
Analyzing Reaction Time and Error Sequences in Lexical Decision Experiments INTERSPEECH 2019
Discovering Temporal Patterns from Insurance Interaction Data AAAI 2019
Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019
A Time Series Analysis of Emotional Loading in Central Bank Statements EMNLP 2019
Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis NIPS 2019
Data-driven Estimation of Sinusoid Frequencies NIPS 2019
Using time series and natural language processing to identify viral moments in the 2016 U.S. Presidential Debate NAACL 2019
Kernels for Sequentially Ordered Data JMLR 2019
Algorithms for Estimating Trends in Global Temperature Volatility AAAI 2019
Learning low-dimensional state embeddings and metastable clusters from time series data NIPS 2019
Predicting Sick Patient Volume in a Pediatric Outpatient Setting using Time Series Analysis MLHC 2019
Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes IJCAI 2019
BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series IJCAI 2019
A Statistical Investigation of Long Memory in Language and Music ICML 2019
Pattern-Based Behavioural Analysis on Neurosurgical Simulation Data MLHC 2018
Robust and Scalable Models of Microbiome Dynamics ICML 2018
Concentration inequalities for empirical processes of linear time series JMLR 2018
Dynamic and Static Topic Model for Analyzing Time-Series Document Collections ACL 2018
The Trajectory of Voice Onset Time with Vocal Aging INTERSPEECH 2018