time series analysis

Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis EMNLP 2023 Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting EMNLP 2023 Multivariate Time-series Imputation with Disentangled Temporal Representations ICLR 2023 Neural Stochastic Differential Games for Time-series Analysis ICML 2023 Nonparametric Density Estimation under Distribution Drift ICML 2023 One Fits All: Power General Time Series Analysis by Pretrained LM NeurIPS 2023 Online Change-Point Detection in High-Dimensional Covariance Structure with Application to Dynamic Networks JMLR 2023 PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023 Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications EMNLP 2023 Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts ICML 2023 Regularization-free Diffeomorphic Temporal Alignment Nets ICML 2023 Rhino: Deep Causal Temporal Relationship Learning with History-dependent Noise ICLR 2023 Root Cause Identification for Collective Anomalies in Time Series given an Acyclic Summary Causal Graph with Loops AISTATS 2023 Switching Autoregressive Low-rank Tensor Models NeurIPS 2023 Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings NeurIPS 2023 Utterance Emotion Dynamics in Children’s Poems: Emotional Changes Across Age ACL 2023 ViTs for SITS: Vision Transformers for Satellite Image Time Series CVPR 2023 AnomalyKiTS: Anomaly Detection Toolkit for Time Series AAAI 2022 Creating Interpretable Data-Driven Approaches for Tropical Cyclones Forecasting AAAI 2022 DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022 DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation CVPR 2022 Fractality of sentiment arcs for literary quality assessment: The case of Nobel laureates AACL 2022 Huber Additive Models for Non-stationary Time Series Analysis ICLR 2022 Incorporating Stock Market Signals for Twitter Stance Detection ACL 2022 LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data JMLR 2022