Time Series Analysis

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CAMASA: A CAM-based Dataset from the MASA Living Lab

馃搲Time SeriesContent type: Academic
arxiv.org

Uniform central limit theorems for non-stationary processes via relative weak convergence

馃搲Time SeriesContent type: Academic
arxiv.org

Natural forest expansion is a larger carbon sink than secondary forests in moist tropics

馃搲Time SeriesContent type: Academic
nature.com

Achieving China's shale gas targets: Policy synergies resolving production deficits via system dynamics modeling

馃搲Time SeriesContent type: Academic
sciencedirect.com

Optimal Wiener-Filter Solutions for Denoising of Graph Signals on Directed Graphs

馃搲Time SeriesContent type: Academic
arxiv.org

Stationarity-Aware Retrieval-Augmented Time Series Forecasting

馃搲Time SeriesContent type: Academic
arxiv.org

Tests for Independence of High-Dimensional Nonstationary Time Series

馃搲Time SeriesContent type: Academic
arxiv.org

GNSS-FM: A Self-Supervised Foundation Model for Daily GNSS Displacement Time Series

馃搲Time SeriesContent type: Academic
arxiv.org

Wasserstein Exponential Smoothing

馃搲Time SeriesContent type: Academic
arxiv.org

A Mean-Field Analysis of Multi-Head Self-Attention under Cross-Entropy Training

馃搳OptimizationContent type: Academic
arxiv.org

TSseek: Regular Expression-Based Similarity Search for Distributed Time Series Datasets

馃搲Time SeriesContent type: Academic
arxiv.org

Adaptive Oscillatory-State Alignment for Time Series Forecasting

馃搲Time SeriesContent type: Academic
arxiv.org

Preserving Plasticity in Continual Learning via Dynamical Isometry

馃搲Time SeriesContent type: Academic
arxiv.org

The Distributed Detectability Band Against Marginal-Preserving Attacks

馃搲Time SeriesContent type: Academic
arxiv.org

YUBI: Yielding Universal Bidigital Interface for Bimanual Dexterous Manipulation at Scale

馃搲Time SeriesContent type: Academic
arxiv.org

Asymptotics of an Explosive Autoregression under Dependence

馃搲Time SeriesContent type: Academic
arxiv.org

GenAutoML: An Agentic Framework for Dynamic Architecture Generation and Optimization in Time-Series Analysis

馃捇AIContent type: Academic
arxiv.org

Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook

馃搲Time SeriesContent type: Academic
arxiv.org

Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach

馃搲Time SeriesContent type: Academic
arxiv.org

Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series

馃搲Time SeriesContent type: Academic
arxiv.org

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