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Showing 3501–3550 of 9169 papers

TitleStatusHype
Explaining Deep Learning Models for Age-related Gait Classification based on time series accelerationCode0
Data-Guided Regulator for Adaptive Nonlinear Control—0
Self-Distilled Representation Learning for Time Series—0
Link Streams as a Generalization of Graphs and Time Series—0
TimeSQL: Improving Multivariate Time Series Forecasting with Multi-Scale Patching and Smooth Quadratic Loss—0
Informative Priors Improve the Reliability of Multimodal Clinical Data Classification—0
SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation—0
Growth-rate distributions of gut microbiota time series—0
Identifying Systems with Symmetries using Equivariant Autoregressive Reservoir Computers—0
A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series—0
Evolving Domain Adaptation of Pretrained Language Models for Text Classification—0
A Multimodal Dataset of 21,412 Recorded Nights for Sleep and Respiratory Research—0
On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series—0
Approaching adverse event detection utilizing transformers on clinical time-series—0
Structured Estimation of Heterogeneous Time Series—0
Measure of Dependence for Financial Time-Series—0
USLR: an open-source tool for unbiased and smooth longitudinal registration of brain MRCode0
Application Research of Spline Interpolation and ARIMA in the Field of Stock Market Forecasting—0
PEMS: Pre-trained Epidemic Time-series Models—0
Mixture of Coupled HMMs for Robust Modeling of Multivariate Healthcare Time SeriesCode0
Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent ProcessesCode0
A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods—0
Estimating optical vegetation indices and biophysical variables for temperate forests with Sentinel-1 SAR data using machine learning techniques: A case study for CzechiaCode0
Two-Stage Aggregation with Dynamic Local Attention for Irregular Time Series—0
Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions—0
Revisiting Cont's Stylized Facts for Modern Stock Markets—0
Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation—0
Temporal Performance Prediction for Deep Convolutional Long Short-Term Memory Networks—0
DeepQC: A Deep Learning System for Automatic Quality Control of In-situ Soil Moisture Sensor Time Series Data—0
TSViT: A Time Series Vision Transformer for Fault Diagnosis—0
Doubly Robust Structure Identification from Temporal Data—0
k-Parameter Approach for False In-Season Anomaly Suppression in Daily Time Series Anomaly Detection—0
Time Scale Network: A Shallow Neural Network For Time Series Data—0
Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck—0
Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations—0
Causal Inference on Investment Constraints and Non-stationarity in Dynamic Portfolio Optimization through Reinforcement Learning—0
CNN-Based Structural Damage Detection using Time-Series Sensor Data—0
PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning—0
Generative learning for nonlinear dynamics—0
Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification—0
TS-Diffusion: Generating Highly Complex Time Series with Diffusion Models—0
Optimal Estimation Methodologies for Panel Data Regression Models—0
Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-seriesCode0
Discret2Di -- Deep Learning based Discretization for Model-based Diagnosis—0
Time Series Synthesis Using the Matrix Profile for Anonymization—0
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights—0
Sketching Multidimensional Time Series for Fast Discord Mining—0
Ego-Network Transformer for Subsequence Classification in Time Series Data—0
An adaptive standardisation methodology for Day-Ahead electricity price forecastingCode0
MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network—0
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