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Time Series

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Showing 1951–2000 of 9169 papers

TitleStatusHype
Global Mapping of Exposure and Physical Vulnerability Dynamics in Least Developed Countries using Remote Sensing and Machine Learning—0
Supervised Autoencoder MLP for Financial Time Series Forecasting—0
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights—0
Log-PDE Methods for Rough Signature Kernels—0
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide—0
TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data—0
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series—0
A Multi-Branched Radial Basis Network Approach to Predicting Complex Chaotic BehavioursCode0
From Similarity to Superiority: Channel Clustering for Time Series ForecastingCode0
Denoising Low-dose Images Using Deep Learning of Time Series Images—0
Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App—0
Variability in Aggregate Personal Income Across Industrial Sectors During COVID-19 Shock: A Time-Series Exploration—0
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting MethodsCode5
DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data—0
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection—0
Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition—0
Constants of Motion for Conserved and Non-conserved Dynamics—0
Feature-Based Echo-State Networks: A Step Towards Interpretability and Minimalism in Reservoir Computer—0
Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting—0
Gegenbauer Graph Neural Networks for Time-varying Signal ReconstructionCode0
Improved Genetic Algorithm Based on Greedy and Simulated Annealing Ideas for Vascular Robot Ordering Strategy—0
Swarm Characteristics Classification Using Neural NetworksCode0
IIP-Mixer:Intra-Inter Patch Mixing Architecture for Battery Remaining Useful Life Prediction—0
Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications—0
InceptionTime vs. Wavelet -- A comparison for time series classification—0
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series AnalysisCode1
AE SemRL: Learning Semantic Association Rules with Autoencoders—0
D-PAD: Deep-Shallow Multi-Frequency Patterns Disentangling for Time Series ForecastingCode1
A Framework to Evaluate Early Time-Series Classification AlgorithmsCode0
Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios—0
An End-to-End Structure with Novel Position Mechanism and Improved EMD for Stock ForecastingCode2
In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing DataCode0
Predicting Energy Budgets in Droplet Dynamics: A Recurrent Neural Network Approach—0
An early warning indicator trained on stochastic disease-spreading models with different noisesCode0
Time-series Initialization and Conditioning for Video-agnostic Stabilization of Video Super-Resolution using Recurrent Networks—0
AI for Biomedicine in the Era of Large Language Models—0
LAMPER: LanguAge Model and Prompt EngineeRing for zero-shot time series classificationCode0
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time seriesCode3
Grey-informed neural network for time-series forecasting—0
Addressing Concept Shift in Online Time Series Forecasting: Detect-then-AdaptCode2
Antinetwork among China A-shares—0
Explaining deep learning models for ozone pollution prediction via embedded feature selectionCode0
Foundation Models for Time Series Analysis: A Tutorial and SurveyCode7
HySim: An Efficient Hybrid Similarity Measure for Patch Matching in Image Inpainting—0
An Analysis of Linear Time Series Forecasting ModelsCode1
DiffSTOCK: Probabilistic relational Stock Market Predictions using Diffusion Models—0
Multifractal wavelet dynamic mode decomposition modeling for marketing time series—0
Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract)Code0
Capsule Neural Networks as Noise Stabilizer for Time Series Data—0
Castor: Competing shapelets for fast and accurate time series classificationCode0
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