Forest Proximities for Time Series
Fuente:
arXiv
Saved in:
| Main Authors: | Shaw, Ben, Rhodes, Jake, Boubrahimi, Soukaina Filali, Moon, Kevin R. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Generalized Proximity Forest
by: Shaw, Ben, et al.
Published: (2025)
by: Shaw, Ben, et al.
Published: (2025)
Motif-guided Time Series Counterfactual Explanations
by: Li, Peiyu, et al.
Published: (2022)
by: Li, Peiyu, et al.
Published: (2022)
Global Cross-Time Attention Fusion for Enhanced Solar Flare Prediction from Multivariate Time Series
by: Vural, Onur, et al.
Published: (2025)
by: Vural, Onur, et al.
Published: (2025)
EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction
by: Vural, Onur, et al.
Published: (2024)
by: Vural, Onur, et al.
Published: (2024)
SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning
by: EskandariNasab, MohammadReza, et al.
Published: (2024)
by: EskandariNasab, MohammadReza, et al.
Published: (2024)
Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data
by: Vural, Onur, et al.
Published: (2024)
by: Vural, Onur, et al.
Published: (2024)
AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation
by: EskandariNasab, MohammadReza, et al.
Published: (2025)
by: EskandariNasab, MohammadReza, et al.
Published: (2025)
ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation
by: EskandariNasab, MohammadReza, et al.
Published: (2024)
by: EskandariNasab, MohammadReza, et al.
Published: (2024)
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps
by: Li, Peiyu, et al.
Published: (2024)
by: Li, Peiyu, et al.
Published: (2024)
TIMED: Adversarial and Autoregressive Refinement of Diffusion-Based Time Series Generation
by: EskandariNasab, MohammadReza, et al.
Published: (2025)
by: EskandariNasab, MohammadReza, et al.
Published: (2025)
Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning
by: EskandariNasab, MohammadReza, et al.
Published: (2024)
by: EskandariNasab, MohammadReza, et al.
Published: (2024)
Advancing Hate Speech Detection with Transformers: Insights from the MetaHate
by: Chapagain, Santosh, et al.
Published: (2025)
by: Chapagain, Santosh, et al.
Published: (2025)
Pruning Strategies for Backdoor Defense in LLMs
by: Chapagain, Santosh, et al.
Published: (2025)
by: Chapagain, Santosh, et al.
Published: (2025)
Label-Guided Imputation via Forest-Based Proximities for Improved Time Series Classification
by: Rhodes, Jake S., et al.
Published: (2025)
by: Rhodes, Jake S., et al.
Published: (2025)
Revisiting Forest Proximities via Sparse Leaf-Incidence Kernels
by: Aumon, Adrien, et al.
Published: (2026)
by: Aumon, Adrien, et al.
Published: (2026)
Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension
by: Ni, Shuang, et al.
Published: (2024)
by: Ni, Shuang, et al.
Published: (2024)
Info-CELS: Informative Saliency Map Guided Counterfactual Explanation
by: Li, Peiyu, et al.
Published: (2024)
by: Li, Peiyu, et al.
Published: (2024)
Localized Uncertainty Quantification in Random Forests via Proximities
by: Rhodes, Jake S., et al.
Published: (2025)
by: Rhodes, Jake S., et al.
Published: (2025)
Forest-Guided Semantic Transport for Label-Supervised Manifold Alignment
by: Aumon, Adrien, et al.
Published: (2026)
by: Aumon, Adrien, et al.
Published: (2026)
SolarGPT-QA: A Domain-Adaptive Large Language Model for Educational Question Answering in Space Weather and Heliophysics
by: Chapagain, Santosh, et al.
Published: (2026)
by: Chapagain, Santosh, et al.
Published: (2026)
Random Forest Autoencoders for Guided Representation Learning
by: Aumon, Adrien, et al.
Published: (2025)
by: Aumon, Adrien, et al.
Published: (2025)
Source Code in Support of Solar Flare Prediction through Time Series Data Augmentation
by: Li, Peiyu, et al.
Published: (2025)
by: Li, Peiyu, et al.
Published: (2025)
Random Forest-Supervised Manifold Alignment
by: Rhodes, Jake S., et al.
Published: (2024)
by: Rhodes, Jake S., et al.
Published: (2024)
Symmetry Discovery Beyond Affine Transformations
by: Shaw, Ben, et al.
Published: (2024)
by: Shaw, Ben, et al.
Published: (2024)
Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction
by: Mau, Jarrod, et al.
Published: (2024)
by: Mau, Jarrod, et al.
Published: (2024)
Continuous Symmetry Discovery and Enforcement Using Infinitesimal Generators of Multi-parameter Group Actions
by: Shaw, Ben, et al.
Published: (2025)
by: Shaw, Ben, et al.
Published: (2025)
Freeze, Diffuse, Decode: Geometry-Aware Adaptation of Pretrained Transformer Embeddings for Antimicrobial Peptide Design
by: Gawade, Pankhil, et al.
Published: (2025)
by: Gawade, Pankhil, et al.
Published: (2025)
Graph Integration for Diffusion-Based Manifold Alignment
by: Rhodes, Jake S., et al.
Published: (2024)
by: Rhodes, Jake S., et al.
Published: (2024)
Time Series Foundation Models for Multivariate Financial Time Series Forecasting
by: Marconi, Ben A.
Published: (2025)
by: Marconi, Ben A.
Published: (2025)
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization
by: Niu, Wenzhe, et al.
Published: (2025)
by: Niu, Wenzhe, et al.
Published: (2025)
Adaptive MSD-Splitting: Enhancing C4.5 and Random Forests for Skewed Continuous Attributes
by: Lee, Jake
Published: (2026)
by: Lee, Jake
Published: (2026)
Analyzing and Improving Diffusion Models for Time-Series Data Imputation: A Proximal Recursion Perspective
by: Chen, Zhichao, et al.
Published: (2026)
by: Chen, Zhichao, et al.
Published: (2026)
Advancing Minority Stress Detection with Transformers: Insights from the Social Media Datasets
by: Chapagain, Santosh, et al.
Published: (2025)
by: Chapagain, Santosh, et al.
Published: (2025)
Quantile Regression using Random Forest Proximities
by: Li, Mingshu, et al.
Published: (2024)
by: Li, Mingshu, et al.
Published: (2024)
A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization
by: Ali, Nawazish, et al.
Published: (2024)
by: Ali, Nawazish, et al.
Published: (2024)
Diffusion Policy through Conditional Proximal Policy Optimization
by: Liu, Ben, et al.
Published: (2026)
by: Liu, Ben, et al.
Published: (2026)
Adaptive Time Series Reasoning via Segment Selection
by: Messica, Shvat, et al.
Published: (2026)
by: Messica, Shvat, et al.
Published: (2026)
PATE: Proximity-Aware Time series anomaly Evaluation
by: Ghorbani, Ramin, et al.
Published: (2024)
by: Ghorbani, Ramin, et al.
Published: (2024)
Enhanced Local Explainability and Trust Scores with Random Forest Proximities
by: Rosaler, Joshua, et al.
Published: (2023)
by: Rosaler, Joshua, et al.
Published: (2023)
When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series
by: Park, Min-Yeong, et al.
Published: (2025)
by: Park, Min-Yeong, et al.
Published: (2025)
Similar Items
-
The Generalized Proximity Forest
by: Shaw, Ben, et al.
Published: (2025) -
Motif-guided Time Series Counterfactual Explanations
by: Li, Peiyu, et al.
Published: (2022) -
Global Cross-Time Attention Fusion for Enhanced Solar Flare Prediction from Multivariate Time Series
by: Vural, Onur, et al.
Published: (2025) -
EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction
by: Vural, Onur, et al.
Published: (2024) -
SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning
by: EskandariNasab, MohammadReza, et al.
Published: (2024)