Unveiling 3D Ocean Biogeochemical Provinces in the North Atlantic: A Systematic Comparison and Validation of Clustering Methods
Fuente:
arXiv
Saved in:
| Main Authors: | Jenniges, Yvonne, Sonnewald, Maike, Maneth, Sebastian, Olsen, Are, Koch, Boris P. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting
by: Suri, Sanah, et al.
Published: (2026)
by: Suri, Sanah, et al.
Published: (2026)
The Importance of Architecture Choice in Deep Learning for Climate Applications
by: Dräger, Simon, et al.
Published: (2024)
by: Dräger, Simon, et al.
Published: (2024)
User Identification via Free Roaming Eye Tracking Data
by: Haria, Rishabh Vallabh Varsha, et al.
Published: (2024)
by: Haria, Rishabh Vallabh Varsha, et al.
Published: (2024)
Explainability Methods for Hardware Trojan Detection: A Systematic Comparison
by: Whitten, Paul, et al.
Published: (2026)
by: Whitten, Paul, et al.
Published: (2026)
Measuring the Validity of Clustering Validation Datasets
by: Jeon, Hyeon, et al.
Published: (2025)
by: Jeon, Hyeon, et al.
Published: (2025)
Deep Clustering Evaluation: How to Validate Internal Clustering Validation Measures
by: Wang, Zeya, et al.
Published: (2024)
by: Wang, Zeya, et al.
Published: (2024)
Evaluating and Validating Cluster Results
by: Vysala, Anupriya, et al.
Published: (2020)
by: Vysala, Anupriya, et al.
Published: (2020)
Empirical Comparison between Cross-Validation and Mutation-Validation in Model Selection
by: Yu, Jinyang, et al.
Published: (2023)
by: Yu, Jinyang, et al.
Published: (2023)
Benchmarking of Clustering Validity Measures Revisited
by: Simpson, Connor, et al.
Published: (2025)
by: Simpson, Connor, et al.
Published: (2025)
DelTriC: A Novel Clustering Method with Accurate Outlier
by: Javurek, Tomas, et al.
Published: (2025)
by: Javurek, Tomas, et al.
Published: (2025)
Frost Prediction Using Machine Learning Methods in Fars Province
by: Barooni, Milad, et al.
Published: (2024)
by: Barooni, Milad, et al.
Published: (2024)
A Comparison of Polynomial-Based Tree Clustering Methods
by: Liu, Pengyu, et al.
Published: (2026)
by: Liu, Pengyu, et al.
Published: (2026)
On the Use of Relative Validity Indices for Comparing Clustering Approaches
by: Yerbury, Luke W., et al.
Published: (2024)
by: Yerbury, Luke W., et al.
Published: (2024)
From A-to-Z Review of Clustering Validation Indices
by: Hassan, Bryar A., et al.
Published: (2024)
by: Hassan, Bryar A., et al.
Published: (2024)
An Adaptive Spatiotemporal Clustering Framework for 3D Ocean Subsurface Temperature Reconstruction
by: Loo, Ming Shan, et al.
Published: (2026)
by: Loo, Ming Shan, et al.
Published: (2026)
Clustering scientific publications: lessons learned through experiments with a real citation network
by: Huong, Vu Thi, et al.
Published: (2025)
by: Huong, Vu Thi, et al.
Published: (2025)
Agglomerative Hierarchical Clustering for Selecting Valid Instrumental Variables
by: Apfel, Nicolas, et al.
Published: (2021)
by: Apfel, Nicolas, et al.
Published: (2021)
Why Can't I See My Clusters? A Precision-Recall Approach to Dimensionality Reduction Validation
by: van der Hoorn, Diede P. M., et al.
Published: (2025)
by: van der Hoorn, Diede P. M., et al.
Published: (2025)
The Benchmarking Epistemology: Construct Validity for Evaluating Machine Learning Models
by: Freiesleben, Timo, et al.
Published: (2025)
by: Freiesleben, Timo, et al.
Published: (2025)
Comparing Cluster-Based Cross-Validation Strategies for Machine Learning Model Evaluation
by: Spezia, Afonso Martini, et al.
Published: (2025)
by: Spezia, Afonso Martini, et al.
Published: (2025)
Comparative Evaluation of Clustered Federated Learning Methods
by: Ali, Michael Ben, et al.
Published: (2024)
by: Ali, Michael Ben, et al.
Published: (2024)
Towards Effective Evaluations and Comparisons for LLM Unlearning Methods
by: Wang, Qizhou, et al.
Published: (2024)
by: Wang, Qizhou, et al.
Published: (2024)
Consistent Validation for Predictive Methods in Spatial Settings
by: Burt, David R., et al.
Published: (2024)
by: Burt, David R., et al.
Published: (2024)
Masked Subspace Clustering Methods
by: Song, Jiebo, et al.
Published: (2025)
by: Song, Jiebo, et al.
Published: (2025)
Validation of Composite Systems by Discrepancy Propagation
by: Reeb, David, et al.
Published: (2022)
by: Reeb, David, et al.
Published: (2022)
Nonparametric Kernel Clustering with Bandit Feedback
by: Thuot, Victor, et al.
Published: (2026)
by: Thuot, Victor, et al.
Published: (2026)
A3S: A General Active Clustering Method with Pairwise Constraints
by: Deng, Xun, et al.
Published: (2024)
by: Deng, Xun, et al.
Published: (2024)
Unveiling Location-Specific Price Drivers: A Two-Stage Cluster Analysis for Interpretable House Price Predictions
by: Gümmer, Paul, et al.
Published: (2025)
by: Gümmer, Paul, et al.
Published: (2025)
General Line Coordinates in 3D
by: Martinez, Joshua, et al.
Published: (2024)
by: Martinez, Joshua, et al.
Published: (2024)
Comparative Study of Causal Discovery Methods for Cyclic Models with Hidden Confounders
by: Lorbeer, Boris, et al.
Published: (2024)
by: Lorbeer, Boris, et al.
Published: (2024)
Relational Graph Modeling for Credit Default Prediction: Heterogeneous GNNs and Hybrid Ensemble Learning
by: Yang, Yvonne, et al.
Published: (2026)
by: Yang, Yvonne, et al.
Published: (2026)
High-Dimensional BWDM: A Robust Nonparametric Clustering Validation Index for Large-Scale Data
by: Baragilly, Mohammed, et al.
Published: (2025)
by: Baragilly, Mohammed, et al.
Published: (2025)
DFCA: Decentralized Federated Clustering Algorithm
by: Kirch, Jonas, et al.
Published: (2025)
by: Kirch, Jonas, et al.
Published: (2025)
Advanced Graph Clustering Methods: A Comprehensive and In-Depth Analysis
by: Watteau, Timothé, et al.
Published: (2024)
by: Watteau, Timothé, et al.
Published: (2024)
Gromov-Wasserstein Methods for Multi-View Relational Embedding and Clustering
by: Eufrazio, Rafael Pereira, et al.
Published: (2026)
by: Eufrazio, Rafael Pereira, et al.
Published: (2026)
Clustering by Nonparametric Smoothing
by: Hofmeyr, David P.
Published: (2025)
by: Hofmeyr, David P.
Published: (2025)
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks
by: Amara, Kenza, et al.
Published: (2022)
by: Amara, Kenza, et al.
Published: (2022)
Comparison of Lightweight Methods for Vehicle Dynamics-Based Driver Drowsiness Detection
by: Nakagama, Yutaro, et al.
Published: (2025)
by: Nakagama, Yutaro, et al.
Published: (2025)
A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring
by: Dissanayake, Oshana, et al.
Published: (2024)
by: Dissanayake, Oshana, et al.
Published: (2024)
Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach
by: Zhang, Jingwei, et al.
Published: (2024)
by: Zhang, Jingwei, et al.
Published: (2024)
Similar Items
-
OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting
by: Suri, Sanah, et al.
Published: (2026) -
The Importance of Architecture Choice in Deep Learning for Climate Applications
by: Dräger, Simon, et al.
Published: (2024) -
User Identification via Free Roaming Eye Tracking Data
by: Haria, Rishabh Vallabh Varsha, et al.
Published: (2024) -
Explainability Methods for Hardware Trojan Detection: A Systematic Comparison
by: Whitten, Paul, et al.
Published: (2026) -
Measuring the Validity of Clustering Validation Datasets
by: Jeon, Hyeon, et al.
Published: (2025)