Characterizing the contribution of dependent features in XAI methods
Fuente:
arXiv
Saved in:
| Main Authors: | Salih, Ahmed, Galazzo, Ilaria Boscolo, Raisi-Estabragh, Zahra, Petersen, Steffen E., Menegaz, Gloria, Radeva, Petia |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
by: Salih, Ahmed, et al.
Published: (2023)
by: Salih, Ahmed, et al.
Published: (2023)
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
by: Ahmed M. Salih, et al.
Published: (2024)
by: Ahmed M. Salih, et al.
Published: (2024)
Guidelines For The Choice Of The Baseline in XAI Attribution Methods
by: Morasso, Cristian, et al.
Published: (2025)
by: Morasso, Cristian, et al.
Published: (2025)
XAI for Early Crop Classification
by: Chan, Ayshah, et al.
Published: (2023)
by: Chan, Ayshah, et al.
Published: (2023)
meval: A Statistical Toolbox for Fine-Grained Model Performance Analysis
by: Sutariya, Dishantkumar, et al.
Published: (2025)
by: Sutariya, Dishantkumar, et al.
Published: (2025)
Ozone level forecasting in Mexico City with temporal features and interactions
by: Cerritos, J. M. Sánchez, et al.
Published: (2024)
by: Cerritos, J. M. Sánchez, et al.
Published: (2024)
Externally Validated Longitudinal GRU Model for Visit-Level 180-Day Mortality Risk in Metastatic Castration-Resistant Prostate Cancer
by: Mencia-Ledo, Javier, et al.
Published: (2026)
by: Mencia-Ledo, Javier, et al.
Published: (2026)
A review of feature selection strategies utilizing graph data structures and knowledge graphs
by: Shao, Sisi, et al.
Published: (2024)
by: Shao, Sisi, et al.
Published: (2024)
Biarchetype analysis: simultaneous learning of observations and features based on extremes
by: Alcacer, Aleix, et al.
Published: (2023)
by: Alcacer, Aleix, et al.
Published: (2023)
Nonparametric IPSS: Fast, flexible feature selection with false discovery control
by: Melikechi, Omar, et al.
Published: (2024)
by: Melikechi, Omar, et al.
Published: (2024)
A Comprehensive Approach to Carbon Dioxide Emission Analysis in High Human Development Index Countries using Statistical and Machine Learning Techniques
by: Khosravi, Hamed, et al.
Published: (2024)
by: Khosravi, Hamed, et al.
Published: (2024)
Fuzzy clustering of circular time series based on a new dependence measure with applications to wind data
by: López-Oriona, Ángel, et al.
Published: (2024)
by: López-Oriona, Ángel, et al.
Published: (2024)
Structured Learning in Time-dependent Cox Models
by: Wang, Guanbo, et al.
Published: (2023)
by: Wang, Guanbo, et al.
Published: (2023)
Improving statistical learning methods via features selection without replacement sampling and random projection
by: khan, Sulaiman, et al.
Published: (2025)
by: khan, Sulaiman, et al.
Published: (2025)
mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection
by: Schär, S., et al.
Published: (2025)
by: Schär, S., et al.
Published: (2025)
Modelling non-stationary extremal dependence through a geometric approach
by: Murphy-Barltrop, C. J. R., et al.
Published: (2025)
by: Murphy-Barltrop, C. J. R., et al.
Published: (2025)
Evaluating tree-based imputation methods as an alternative to MICE PMM for drawing inference in empirical studies
by: Schwerter, Jakob, et al.
Published: (2024)
by: Schwerter, Jakob, et al.
Published: (2024)
Adapting tree-based multiple imputation methods for multi-level data? A simulation study
by: Föge, Nico, et al.
Published: (2024)
by: Föge, Nico, et al.
Published: (2024)
DeepMIDE: A Multi-Output Spatio-Temporal Method for Ultra-Scale Offshore Wind Energy Forecasting
by: Ye, Feng, et al.
Published: (2024)
by: Ye, Feng, et al.
Published: (2024)
An empirical comparison of some outlier detection methods with longitudinal data
by: D'Orazio, Marcello
Published: (2025)
by: D'Orazio, Marcello
Published: (2025)
Features of the Earth's seasonal hydroclimate: Characterizations and comparisons across the Koppen-Geiger climates and across continents
by: Papacharalampous, Georgia, et al.
Published: (2022)
by: Papacharalampous, Georgia, et al.
Published: (2022)
Subgroup analysis methods for time-to-event outcomes in heterogeneous randomized controlled trials
by: Perrin, Valentine, et al.
Published: (2024)
by: Perrin, Valentine, et al.
Published: (2024)
Stability of clinical prediction models developed using statistical or machine learning methods
by: Riley, Richard D, et al.
Published: (2022)
by: Riley, Richard D, et al.
Published: (2022)
Bayesian Estimation of Extreme Quantiles and the Exceedance Distribution for Paretian Tails
by: Johnston, Douglas E.
Published: (2025)
by: Johnston, Douglas E.
Published: (2025)
A weighted-likelihood framework for class imbalance in Bayesian prediction models
by: Lazic, Stanley E.
Published: (2025)
by: Lazic, Stanley E.
Published: (2025)
PliableBVS: A flexible Bayesian variable selection method for modeling interactions with mandatory modifying variables
by: Asenso, Theophilus Quachie, et al.
Published: (2026)
by: Asenso, Theophilus Quachie, et al.
Published: (2026)
Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints
by: Raihan, Ahmed Shoyeb, et al.
Published: (2025)
by: Raihan, Ahmed Shoyeb, et al.
Published: (2025)
Evaluation of adaptive sampling methods in scenario generation for virtual safety impact assessment of pre-crash safety systems
by: Yang, Xiaomi, et al.
Published: (2025)
by: Yang, Xiaomi, et al.
Published: (2025)
Enhancing Phenotype Discovery in Electronic Health Records through Prior Knowledge-Guided Unsupervised Learning
by: Mayer, Melanie, et al.
Published: (2025)
by: Mayer, Melanie, et al.
Published: (2025)
Bayesian Inference on Brain-Computer Interfaces via GLASS
by: Zhao, Bangyao, et al.
Published: (2023)
by: Zhao, Bangyao, et al.
Published: (2023)
Adaptive Semi-Supervised Training of P300 ERP-BCI Speller System with Minimum Calibration Effort
by: Chen, Shumeng, et al.
Published: (2026)
by: Chen, Shumeng, et al.
Published: (2026)
Data reuse enables cost-efficient randomized trials of medical AI models
by: Nercessian, Michael, et al.
Published: (2025)
by: Nercessian, Michael, et al.
Published: (2025)
Conformal time series decomposition with component-wise exchangeability
by: Prinzhorn, Derck W. E., et al.
Published: (2024)
by: Prinzhorn, Derck W. E., et al.
Published: (2024)
Integrating Explainable Machine Learning and Mixed-Integer Optimization for Personalized Sleep Quality Intervention
by: Anik, Mahfuz Ahmed, et al.
Published: (2026)
by: Anik, Mahfuz Ahmed, et al.
Published: (2026)
Ground-Level Near Real-Time Modeling for PM2.5 Pollution Prediction
by: Fox, Zachary R., et al.
Published: (2026)
by: Fox, Zachary R., et al.
Published: (2026)
Meal-taking activity monitoring in the elderly based on sensor data: Comparison of unsupervised classification methods
by: Derouiche, Abderrahim, et al.
Published: (2024)
by: Derouiche, Abderrahim, et al.
Published: (2024)
Ensemble Machine Learning and Statistical Procedures for Dynamic Predictions of Time-to-Event Outcomes
by: van Gerwen, Nina, et al.
Published: (2026)
by: van Gerwen, Nina, et al.
Published: (2026)
Comparative analysis of unsupervised clustering techniques using validation metrics: Study on cognitive features from the Canadian Longitudinal Study on Aging (CLSA)
by: Sheng, ChenNingZhi
Published: (2025)
by: Sheng, ChenNingZhi
Published: (2025)
Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors
by: Abdelrahman, Ahmed S., et al.
Published: (2025)
by: Abdelrahman, Ahmed S., et al.
Published: (2025)
Binary Gaussian Copula Synthesis: A Novel Data Augmentation Technique to Advance ML-based Clinical Decision Support Systems for Early Prediction of Dialysis Among CKD Patients
by: Khosravi, Hamed, et al.
Published: (2024)
by: Khosravi, Hamed, et al.
Published: (2024)
Similar Items
-
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
by: Salih, Ahmed, et al.
Published: (2023) -
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
by: Ahmed M. Salih, et al.
Published: (2024) -
Guidelines For The Choice Of The Baseline in XAI Attribution Methods
by: Morasso, Cristian, et al.
Published: (2025) -
XAI for Early Crop Classification
by: Chan, Ayshah, et al.
Published: (2023) -
meval: A Statistical Toolbox for Fine-Grained Model Performance Analysis
by: Sutariya, Dishantkumar, et al.
Published: (2025)