shap

Documents about shap

• DeepDiff-SHAP: Interpretable deep learning for subgroup-specific causal hypothesis generation using conditional SHAP.#174632NCBI PubMed Central
• Interpretable Machine Learning for Predicting Splitting Strength of Asphalt Concrete: Insights from SHAP Analysis#173977Digital Commons @ Michigan Tech
• Explaining Youth Driver Licensing Determinants Using XGBoost and SHAP#416519Scholar Commons
• Interval-valued SHAP in Tree-Based Models#1249233arXiv (All)
• Analisis Komparatif Determinan Prestasi Matematika dan Bahasa Indonesia Menggunakan Random Forest dan SHAP#325346Daftar Jurnal yang terbit di Universitas Dirgantara Marsekal Suryadarma
• Explanation Multiplicity in SHAP: Characterization and Assessment#1247326arXiv (All)
• Análise comparativa de métodos de seleção de variáveis em problemas de classificação#381159RI UFSCar
• Explainable time-series forecasting with sampling-free SHAP for Transformers.#239671NCBI PubMed Central
• Explainable ensemble learning using SHAP for ERP anomaly detection.#631149NCBI PubMed Central
• Why Is SHAP Not a Reliable Standalone Explanation Framework for Malware Detection?#660756arXiv CS
• CQD-SHAP: Explainable Complex Query Answering via Shapley Values#998036arXiv (All)
• Statistical Inference and Learning for Shapley Additive Explanations (SHAP)#1389194arXiv (All)
• Data Sheet 1_Key biomechanical features of jump-landing under cognitive dual-task conditions: an XGBoost-SHAP-based explainable machine learning analysis.csv#669778Figshare
• C-SHAP for time series: An approach to high-level temporal explanations#160871arXiv (OAI)
• PSO-Optimized Ensemble Learning with SHAP for Seasonal Groundwater Quality Prediction.#823575NCBI PubMed Central
• CyberShield analytics: SHAP-guided stacking ensembles for organizational risk resilience.#1441501NCBI PubMed Central
• Manual federated simulation for multiple sclerosis integrating XGBoost algorithm with SHAP explanation.#421000NCBI PubMed Central
• SIGMA: SHAP-Guided Implicit-Trajectory Generation for Metadata-Free LLM-Based AutoFE#463221arXiv CS
• Explainable Machine Learning for Broadband Adoption Disparities: Tract-Level Prediction and SHAP-Based Factor Profiling#789328arXiv (OAI Expanded)
• Explainable Machine Learning for Broadband Adoption Disparities: Tract-Level Prediction and SHAP-Based Factor Profiling#793332arXiv (All)
• Why Is SHAP Not a Reliable Standalone Explanation Framework for Malware Detection?#927897arXiv (All)
• <b>Dose-Dependent Hypolipidemic and Hepatoprotective Effects of Buriti (Mauritia flexuosa) Oil and Pulp Supplementation in a Murine Model: A Machine Learning and SHAP Analysis Approach</b>#197982Figshare
• Datasets for the manuscript entitled <i>Spatial Distribution Patterns and Driving Mechanisms of Christian Sites Along the 21st-Century Maritime Silk Road: A Spatial Statistics and XGBoost-SHAP Framework Analysis.</i>#377639Figshare
• <p dir="ltr">Optimization of the Laser Cladding Process for Q355 Iron-Based Alloys Using SHAP-Based Explainable Machine Learning </p>#614851Figshare
• SHAP-Weighted Cross-Modal Expert Fusion for Emotion and Sentiment Recognition: Evidence and Limits#353099arXiv CS
• Explainability guided feature selection for speech emotion recognition using SHAP and permutation importance.#1107658NCBI PubMed Central
• Penerapan Algoritma Random Forest Berbasis Shap Feature Importance dan GridsearchCV Untuk Deteksi Phishing#1226315Publikasi Ilmiah STMIK Banjarbaru
• XAI FL-IDS: A Federated Learning and SHAP-Based Explainable Framework for Distributed Intrusion Detection Systems#204718arXiv CS
• Early Warning System for At-Risk Students using SHAP values &amp; OULAD dataset#372258OSF
• AI-Powered Resume Screening#432433ARPHA OAI-PMH Endpoint
• Explainable SHAP-space fall risk profiling from electronic health records for inpatient prevention planning.#785664NCBI PubMed Central
• Free Fatty Acids and Sarcopenia Risk in Type 2 Diabetes: Insights From SHAP Analysis.#988381NCBI PubMed Central
• Explainable AI in educational data mining: LightGBM and SHAP for enhancing learner performance prediction.#1441250NCBI PubMed Central
• Predicting and explaining poor prognosis in diabetic kidney disease using SHAP-based interpretable machine learning.#281190NCBI PubMed Central
• Attention integrated deep learning models for interpretable multi-class IoT intrusion detection using SHAP.#288979NCBI PubMed Central
• Explainable artificial intelligence models using SHAP enhanced CatBoost, Bi-GRU with attention, and Tab Transformer.#342488NCBI PubMed Central
• Spatiotemporal evolution and driving mechanisms of ecological quality in shanxi province based on XGBoost-SHAP.#610345NCBI PubMed Central
• An efficient method for network traffic anomaly detection based on SHAP and deep learning.#610543NCBI PubMed Central
• Uncertainty-Gated SHAP-Dirichlet Refinement for MRI-Based Depression Classification#1400458arXiv (All)
• Predicting Depressive Symptoms From Cross-Sectional and Longitudinal Data Using XGBoost-SHAP and Cross-Lagged Model.#1480234NCBI PubMed Central
• Correlations Matter in Explanations for Energy Systems#26417DataCite
• Federated XAI IDS: An Explainable and Safeguarding Privacy Approach to Detect Intrusion Combining Federated Learning and SHAP#341898Semantic Scholar
• Raw data and code#380001Figshare
• Predictive association between control measures and chikungunya fever incidence based on random forest and SHAP analysis.#653565NCBI PubMed Central
• Development and validation of a SHAP-interpretable GBM model for predicting postoperative recurrence of anal Fistula.#678348NCBI PubMed Central
• Conditional spatial classification of expert-confirmed interictal epileptiform discharge epochs: An EEG-ECG ablation and SHAP analysis.#1068935NCBI PubMed Central
• Stacking ensemble learning and SHAP analysis for predicting CO(2) solubility and guiding ionic liquid design.#1236366NCBI PubMed Central
• Hybrid SEIR Temporal Fusion Transformer Framework with SHAP Analysis for Interpretable Pandemic Forecasting#1446718arXiv (All)
• Machine learning for oral frailty factors in hospitalized schizophrenia patients: two-stage feature selection and SHAP analysis.#154556NCBI PubMed Central
• XGBoost-Cox modeling with SHAP analysis for survival prediction in ovarian cancer patients: a retrospective cohort study.#159789NCBI PubMed Central