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2025
2025 Eighth International Women in Data Science Conference at Prince Sultan University (WiDS PSU)
2025
Prediction model for chemical explosion consequences via multimodal feature fusion
Journal of Cheminformatics
2025
Machine Learning Assisted Prediction of Donor Numbers: Guiding Rational Fabrication of Polymer Electrolytes for Lithium‐Ion Batteries
Angewandte Chemie
2025
Autogenous shrinkage of cement-based materials with molecular structure tailorable SRPCAs
Construction and Building Materials
2025
XorSHAP: Privacy-Preserving Explainable AI for Decision Tree Models
IACR Communications in Cryptology
2025
Determinants of plasma poly- and perfluoroalkyl substances during pregnancy: The Japan Environment and Children’s Study
Ecotoxicology and Environmental Safety
2025
Identifying spatiotemporal dynamics and driving factors of landscape pattern in Giant Panda National Park (GPNP) using an interpretable machine learning technology
Ecological Indicators
2025
Predicting strain effects on adsorption energy based on atomistic structure and density of states
International Journal of Mechanical Sciences
2025
An AutoGluon-enabled robust machine learning model for concrete tensile and compressive strength forecast
International Journal of Construction Management
2025
AutoGluon, SHAP, and GUI: A Groundbreaking Framework for Concrete Mechanical Strength Modeling, Explainability, and Accessibility
Applied Computational Intelligence and Soft Computing
2025
Th17-associated cytokine gene hypomethylation reflects epigenetic dysregulation in graves’ disease
Frontiers in Immunology
2025
Controlling nosocomial transmission of respiratory infections in neurological wards: insights from COVID-19 pandemic data
International Journal For Quality In Health Care
2025
Developing an Explainable Prognostic Model for Acute Ischemic Stroke: Combining Clinical and Inflammatory Biomarkers With Machine Learning
Brain and Behavior
2025
Sector-specific financial forecasting with machine learning algorithm and SHAP interaction values
Financial Internet Quarterly
2025
Predicting outdoor thermal comfort in traditional villages: An explainable machine learning framework integrating model optimization, seasonal variability, and tourist-resident insights
Building and Environment
2025
Asthma exacerbation prediction using shallow and deep learning approaches: A systematic review
Network Modeling Analysis in Health Informatics and Bioinformatics
2025
Lecture Notes in Computer Science
2025
Explainable machine learning for statistical prediction of polymer fiber properties using process parameters
Hacettepe Journal of Mathematics and Statistics
2025
Thermodynamic simulation-assisted random forest: Towards explainable fault diagnosis of combustion chamber components of marine diesel engines
Measurement
2025
Machine Learning Assisted Prediction of Donor Numbers: Guiding Rational Fabrication of Polymer Electrolytes for Lithium‐Ion Batteries
Angewandte Chemie International Edition
2024
Diagnosing ozone–NOx–VOC–aerosol sensitivity and uncovering causes of urban–nonurban discrepancies in Shandong, China, using transformer-based estimations
Atmospheric Chemistry and Physics
2024
Improving credit risk assessment in P2P lending with explainable machine learning survival analysis
Digital Finance
2024
Parallel approaches for a decision tree-based explainability algorithm
Future Generation Computer Systems
2024
Explainable AI for 6G Use Cases: Technical Aspects and Research Challenges
IEEE Open Journal of the Communications Society
2024
An interpretable machine learning model for precise prediction of biomarkers for intermittent fasting pattern
Nutrition & Metabolism
2024
2024 26th International Conference on Advanced Communications Technology (ICACT)
2024
drexml: A command line tool and Python package for drug repurposing
Computational and Structural Biotechnology Journal
2024
Explainable AI for CHO cell culture media optimization and prediction of critical quality attribute
Applied Microbiology and Biotechnology
2024
Phenomenology of photons-enriched semi-visible jets
The European Physical Journal C
2024
Neural network-based prediction of auto-ignition temperature of ternary mixed liquids
Heliyon
2024
Assessing the Utility of a Machine-Learning Model to Assist With the Assignment of the American Society of Anesthesiology Physical Status Classification in Pediatric Patients
Anesthesia & Analgesia
2024
Controls of groundwater-dependent vegetation coverage in the yellow river basin, china: Insights from interpretable machine learning
Journal of Hydrology
2024
ATTnet: An explainable gated recurrent unit neural network for high frequency electricity price forecasting
International Journal of Electrical Power & Energy Systems
2024
2024 IEEE International Conference on Mobility, Operations, Services and Technologies (MOST)
2024
Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design
2024
Explainable artificial intelligence-assisted virtual screening and bioinformatics approaches for effective bioactivity prediction of phenolic cyclooxygenase-2 (COX-2) inhibitors using PubChem molecular fingerprints
Molecular Diversity
2024
A robust LightGBM model for concrete tensile strength forecast to aid in resilience-based structure strategies
Heliyon
2024
Extreme fine-tuning and explainable AI model for non-destructive prediction of concrete compressive strength, the case of ConcreteXAI dataset
Advances in Engineering Software
2024
Developing a fully applicable machine learning (ML) based sex classification model using linear cranial dimensions
Scientific Reports
2024
Large language models streamline automated machine learning for clinical studies
Nature Communications
2023
Explainable AI for Cybersecurity
2023
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2023
Increasing transparency in machine learning through bootstrap simulation and shapely additive explanations
PLOS ONE
2023
Elucidating precipitation in FeCrAl alloys through explainable AI: A case study
Computational Materials Science
2023
EXPLAINING XGBOOST PREDICTIONS WITH SHAP VALUE: A COMPREHENSIVE GUIDE TO INTERPRETING DECISION TREE-BASED MODELS
New Trends in Computer Sciences
2023
Lecture Notes in Computer Science
2023
Asteroids co-orbital motion classification based on Machine Learning
Monthly Notices of the Royal Astronomical Society
2023
Estimating lane utilization for variable approach lanes using explainable machine learning
Transportmetrica B: Transport Dynamics
2023
A multi-scale map of protein assemblies in the DNA damage response
Cell Systems
2023
A double-decomposition based parallel exact algorithm for the feedback length minimization problem
PeerJ Computer Science
2023
XTS: A Hybrid Framework to Detect DNS-Over-HTTPS Tunnels Based on XGBoost and Cooperative Game Theory
Mathematics
2023
Identifying key multi-modal predictors of incipient dementia in Parkinson’s disease: a machine learning analysis and Tree SHAP interpretation
Frontiers in Aging Neuroscience
2023
A machine learning-based phenotype for long COVID in children: An EHR-based study from the RECOVER program
PLOS ONE
2023
Understanding oxidation of Fe-Cr-Al alloys through explainable artificial intelligence
MRS Communications
2022
CHI Conference on Human Factors in Computing Systems
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