explainable-artificial-intelligence

Documents about explainable-artificial-intelligence

• PHAX: A Structured Argumentation Framework for User-Centered Explainable AI in Public Health and Biomedical Sciences#919778arXiv (OAI Expanded)
• PHAX: A Structured Argumentation Framework for User-Centered Explainable AI in Public Health and Biomedical Sciences#924007arXiv (All)
• An explainable and latent space-based deep learning model for improved short-term load forecasting#374344HAL (France)
• Correlations Matter in Explanations for Energy Systems#26417DataCite
• Interpretability-guided Probing for Diagnosing and Mitigating Failure Modes in CLIP - Supplementary Materials#127020DataCite
• Interpretability-guided Probing for Diagnosing and Mitigating Failure Modes in CLIP - Supplementary Materials#127021DataCite
• Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook#172190arXiv Biology
• Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook#173206arXiv (OAI)
• Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook#173456arXiv (OAI Expanded)
• Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook#174034arXiv
• Explainable Representation of Finite-Memory Policies for POMDPs using Decision Trees#179093arXiv (OAI)
• Individualized Prediction of Radiation Pneumonitis Using RP-GAN: Leveraging Global Lung Features and Explainable Artificial Intelligence.#182421NCBI PubMed Central
• Applying explainable artificial intelligence to interpret supervised ensemble learning models for robust credit card fraud detection.#193410NCBI PubMed Central
• An explainable artificial intelligence framework for ischemic heart disease prediction using enhanced squirrel search feature selection.#209698NCBI PubMed Central
• Nonlinear Interaction Patterns in Health Literacy Identified through Explainable Artificial Intelligence: A Focus on Age and Education.#218940NCBI PubMed Central
• Safe-by-redesign guidance for toxic industrial chemicals using explainable artificial intelligence: Introducing the DETOX-QSAR model.#275599NCBI PubMed Central
• Secure healthcare data management using federated learning, blockchain, and explainable artificial intelligence: a systematic review.#288750NCBI PubMed Central
• From Black-Box to Clinical Insight: A Multi-Stage Explainable Framework for Speech-Based Cognitive Impairment Detection#319723arXiv CS
• Explainable Artificial Intelligence in Non-Contrast Brain Computed Tomography Scan for Intracerebral Hemorrhage: A Scoping Review.#469227NCBI PubMed Central
• Defake-o3: From Speculative Rationales to Verifiable Evidence for Explainable AIGI Detection#618985arXiv (OAI Expanded)
• Defake-o3: From Speculative Rationales to Verifiable Evidence for Explainable AIGI Detection#620664arXiv (All)
• Explainable Deepfake Detection with Feature-robust Augmentation and Evidence-grounded Explanation Optimization#661055arXiv (OAI Expanded)
• Explainable Deepfake Detection with Feature-robust Augmentation and Evidence-grounded Explanation Optimization#662105arXiv (All)
• Autonomous discovery of new structure-plausibility laws for explainable and rapid crystal diagnosis and screening#821170arXiv (All)
• Self-Verifying Anomaly Detection using Explainable AI for Cybersecurity of DER Networks#1000263arXiv (All)
• Can surgeons trust AI? Perspectives on machine learning in surgery and the importance of eXplainable Artificial Intelligence (XAI)#265693OpenAlex
• Measuring the Impact of Explainable AI (XAI) Method on Decision-Makers' Trust and Response Decision Speed in Wildfire Spread Prediction Models#11767DataCite
• Measuring the Impact of Explainable AI (XAI) Method on Decision-Makers' Trust and Response Decision Speed in Wildfire Spread Prediction Models#11768DataCite
• Explainable Artificial Intelligence (XAI) from a user perspective: A synthesis of prior literature and problematizing avenues for future research#421623OpenAlex
• Explainable and Trustworthy Artificial Intelligence in Cardiology: A Narrative Review of Clinical Applications, Operational Integration, and Future Directions.#368138NCBI PubMed Central
• Explainable Robotics in Human-Robot Interactions#419021OpenAlex
• Explainable Heterogeneous Anomaly Detection in Financial Networks via Adaptive Expert Routing#611379arXiv (OAI Expanded)
• Explainable Heterogeneous Anomaly Detection in Financial Networks via Adaptive Expert Routing#612856arXiv (All)
• Explainable artificial intelligence in anesthesiology prediction models: bridging the gap from black-box algorithms to clinical decision support.#653240NCBI PubMed Central
• Bankruptcy Prediction via Hybrid Resampling and Stacking Ensemble Techniques with Explainable Artificial Intelligence (XAI)-Driven Analysis#656788arXiv (OAI Expanded)
• Bankruptcy Prediction via Hybrid Resampling and Stacking Ensemble Techniques with Explainable Artificial Intelligence (XAI)-Driven Analysis#658924arXiv (All)
• Retrosynthesis of Synthetic Media for Explainable AI Provenance Forensics#919936arXiv (OAI Expanded)
• Retrosynthesis of Synthetic Media for Explainable AI Provenance Forensics#924167arXiv (All)
• Look around when in doubt: Adaptive contextual reasoning for conformal and explainable road object detection with CAESAR++#392031HAL (France)
• A. vs. I in AI: Is There a Threshold to "Engineered" Intelligence?#224928ODU Digital Commons
• MCES-CNN: A Hybrid Meta-classification Framework with Explainable AI for Enhanced IoT Intrusion Detection#379336Springer Nature OA
• What do we want from Explainable Artificial Intelligence (XAI)? – A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research#686342OpenAlex
• From headlines to stock trends: Natural language processing and explainable artificial intelligence approach to predicting Türkiye's financial pulse#166538EconStor
• Uncloaking the black-box: the need for explainable artificial intelligence in clinical microbiology and infectious diseases applications.#25655NCBI PubMed Central
• SpaPhish: A Spanish Dataset for Phishing and Psychological Pattern Detection#27630DataCite
• A Unified Framework for Evaluating and Enhancing the Transparency of Explainable AI Methods via Perturbation-Gradient Consensus Attribution#128326arXiv (OAI)
• A systematic review on the integration of explainable artificial intelligence in intrusion detection systems to enhancing transparency and interpretability in cybersecurity#671718OpenAlex
• Explainable artificial intelligence in ICU admission prediction for methanol poisoning patients: a comparative study of deep and machine learning models.#433921NCBI PubMed Central
• Class Activation Mapping in Explainable Computer Vision: A Method-Centered Review of CNN, Transformer, and Foundation-Model-Era Visual Explanations#447968arXiv CS
• Federated learning explainable deep learning framework for enhanced internet of medical things security#626800Springer Nature OA