On the public citation graph

A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence

0 signed · 97 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4612-4792-0_13openalex-snapshot
Theorist: A Logical Reasoning System for Defaults and Diagnosis
inferredcites →https://doi.org/10.1007/978-3-030-01216-8_17openalex-snapshot
Grounding Visual Explanations
inferredcites →https://doi.org/10.1007/978-3-319-07341-5openalex-snapshot
Information Visualization: An Introduction
inferredcites →https://doi.org/10.1007/978-94-011-1735-7openalex-snapshot
The Context of Explanation
inferredcites →https://doi.org/10.1007/bf03037089openalex-snapshot
Inductive logic programming
inferredcites →https://doi.org/10.1016/j.artint.2018.07.007openalex-snapshot
Explanation in artificial intelligence: Insights from the social sciences
inferredcites →https://doi.org/10.1016/j.cognition.2016.10.024openalex-snapshot
Normality: Part descriptive, part prescriptive
inferredcites →https://doi.org/10.1016/j.inffus.2019.12.012openalex-snapshot
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
inferredcites →https://doi.org/10.1016/s0020-7373(86)80004-9openalex-snapshot
A comparative analysis of methods for expert systems
inferredcites →https://doi.org/10.1017/s0140525x00057046openalex-snapshot
Explanatory Coherence
inferredcites →https://doi.org/10.1038/s42256-019-0048-xopenalex-snapshot
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
inferredcites →https://doi.org/10.1086/286983openalex-snapshot
Studies in the Logic of Explanation
inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot
ImageNet: A large-scale hierarchical image database
inferredcites →https://doi.org/10.1109/cvpr.2019.01152openalex-snapshot
Importance Estimation for Neural Network Pruning
inferredcites →https://doi.org/10.1109/dsaa.2018.00018openalex-snapshot
Explaining Explanations: An Overview of Interpretability of Machine Learning
inferredcites →https://doi.org/10.1109/hsi.2018.8430788openalex-snapshot
Toward Explainable Deep Neural Network Based Anomaly Detection
inferredcites →https://doi.org/10.1109/iccv.2015.169openalex-snapshot
Fast R-CNN
inferredcites →https://doi.org/10.1109/iccv.2017.74openalex-snapshot
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
inferredcites →https://doi.org/10.1109/iv.2013.95openalex-snapshot
The Role of Direct Manipulation of Visualizations in the Development and Use of Multi-level Knowledge Models
inferredcites →https://doi.org/10.1109/tnsm.2021.3098157openalex-snapshot
XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures
inferredcites →https://doi.org/10.1109/tvcg.2011.279openalex-snapshot
Empirical Studies in Information Visualization: Seven Scenarios
inferredcites →https://doi.org/10.1111/j.1471-6712.1997.tb00455.xopenalex-snapshot
Abduction—A Way to Deeper Understanding of the World of Caring
inferredcites →https://doi.org/10.1145/2939672.2939778openalex-snapshot
"Why Should I Trust You?"
inferredcites →https://doi.org/10.1145/3359992.3366639openalex-snapshot
EXPLAIN-IT
inferredcites →https://doi.org/10.1145/3387514.3405859openalex-snapshot
Interpreting Deep Learning-Based Networking Systems
inferredcites →https://doi.org/10.1145/360018.360022openalex-snapshot
Computer science as empirical inquiry
inferredcites →https://doi.org/10.1201/b18519openalex-snapshot
Introduction to Mathematical Logic
inferredcites →https://doi.org/10.1613/jair.5714openalex-snapshot
Learning Explanatory Rules from Noisy Data
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.263openalex-snapshot
DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector
inferredcites →https://doi.org/10.18653/v1/d16-1011openalex-snapshot
Rationalizing Neural Predictions
inferredcites →https://doi.org/10.18653/v1/d16-1230openalex-snapshot
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation
inferredcites →https://doi.org/10.18653/v1/n16-1174openalex-snapshot
Hierarchical Attention Networks for Document Classification
inferredcites →https://doi.org/10.18653/v1/p19-1282openalex-snapshot
Is Attention Interpretable?
inferredcites →https://doi.org/10.18653/v1/p19-1284openalex-snapshot
Interpretable Neural Predictions with Differentiable Binary Variables
inferredcites →https://doi.org/10.2307/2017635openalex-snapshot
The Function of General Laws in History
inferredcites →https://doi.org/10.29242/rli.299.3openalex-snapshot
Explainable Artificial Intelligence
inferredcites →https://doi.org/10.3115/1073083.1073135openalex-snapshot
BLEU
inferredcites →https://doi.org/10.3233/aac-160001openalex-snapshot
Combining explanation and argumentation in dialogue
inferredcites →https://doi.org/10.4324/9781315823126-8openalex-snapshot
The Architecture of Theories
inferredcites →https://doi.org/10.48550/arxiv.1705.07874openalex-snapshot
A Unified Approach to Interpreting Model Predictions

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/9781394249312.ch19openalex-snapshot
Future Research Directions
inferred← citeshttps://doi.org/10.1002/9781394302444.ch5openalex-snapshot
Spinal Metastasis—Imaging Using XAI and RAI Techniques
inferred← citeshttps://doi.org/10.1002/widm.70015openalex-snapshot
The Role of Causality in Explainable Artificial Intelligence
inferred← citeshttps://doi.org/10.1007/978-3-031-05061-9_31openalex-snapshot
A Methodological Framework for Facilitating Explainable AI Design
inferred← citeshttps://doi.org/10.1007/978-3-031-40837-3_11openalex-snapshot
Enhancing Trust in Machine Learning Systems by Formal Methods
inferred← citeshttps://doi.org/10.1007/978-3-031-47994-6_1openalex-snapshot
On Explanations for Hybrid Artificial Intelligence
inferred← citeshttps://doi.org/10.1007/978-3-031-76827-9_10openalex-snapshot
Enhancing Explainability in Medical AI: Developing Human-Centered Participatory Design Cards
inferred← citeshttps://doi.org/10.1007/978-981-95-5891-9_22openalex-snapshot
Transfer Learning in Thyroid Malignancy Prediction Explained with Grad-CAM
inferred← citeshttps://doi.org/10.1007/s41060-024-00527-8openalex-snapshot
Alternative feature selection with user control
inferred← citeshttps://doi.org/10.1016/b978-0-323-95315-3.00004-8openalex-snapshot
XAI in Society 5.0 through the lens of marketing and HRM
inferred← citeshttps://doi.org/10.1016/b978-0-443-33441-2.00003-3openalex-snapshot
An intelligent framework to secure fog computer and IoT service applications using artificial intelligence/machine learning
inferred← citeshttps://doi.org/10.1016/j.asej.2024.102740openalex-snapshot
Advancing solar energy integration: Unveiling XAI insights for enhanced power system management and sustainable future
inferred← citeshttps://doi.org/10.1016/j.engappai.2023.106087openalex-snapshot
A systematic survey on explainable AI applied to fake news detection
inferred← citeshttps://doi.org/10.1038/s41598-022-06726-2openalex-snapshot
Artificial intelligence enabled automated diagnosis and grading of ulcerative colitis endoscopy images
inferred← citeshttps://doi.org/10.1038/s41746-025-01729-5openalex-snapshot
Comparative analysis of natural language processing methodologies for classifying computed tomography enterography reports in Crohn’s disease patients
inferred← citeshttps://doi.org/10.1080/08839514.2024.2318670openalex-snapshot
The SAGE Framework for Explaining Context in Explainable Artificial Intelligence
inferred← citeshttps://doi.org/10.1109/iccraids67816.2026.11519631openalex-snapshot
Design of a Compliance-Driven Explainable AI Architecture for AML/CFT Decision Support in Financial Institutions
inferred← citeshttps://doi.org/10.1109/icmla52953.2021.00237openalex-snapshot
Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text
inferred← citeshttps://doi.org/10.1109/icstsn67075.2025.11397938openalex-snapshot
Transparent AI in Physical Education: XAI, Holographic Displays, and Gamified Learning
inferred← citeshttps://doi.org/10.1109/icuis67429.2025.11380766openalex-snapshot
Explainable Artificial Intelligence Frameworks for User-Centered Product Design
inferred← citeshttps://doi.org/10.1109/mts.2023.3340238openalex-snapshot
Human Centricity in the Relationship Between Explainability and Trust in AI
inferred← citeshttps://doi.org/10.1109/ojcoms.2022.3215676openalex-snapshot
Explainable AI Over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions
inferred← citeshttps://doi.org/10.1109/tai.2022.3227225openalex-snapshot
User-Centric Explainability in Healthcare: A Knowledge-Level Perspective of Informed Machine Learning
inferred← citeshttps://doi.org/10.1109/tai.2024.3515937openalex-snapshot
Approaching Principles of XAI: A Systematization
inferred← citeshttps://doi.org/10.1109/usbereit65494.2025.11054163openalex-snapshot
Shapley Additive Explanations for Machine Learning-based Decision Support Systems for Power Transformers’ Diagnostics
inferred← citeshttps://doi.org/10.1142/s0219649225501163openalex-snapshot
Detailed Review of Explainability Needs in Generative Artificial Intelligence: Diverse Applications, Current Insights and Future Opportunities
inferred← citeshttps://doi.org/10.1145/3593013.3593993openalex-snapshot
Diagnosing AI Explanation Methods with Folk Concepts of Behavior
inferred← citeshttps://doi.org/10.1145/3613905.3651047openalex-snapshot
What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks
inferred← citeshttps://doi.org/10.1145/3677045.3685416openalex-snapshot
Slide to Explore 'What If': An Analysis of Explainable Interfaces
inferred← citeshttps://doi.org/10.1145/3725358openalex-snapshot
Subgroup Discovery with Small and Alternative Feature Sets
inferred← citeshttps://doi.org/10.1145/3725899.3725904openalex-snapshot
An Integrated Software Process Framework to Improve Effectiveness and Explainability in Machine Learning Software Application Development in the Finance Sector
inferred← citeshttps://doi.org/10.1145/3729213openalex-snapshot
Towards the Deployment of Realistic Autonomous Cyber Network Defence: A Systematic Review
inferred← citeshttps://doi.org/10.1145/3769678openalex-snapshot
Designing, Implementing, and Evaluating AI Explanations: A Scoping Review of Explainable AI Frameworks
inferred← citeshttps://doi.org/10.14569/ijacsa.2023.01405121openalex-snapshot
Opportunities in Real Time Fraud Detection: An Explainable Artificial Intelligence (XAI) Research Agenda
inferred← citeshttps://doi.org/10.18653/v1/2020.coling-main.286openalex-snapshot
RANCC: Rationalizing Neural Networks via Concept Clustering
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4333417/v1openalex-snapshot
Empower LlaMa 2 for Advanced Logical Reasoning in Natural Language Understanding
inferred← citeshttps://doi.org/10.2196/33717openalex-snapshot
Developing, Implementing, and Evaluating an Artificial Intelligence–Guided Mental Health Resource Navigation Chatbot for Health Care Workers and Their Families During and Following the COVID-19 Pandemic: Protocol for a Cross-sectional Study
inferred← citeshttps://doi.org/10.24963/ijcai.2022/792openalex-snapshot
Towards Verifiable Federated Learning
inferred← citeshttps://doi.org/10.26599/ijcs.2022.9100034openalex-snapshot
EID: Facilitating Explainable AI Design Discussions in Team-Based Settings
inferred← citeshttps://doi.org/10.3233/faia230266openalex-snapshot
From Intermediate Representations to Explanations: Exploring Hierarchical Structures in NLP
inferred← citeshttps://doi.org/10.32604/cmc.2022.029473openalex-snapshot
Explainable Software Fault Localization Model: From Blackbox to Whitebox
inferred← citeshttps://doi.org/10.32604/cmc.2024.046880openalex-snapshot
Adaptation of Federated Explainable Artificial Intelligence for Efficient and Secure E-Healthcare Systems
inferred← citeshttps://doi.org/10.32657/10356/169362openalex-snapshot
Methodology and tools for designing ethical artificial intelligence systems
inferred← citeshttps://doi.org/10.3390/a17060227openalex-snapshot
Explainable AI Frameworks: Navigating the Present Challenges and Unveiling Innovative Applications
inferred← citeshttps://doi.org/10.3390/asi6010026openalex-snapshot
Evaluation Metrics Research for Explainable Artificial Intelligence Global Methods Using Synthetic Data
inferred← citeshttps://doi.org/10.3390/diagnostics12020237openalex-snapshot
Applications of Explainable Artificial Intelligence in Diagnosis and Surgery
inferred← citeshttps://doi.org/10.3390/en17133295openalex-snapshot
BIM Integration with XAI Using LIME and MOO for Automated Green Building Energy Performance Analysis
inferred← citeshttps://doi.org/10.3390/make6010016openalex-snapshot
SHapley Additive exPlanations (SHAP) for Efficient Feature Selection in Rolling Bearing Fault Diagnosis
inferred← citeshttps://doi.org/10.3390/smartcities7010007openalex-snapshot
Using Explainable Artificial Intelligence (XAI) to Predict the Influence of Weather on the Thermal Soaring Capabilities of Sailplanes for Smart City Applications
inferred← citeshttps://doi.org/10.4018/978-1-6684-6361-1.ch003openalex-snapshot
Explainable Artificial Intelligence as a Cybersecurity Aid
inferred← citeshttps://doi.org/10.4018/979-8-3373-3146-1.ch003openalex-snapshot
Transfer Learning for IoT Applications
inferred← citeshttps://doi.org/10.48550/arxiv.2307.11607openalex-snapshot
Finding Optimal Diverse Feature Sets with Alternative Feature Selection
inferred← citeshttps://doi.org/10.52254/1857-0070.2024.4-64.01openalex-snapshot
Assessment of Power Transformer Technical State Using Explainable Artificial Intelligence
inferred← citeshttps://doi.org/10.59048/2181-1105.1804openalex-snapshot
REVIEW AND ANALASYS OF EXPLAINABLE ARTIFICIAL INTELLIGENCE APPLICATIONS IN DISTRIBUTED SYSTEMS AND MICROSERVICES
inferred← citeshttps://doi.org/10.59982/18294359-24.2-bg-18openalex-snapshot
BALANCING TRANSPARENCY AND PERFORMANCE: A COMPARATIVE ANALYSIS OF EXPLAINABLE ARTIFICIAL INTELLIGENCE (XAI) TECHNIQUES ACROSS DOMAINS
inferred← citeshttps://doi.org/10.62227/as/74216openalex-snapshot
Analysing the Impact of Artificial Intelligence on the Development of Contemporary Philology: The Use of Automated Tools in Linguistic Research
inferred← citeshttps://doi.org/10.62486/latia2025295openalex-snapshot
The Impact of Artificial Intelligence on the Development of Methods of Critical Text Analysis in Modern Philology
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.