https://jurvantis.ai/glossary/explainable-ai/
Explainable AI (XAI) Explained in Plain English
Explainable AI (XAI) means creating artificial intelligence systems that can clearly show how and why they make decisions. Learn in plain English what it is,...
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https://sol.sbc.org.br/index.php/sbqs/article/view/14213
Predicting Software Defects with Explainable Machine Learning | Anais do Simpósio Brasileiro de...
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https://researcher.itu.dk/p/en/projects/explainable-personalization-ai-for-health-and-well-being
Explainable Personalization AI for Health and Well-Being — IT University of Copenhagen
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https://www.neudata.co/alternative-data-news/gpif-expands-manager-selection-research-with-explainable-ai
GPIF expands manager selection research with explainable AI | Neudata Intelligence
Japan’s Government Pension Investment Fund is studying the integration of explainable artificial intelligence (XAI) into its portfolios, as part of its...
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https://www.thoughtworks.com/de-de/insights/decoder/e/explainable-ai
Explainable AI | Thoughtworks Germany
Making AI solutions transparent and understandable — from the decisions they make, to the results they generate.
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https://cris.fau.de/publications/317017045/
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma - FAU CRIS
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https://data.mendeley.com/datasets/3jtgk97dxp/1
Advanced Explainable AI Modeling for Structural Response Prediction of Reinforced Concrete Beams -...
This study presents a novel hybrid machine learning framework for predicting the structural behavior of reinforced concrete (RC) beams based on a comprehensive...
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https://www.carl-zeiss-stiftung.de/en/project-overview/detail/explainable-swarm-programming-through-imitation-learning
Explainable Swarm Programming through Imitation Learning | Carl-Zeiss-Stiftung
Dr. Jonas Kuckling researches the development of software for robot swarms, e.g. using imitation learning. He studied computer science at the University of...
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https://nrc-publications.canada.ca/eng/view/object/?id=abe11456-3345-4f98-85d0-486109e8a0cd
COVID-Net USPro: an explainable few-shot deep prototypical network for COVID-19 screening using...
COVID-Net USPro: an explainable few-shot deep prototypical network for COVID-19 screening using point-of-care ultrasound
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https://scipapermill.com/2025/08/17/explainable-ai-beyond-transparency-to-true-understanding-2/
Explainable AI: Beyond Transparency to True Understanding
Dec 28, 2025 - Latest 78 papers on explainable ai: Aug. 17, 2025
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https://e-hir.org/journal/view.php?number=1244&viewtype=pubreader
Developing an Explainable Artificial Intelligence System for the Mobile-Based Diagnosis of Febrile...
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https://www.ponoko.com/blog/tag/explainable-ai-for-autonomous-vehicles/
explainable AI for autonomous vehicles Archives - Ponoko
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https://arxiv.org/abs/2109.11343
[2109.11343] Towards Explainable Scientific Venue Recommendations
Abstract page for arXiv paper 2109.11343: Towards Explainable Scientific Venue Recommendations
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https://www.computationalpathologygroup.eu/publications/inna26/
Explainable Artificial Intelligence (XAI) in Computational Pathology: Definitions, Taxonomy, and...
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https://enrolltalent.com/en/products/transparent-candidate-score/
Explainable AI Candidate Matching Score | Enroll Talent
Understand why a candidate matches a role with a transparent AI score broken down by skills, experience, and essential criteria.
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https://aiml.inf.ed.ac.uk/event/xai-healthcare/
Explainable AI for the healthcare domain – The AI Modelling Lab
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https://ohmnilabs.com/content/blog-events/explainable-ai-a-peek-into-the-brains-behind-ai/page/6/?et_blog
EXPLAINABLE AI: A PEEK INTO THE BRAINS BEHIND AI - OhmniLabs
May 13, 2026 - OhmniLabs co-organized the Women in AI launch event, “Explainable AI: A peek into the brains behind AI,” in Washington DC.
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https://neo4j.com/use-cases/public-sector/
Accurate, explainable, and trustworthy AI for the public sector
Sep 28, 2026 - Enhance efficiencies, securely improve operations, and drive more accurate, explainable, and trustworthy AI outcomes by mining vast, complex datasets to...
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https://www.amazon.science/publications/but-are-you-sure-an-uncertainty-aware-perspective-on-explainable-ai
But are you sure? An uncertainty-aware perspective on explainable AI - Amazon Science
Although black-box models can accurately predict outcomes such as weather patterns, they often lack transparency, making it challenging to extract meaningful...
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https://curin.chitkara.edu.in/books/exploring-the-potential-of-explainable-artificial-intelligence-for-medical-diagnosis-a-review-of-current-approaches-and-future-directions/
Exploring the potential of explainable artificial intelligence for medical diagnosis: A review of...
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https://asset.engineering.upenn.edu/explainable-deep-learning-models/
Explainable Deep Learning Models – ASSET
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https://scienmag.com/explainable-ai-reveals-depression-subtypes-through-multi-omics-data-analysis/
Explainable AI reveals depression subtypes through multi-omics data
Sep 8, 2026 - Depression has long been treated as a single diagnostic category, yet clinicians and researchers have known for decades that patients who share the same...
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https://zjeet.com.ng/article/underground-fault-detection-and-classification-an-explainable-scada-ready-pipeline-with-adaptive-dwt-and-a-compact-cnn-transformer
Underground Fault Detection and Classification: An Explainable, SCADA-Ready Pipeline with Adaptive...
Underground faults are difficult to detect and classify reliably because transient signatures are short-lived, dispersive, and often masked by operating noise....
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https://roobooto.com/zh/building-explainable-ai-for-quant-teams-and-investors/
Building Explainable AI for Quant Teams and Investors – Roobooto
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https://www.convegnonazionaleaiic.it/oltre-il-dsm-sviluppo-di-un-clinical-decision-support-system-cdss-tramite-rs-fmri-e-explainable-ai-per-la-classificazione-dei-disturbi-psichiatrici/
Oltre il DSM: sviluppo di un clinical decision support system (CDSS) tramite rs-fMRI e explainable...
May 30, 2026 - Introduzione La diagnosi psichiatrica (Autismo, Schizofrenia, Bipolarismo, Depressione) si basa oggi su criteri clinici soggettivi (DSM-5), causando...
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https://researchwith.montclair.edu/en/publications/explainable-artificial-intelligence-in-deep-learning-based-solar-/
Explainable Artificial Intelligence in Deep Learning-Based Solar Storm Predictions - Montclair...
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https://cs-www.uchicago.edu/events/event/amuyla-yadav-penn-state-sidestepping-the-black-box-a-new-paradigm-for-explainable-ai/
Amuyla Yadav (Penn State)-Sidestepping the Black-Box: A New Paradigm for Explainable AI –...
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https://chatmed-project.eu/knowledge-repository/journal-paper-exploring-the-potential-of-topological-data-analysis-for-explainable-large-language-models-a-scoping-review/
Journal paper: Exploring the Potential of Topological Data Analysis for Explainable Large Language...
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https://neo4j.com/product/knowledge-layer/
Get accurate, explainable AI with the Neo4j knowledge layer
Jun 9, 2026 - The Neo4j knowledge layer provides the context, memory, and map of your data that AI needs to make accurate, explainable, and trustworthy decisions.
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https://rdc.ai/company/
About RDC.AI | Explainable AI for Business Lending
Oct 2, 2026 - RDC.AI is on a mission to expand access to credit through explainable AI, helping banks make smarter, faster and more inclusive lending decisions.
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https://symagic.com/blog/explainable-ai-forecasting/
Explainable AI & forecasting: je organisatie heeft een beter ‘weerbericht’ nodig - Symagic
Mar 9, 2026 - Ontdek hoe explainable AI forecasting inzichtelijk maakt en zo verborgen verbanden in je data aan het licht brengt. Nu kun je zien wat je anders mist.
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https://fupubco.com/futech/article/view/1156/393
View of XLeaf-Net: an explainable deep learning framework for mango leaf disease classification and...
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https://blog.diffbot.com/knowledge-graph-glossary/explainable-ai-xai/
Explainable AI (XAI) – Diffblog
Jan 10, 2023 - Explainable AI (XAI) is an area of research and development in the field of artificial intelligence that aims to ensure that the decisions made by machine...
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https://www.thedailyupside.com/technology/artificial-intelligence/boeings-patent-brings-explainable-ai-to-manufacturing/
Boeing's Patent Brings Explainable AI to Manufacturing - The Daily Upside
Dec 11, 2023 - “We're moving away from the black box," said said Frederick Gertz, founder and CEO of enterprise AI company Collide Technology.
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https://tldr.takara.ai/p/2006.00093
Explainable Artificial Intelligence: a Systematic Review | Takara TLDR
Explainable Artificial Intelligence (XAI) has experienced a significant growth over the last few years. This is due to the widespread application of machine ...
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https://growth-onomics.com/explainable-ai-marketing-cross-sell-use-cases/
Explainable AI in Marketing: Cross-Sell Use Cases
Oct 6, 2026 - SHAP, LIME and interpretable models turn cross-sell scores into clear decisions: who to target, what to offer, and when to hold back.
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https://www.vinnova.se/p/explainable-ai-for-industriella-applikationer/
Explainable AI för industriella applikationer | Vinnova
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https://arxiv.org/abs/2603.11277v2
[2603.11277v2] COMPASS: The explainable agentic framework for Sovereignty, Sustainability,...
Abstract page for arXiv paper 2603.11277v2: COMPASS: The explainable agentic framework for Sovereignty, Sustainability, Compliance, and Ethics
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https://explainable-intelligent.systems/tag/explainable-intelligent-systems/
Explainable Intelligent Systems | Explainable Intelligent Systems
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https://www.academicsworld.org/Conference/35026/GSAMLEDI/venue
Global Summit on Advances in Machine Learning, Explainable AI & Decision Intelligence (GSAMLEDI) |...
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https://www.kellogg.northwestern.edu/academics-research/research/detail/2025/explainable-ai-as-a-double-edged-sword-in-dermatology/
Explainable AI as a Double-Edged Sword in Dermatology: The Impact on Clinicians versus The Public...
Artificial intelligence (AI) is increasingly permeating healthcare, from physician assistants to consumer applications. Since AI algorithm's opacity challenges...
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https://milvus.io/ai-quick-reference/how-do-explainable-ai-techniques-support-model-robustness
How do Explainable AI techniques support model robustness?
Explainable AI (XAI) techniques enhance model robustness by providing transparency into how models make decisions, enabl
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https://www.ebenex.de/begriffe/explainable-ui/
Explainable UI: KI-Entscheidungen verständlich darstellen
Aug 29, 2026 - UI-Patterns, die KI-Entscheidungen für Nutzer nachvollziehbarer machen – von Confidence Scores bis zu Feature-Attributionen.
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https://gitlab.doc.ic.ac.uk/explore/projects/topics/explainable%20AI?archived=only&language=38&sort=stars_desc
explainable AI · Topics · GitLab
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https://annalsmcs.org/index.php/amcs/article/view/911/267
View of Leakage-Aware Explainable Framework for Breast Cancer Prognosis
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https://deeplearning.jp/en/towards-transparent-and-explainable-attention-models/
Towards Transparent and Explainable Attention Models | Deep Learning JP
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https://blogs.mathworks.com/deep-learning/2023/05/08/explainable-ai-xai-are-we-there-yet/?from=kr
Explainable AI: Are we there yet? | Artificial Intelligence
This post offers advice on explainable AI limitations and challenges that you might find when using XAI techniques.
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https://synapsesocial.com/papers/696c7791eb60fb80d1395cfd
Evaluating Explainability: A Framework for Systematic Assessment of Explainable AI Features in...
Bioengineering (2026): This framework evaluates explainable AI features in medical imaging, suggesting improved assessment techniques for medical devices.
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https://python-bloggers.com/2020/07/lsboost-explainable-ai-using-gradient-boosted-randomized-networks-with-examples-in-r-and-python-3/
LSBoost: Explainable ‘AI’ using Gradient Boosted randomized networks (with examples in R and...
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https://thehauntedacademy.com/courses/paranormal-mastery-program/lessons/lesson-2-4-when-to-call-it-differentiating-paranormal-from-explainable/
Lesson 2.4 – When to Call It: Differentiating Paranormal from Explainable - thehauntedacademy.com
Introduction Every investigation produces “activity” — noises, movements, temperature shifts, odd feelings. But most of these have natural explanations. The […]
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https://podcasts.apple.com/us/podcast/health-and-explainable-ai-podcast/id1670034411
Health and Explainable AI Podcast - Podcast - Apple Podcasts
Listen to Pitt HexAI Lab and the Computational Pathology and AI Center of Excellence's Health and Explainable AI Podcast podcast on Apple Podcasts.
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https://lifestyle.sustainability-directory.com/area/explainable-ai-regulation/
Explainable AI Regulation → Area → Sustainability
Meaning → Explainable AI Regulation concerns the development and implementation of governance frameworks for artificial intelligence systems, demanding...
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https://alfapeople.com/ca/explainable-artificial-intelligence/
Explainable Artificial Intelligence | AlfaPeople Canada
Jul 25, 2025 - Artificial intelligence is transforming industries. Learn how Explainable AI ensures transparency, fairness, and security. AlfaPeople Canada
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https://pith.science/citations/ec751711-ec7e-4ee9-aff5-f58ebbb7897d
RG-flow: A hierar- chical and explainable flow model based on renormalization group and sparse...
2 Pith papers cite this work, alongside 5 external citations. Polarity classification is still indexing.
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https://lamarr-institute.org/blog/why-ai-explainable/?pg=10
Why AI needs to be explainable » Lamarr-Blog
Sep 24, 2025 - Nowadays, many decisions can be made efficiently, accurately, and automatically through Machine Learning methods. Equally important is the transparent...
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https://elib.its.ac.id/jurnal/jurnalsisfo/submit/index.php/sisfo/article/view/256
Penggunaan Explainable Machine Learning untuk Prediksi Pasien Diabetes | SISFO
SISFO Jurnal Sistem Informasi
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https://www.nrfhh.com/index.php/journal/article/view/2938
Cotton Mitra: An Explainable Ensemble Forecasting and Supply-Chain Intelligence Platform for...
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https://techdailyshot.com/blog/secure-explainable-ai-customer-support-workflows-2026
Building Secure, Explainable AI Customer Support Workflows: 2026 Technical Blueprint — Tech Daily...
Sep 1, 2026 - Combine security and transparency—follow this 2026 technical blueprint for explainable, compliant AI customer support workflows.
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https://ninotsminda.gov.ge/2402-18145-learning-intrinsic-dimension-via/
2402 18145 Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based...
Mar 27, 2024 - DVAE can learn an embedding space from a dataset, and this embedding space includes the global co-occurrence features of the dataset. Social media
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https://sol.sbc.org.br/index.php/bracis/article/view/40799
Evaluation of Explainable Artificial Intelligence Methods for Deep Time Series Classification of...
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https://monardx.com/tools/jargon-buster/glossary/explainable-ai
What is Explainable AI (XAI)? Plain-English definition | Monard X
Explainable AI refers to a set of methods and tools that allow people to understand and trust the results created by machine learning models. Standard AI s...
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https://blog-berufswelten.de/7th-oja-forum-part-7-explainable-ai-in-oja-analysis-unveiling-job-level-classifier/
7th OJA Forum (Part 7) – Explainable AI in OJA Analysis: Unveiling Job Level Classifier - Blog...
Nov 5, 2024 - In this blog series, international experts on the topic of analyzing online job advertisements present their work. The presentations were […]
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https://vacancybridge.com/jobs/bmw-phd-2026/
BMW PhD 2026: Explainable AI and Vision-Language Models Research in Munich - Vacancy Bridge
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https://shdl.mmu.edu.my/14580/
Knowledge Distillation for Lightweight and Explainable Intrusion Detection in Resource-Constrained...
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https://www.devdiscourse.com/article/technology/3899446-explainable-ai-helps-consumer-trust-in-digital-finance
Explainable AI helps consumer trust in digital finance | Technology
Read more about Explainable AI helps consumer trust in digital finance on Devdiscourse
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https://www.humai.blog/explainable-ai-why-transparency-matters-in-machine-learning/
Explainable AI: Why Transparency Matters in Machine Learning
Jun 30, 2025 - Explore why transparency in AI systems is crucial for building trust and ensuring accountability. This article examines the challenges of "black box" machine...
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https://digitalcommons.library.tmc.edu/uthshis_docs/779/
"Explainable Diagnosis Prediction through Neuro-Symbolic Integration" by Qiuhao Lu, Rui Li et al.
Diagnosis prediction is a critical task in healthcare, where timely and accurate identification of medical conditions can significantly impact patient...
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https://chat.powerdrill.ai/discover/summary-cross-dataset-transfer-and-reliability-of-cmtovh6d6j64w07pol6qexc2p
Cross-Dataset Transfer and Reliability of Explainable Artificial Intelligence for RhythmFormer...
Cross-Dataset Transfer and Reliability of Explainable Artificial Intelligence for RhythmFormer Remote Photoplethysmography
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https://www.iosb.fraunhofer.de/en/projects-and-products/XAIToolbox.html
eXplainable Artificial Intelligence (XAI)-Toolbox - Fraunhofer IOSB
The XAI toolbox developed by Fraunhofer IOSB is designed with AI explainability at its core. It enables the swift evaluation of various XAI methods for AI...
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https://www.gi-de.com/en/spotlight/security-stories/explainable-ai-has-a-lot-to-offer-border-forces
Explainable AI can aid border control authorities | G+D Spotlight
The deployment of AI in border control settings can be powerful, but there needs to be transparency about how it works
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https://watch.knowledgegraph.tech/videos/targeted-knowledge-infusion-to-make-conversational-ai-explainable-and-safe
Targeted Knowledge Infusion To Make Conversational AI Explainable and Safe - Deep Learning for and...
Conversational Systems (CSys) represent practical and tangible outcomes of advances in NLP and AI. CSys see continuous improvements through unsupervised...
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https://svedbergopen.com/index.php/ijaiml/article/view/2432
An Explainable AI Framework for Supply Chain Risk Prediction and Intelligent Decision Support |...
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https://elmi.hbku.edu.qa/en/publications/memeintel-explainable-detection-of-propagandistic-and-hateful-mem/
MemeIntel: Explainable Detection of Propagandistic and Hateful Memes - Hamad Bin Khalifa University
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https://secml.readthedocs.io/en/v0.15/
SecML: Secure and Explainable Machine Learning in Python — SecML 0.15 documentation
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Explainable AI for Skin Lesion Classification Using Vision Transformer | Freelancer
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https://journal.amikveteran.ac.id/index.php/sscj/article/view/6262
Implementasi dan Evaluasi Explainable Recommender System pada Pemilihan Sepeda Motor Menggunakan...
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https://pure.hud.ac.uk/en/publications/explainable-artificial-intelligence-in-the-spatial-domain-x-geoai/clippings/
Explainable artificial intelligence in the spatial domain (X-GeoAI) - Press/Media - University of...
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https://biblio.ugent.be/publication/01J41BZ6Q4HZ89XJHH0ZMFW6T4
Explainable AI (XAI) for wireless communications : UWB radar for zone-based obstacle detection
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https://explainable-intelligent.systems/2099-2/
Media Kit | Explainable Intelligent Systems
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https://www.nist.gov/programs-projects/explainable-artificial-intelligence-based-modeling-applied-omics-problems
Explainable Artificial Intelligence Based Modeling Applied to OMICS Problems | NIST
Mar 26, 2025 - The goal of the project is to produce billions of certified values from multiple measurement methods with well-characterized uncertainty in the “’omics” field...
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https://www.ijpe-online.com/EN/abstract/abstract4975.shtml
Fortifying Fake Review Detection using Feature Engineered Revised Star Rating and Explainable AI
Online reviews are becoming the most important way for buyers to deter...
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https://gitlab.doc.ic.ac.uk/explore/projects/topics/explainable%20AI?archived=true&language=156&sort=created_asc
explainable AI · Topics · GitLab
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https://goldncloudpublications.com/index.php/irjaem/article/view/1538/1455
View of Explainable AI (XAI) for Interpretable Cyber Threat Prediction
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https://scholar.dsu.edu/bispapers/487/
"The Explainable AI Paradox: When Transparency Improves Decision Qualit" by Harsha Sammangi and...
Explainable artificial intelligence (XAI) is widely promoted as a remedy for algorithmic opacity, premised on the assumption that revealing a model's reasoning...
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https://webthesis.biblio.polito.it/22511/?template=default
Progettazione e validazione di una metodologia di confronto per metodi di Explainable AI = Design...
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https://zilliz.com/ai-faq/what-is-model-debugging-using-explainable-ai-techniques
What is model debugging using Explainable AI techniques? - Zilliz Vector Database
Model debugging using Explainable AI (XAI) techniques involves analyzing how AI models make decisions. This process aims
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https://www.guijicankao.com/reviews/explainable-robot-evaluation
Explainable Robot Evaluation - 硅基参考评测图谱
Explainable Robot Evaluation是机器人可解释AI领域的标准化评测基准,用于评估和比较不同可解释AI方法在机器人系统中的效果。该基准提供了多种可解释机器人评估场景,包括感知可解释性(物体识别解释、场景理解解释、异常检测解释)、决策可解释性(路径规划解释、动作选择解释、任务分解解释)、
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https://publikationen.uni-tuebingen.de/xmlui/handle/10900/108515
Explainable Deep Learning for Augmentation of Small RNA Expression Profiles
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https://arpi.unipi.it/handle/11568/1287250
Explainable machine learning identifies a polygenic risk score as a key predictor of pancreatic...
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https://techreport.ngo/ai-ml/instead-of-restricting-ai-and-algorithms-make-them-explainable/
Instead of restricting AI and algorithms, make them explainable | Tech Report
Instead of restricting AI and algorithms, make them explainable
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https://www.gyanai.com/test-gyan-research
Gyan - Hallucination Free, Explainable Language Model
Gyan is an auto curating, self-organizing research engine, built on a transparent and fully auditable language model. Gyan’s analysis is confined to user...
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https://www.skills.google/public_profiles/dcf17621-af22-407d-8497-48b0984556a1/badges/1439315
DEPRECATED Explore Machine Learning Models with Explainable AI | Google Skills
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https://research.ucc.ie/en/publications/explainable-artificial-intelligence-xai-20-a-manifesto-of-open-ch/fingerprints/?sortBy=alphabetically
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary...
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https://whatisainow.com/blog_by_Category/?viewCategory=Artificial%20Intelligence%20and%20Explainable%20AI
Blog Categories - Artificial Intelligence and Explainable AI - WhatIsAINow.com
Discover the world of AI at WhatIsAINow.com – your ultimate portal for understanding artificial intelligence. Dive into insightful articles, latest AI news,...
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https://ijsrmt.com/index.php/ijsrmt/article/view/1580/568
View of Deep Learning Approaches for Cyber Threat Intelligence: A Multi-Source, Explainable...
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https://trentinosalutedigitale.com/en/blog/tag/explainable-ai-en/
explainable ai Archivi - TrentinoSalute4.0
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https://zilliz.com/ai-faq/what-tools-are-available-for-implementing-explainable-ai-techniques
What tools are available for implementing Explainable AI techniques? - Zilliz Vector Database
To implement Explainable AI (XAI) techniques, developers have access to a range of tools and libraries designed to help
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https://velocityrating.com/signup
Velocity Rating — Explainable NIL Decision Support
Velocity Rating helps athletes, athletic departments, NIL collectives, and commercial partners understand momentum, review the evidence, and decide what to do...
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https://matthewrenze.com/research/natural-language-explanations-for-explainable-ai/
Natural Language Explanations for Explainable AI Systems using LLMs - Matthew Renze
Jan 22, 2025 - LLMs can be used to create human-readable explanations for decisions made by AI systems.
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https://researchportal.hkust.edu.hk/en/studentTheses/ocular-biomechanics-and-diagnostic-model-for-glaucoma-using-expla/
Ocular biomechanics and diagnostic model for glaucoma using explainable machine learning - The Hong...
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