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https://automation-management.ideas.ibm.com/ideas/IRISCART-I-1460 Provide additional explainability into | Cloud Management and AIOps cloud management provide additional explainability aiops https://publikationen.bibliothek.kit.edu/1000173767 Explainability in AI-Based Applications - A Framework for Comp... The integration of artificial intelligence (AI) into business processes has significantly enhanced decision-making capabilities across various industries such explainability based applications framework comp https://publikationen.bibliothek.kit.edu/1000180358 Explainability Versus Accuracy of Machine Learning Models: The... This paper investigates the importance of explainability versus accuracy of machine learning (ML) models. We propose that greater task uncertainty makes peopl machine learning models explainability versus accuracy https://arxiv.org/abs/2111.06773v1 [2111.06773v1] Explainability and the Fourth AI Revolution Abstract page for arXiv paper 2111.06773v1: Explainability and the Fourth AI Revolution and the explainability fourth revolution https://www.kcl.ac.uk/challenges-of-ai-explainability Challenges of AI - Explainability | Feature from King's College London The Sanctuary Scholarships were formed in 2016 in response to the global issue of forced displacement, which affects more than 60 million people worldwide.... ai explainability challenges feature king college https://www.inf.uni-hamburg.de/en/inst/ab/eit/about/newsfeed/2026/20260107-maclure.html Public Lecture: AI, Explainability and Epistemic Dependence : Ethics in IT : University of Hamburg https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1236947/full Frontiers | The privacy-explainability trade-off: unraveling the impacts of differential privacy... Since the advent of deep learning (DL), the field has witnessed a continuous stream of innovations. However, the translation of these advancements into pract... the privacy trade off frontiers explainability unraveling https://dmatheorynet.blogspot.com/2023/03/dmanet-many-aspects-of-machine-learning.html Theory Announcements: [DMANET] The many aspects of machine learning explainability in medical... [Apologies if you receive multiple copies of this message] Dear colleagues, I find this special session could be of interest for the communi... the many https://journals.open.tudelft.nl/jhtr/announcement/view/437 DEADLINE EXTENDED - Call for Papers: Ethics and Normativity of Explainable AI: Explainability as a... https://github.com/mims-harvard/TimeX GitHub - mims-harvard/TimeX: Time series explainability via self-supervised model behavior... Time series explainability via self-supervised model behavior consistency - mims-harvard/TimeX time series https://pmc.ncbi.nlm.nih.gov/articles/PMC12128262/ Assessing the accuracy and explainability of using ChatGPT to evaluate the quality of health news -... With the growing prevalence of health misinformation online, there is an urgent need for tools that can reliably assist the public in evaluating the quality of... https://apice.unibo.it/xwiki/bin/view/Talk/XmasAiiot2019 Towards XMAS: eXplainability through Multi-Agent Systems / APICe Towards XMAS: eXplainability through Multi-Agent Systems multi agent towards xmas explainability systems https://rescience.github.io/bibliography/Mahlau_2023.html [Re] On Explainability of Graph Neural Networks via Subgraph Explorations graph neural networks explainability via subgraph explorations https://ideas.hku.hk/transparency-and-exlainability/ Transparency and Explainability - HKU IDS IDEAS Nov 22, 2024 - AI and Public Policy AI Ethics and Safety IP, Creativity, and Copyright Transparency and Explainability Linguistic and Cognitive Capacities of LLMs Privacy and... transparency explainability hku ids ideas https://aws.amazon.com/about-aws/whats-new/2022/02/mlops-workload-orchestrator-support-amazon-sagemaker-model-explainability-model-bias-monitoring/ MLOps Workload Orchestrator adds support for Amazon SageMaker Model Explainability and Model Bias... Discover more about what's new at AWS with MLOps Workload Orchestrator adds support for Amazon SageMaker Model Explainability and Model Bias Monitoring support for https://www.dpocentre.com/services/xai/ AI Explainability (XAI) Services | DPO Centre Jul 21, 2026 - Award winning Explainable AI services. The DPO Centre provides frameworks for explaining AI personal data processes. Speak to our experts today. ai explainability xai services dpo centre https://nhsengland.github.io/datascience/articles/category/explainability/ Explainability - NHS England Data Science nhs england explainability data science https://carpentries-incubator.github.io/fair-explainable-ml/instructor/key-points.html Trustworthy AI: Validity, Fairness, Explainability, and Uncertainty Assessments: Key Points trustworthy ai validity fairness explainability uncertainty https://research.ibm.com/publications/explainability-scenarios-towards-scenario-based-xai-design Explainability scenarios: Towards scenario-based XAI design for IUI 2019 - IBM Research Explainability scenarios: Towards scenario-based XAI design for IUI 2019 by Christine T. Wolf https://mau.diva-portal.org/smash/record.jsf?pid=diva2:1479925 Machine Learning explainability in text classification for Fake News detection machine learning text classification fake news explainability detection https://www.cambridge.org/core/elements/data-access-and-ai-explainability/E78C29A981519DAFF382A7946DE90A58 Data Access and AI Explainability Cambridge Core - Law and technology, science, communication - Data Access and AI Explainability data access ai https://www.simtech2023.uni-stuttgart.de/program/talks/explainability-and-regulation/ Explainability and regulations | International Conference on Data-Integrated Simulation Science |... international conference explainability regulations data integrated https://pubmed.ncbi.nlm.nih.gov/33256715/ Explainability for artificial intelligence in healthcare: a multidisciplinary perspective To ensure that medical AI lives up to its promises, there is a need to sensitize developers, healthcare professionals, and legislators to the challenges and... artificial intelligence explainability healthcare multidisciplinary perspective https://repository.gatech.edu/entities/publication/cff1327c-9c0c-4254-91d8-98c759fcff54 Novel Explainability Approaches for Analyzing Functional Neuroinformatics Data with Supervised and... The use of artificial intelligence in healthcare is growing increasingly common. However, the use of artificial intelligence within the context of... novel explainability approaches analyzing https://www.sas.com/sv_se/news/media-coverage/2026/february/techtarget-ai-trust-study.html How to ensure AI transparency, explainability and trust | SAS Sweden enter description here how to ai transparency ensure explainability trust https://research.ibm.com/publications/monetizing-currency-pair-sentiments-through-llm-explainability Monetizing Currency Pair Sentiments through LLM Explainability for ECAI 2024 - IBM Research Monetizing Currency Pair Sentiments through LLM Explainability for ECAI 2024 by Lior Limonad et al. currency pair llm explainability https://www.uc.edu/news/articles/2024/07/uc-computer-science-engineer-improving-ai-explainability.html UC computer science engineer improving AI explainability - University of Cincinnati: Founder of... Jul 12, 2024 - Inspired by the desire to improve and advance the world of artificial intelligence, Nkechi Jennifer Akinwale has taken advantage of every available opportunity... university of cincinnati computer science ai explainability uc engineer https://docs.oracle.com/en/industries/financial-services/microservices-common/release-14.7.4.0.0/cmcug/model-explainability.html Model Explainability This topic describes the information about the Model Explainability. model explainability https://scholarcommons.sc.edu/aii_fac_pub/537/ "CausalKG: Causal Knowledge Graph Explainability Using Interventional a" by Utkarshani Jaimini and... Humans use causality and hypothetical retrospection in their daily decision-making, planning, and understanding of life events.1 The human mind, while... knowledge graph https://research.ibm.com/publications/robust-feature-based-model-agnostic-explainability-for-time-series-forecasting Robust Feature Based Model Agnostic Explainability For Time Series Forecasting for INFORMS 2021 -... Robust Feature Based Model Agnostic Explainability For Time Series Forecasting for INFORMS 2021 by Vikas Raykar et al. time series forecasting model agnostic https://arxiv.org/abs/2603.06302 [2603.06302] DEX-AR: A Dynamic Explainability Method for Autoregressive Vision-Language Models Abstract page for arXiv paper 2603.06302: DEX-AR: A Dynamic Explainability Method for Autoregressive Vision-Language Models https://research.ibm.com/publications/explainability-versus-privacy-for-hierarchical-time-series-forecasting Explainability versus privacy for hierarchical time series forecasting for ISF 2021 - IBM Research Explainability versus privacy for hierarchical time series forecasting for ISF 2021 by Surya Shravan Kumar Sajja et al. time series forecasting https://oatml.cs.ox.ac.uk/publications/202404_NicolsonSchut_ExplainingExplainability.html Explaining Explainability: Understanding Concept Activation Vectors - OATML Recent interpretability methods propose using concept-based explanations to translate the internal representations of deep learning models into a language that... explaining explainability understanding concept activation https://explainability.withgoogle.com/rubric?ref=createwithswift.com Explainability Resources Resources to inspire AI practitioners to incorporate explainability throughout the entire user journey. explainability resources https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2022.1081872/full Frontiers | Dependable modulation classifier explainer with measurable explainability Internet of Things(IoT) plays a significant role in building Smart Cities worldwide. Smart cities use IoT devices to collect and analyze the data to provide ... frontiers dependable modulation classifier explainer https://rescience.github.io/bibliography/Athanasiadis_2022.html [Re] Weakly-Supervised Semantic Segmentation via Transformer Explainability semantic segmentation supervised via transformer explainability https://leeyngdo.github.io/blog/representation-learning/2024-06-22-explainable-clip/ [Representation Learning] Explainability of CLIP Jun 22, 2024 - The Minimal Light is a simple and elegant jekyll theme for academic personal homepage. representation learning explainability clip https://cio.economictimes.indiatimes.com/news/brand-solution/exploring-explainability-in-the-realm-of-responsible-ai/120999953 Exploring Explainability in the Realm of Responsible AI, ETCIO Responsible AI necessitates explainability to foster trust and enable informed decisions. Opaque AI models, particularly those using deep learning, pose... in the realm of responsible ai exploring explainability https://hh.diva-portal.org/smash/record.jsf?pid=diva2:1860477 Building trust to AI systems through explainability. Technical and legal perspectives building trust ai systems https://www.paloaltonetworks.com/blog/tag/explainability/ Explainability Blogs | Palo Alto Networks Read the latest blogs and insights about Explainability from Palo Alto Networks experts. palo alto explainability blogs networks https://arxiv.org/abs/2602.06395v1 [2602.06395v1] Empirical Analysis of Adversarial Robustness and Explainability Drift in... Abstract page for arXiv paper 2602.06395v1: Empirical Analysis of Adversarial Robustness and Explainability Drift in Cybersecurity Classifiers adversarial robustness empirical analysis https://datascience.hku.hk/2023/06/ids-guest-seminar-the-algorithmic-explainability-bait-and-switch/ IDS Guest Seminar: The Algorithmic Explainability Bait and Switch - HKU Musketeers Foundation... Aug 23, 2025 - June 13, 2023 Events, Past Events, SRA: Explainable AI and Human-Machine Interplays IDS Seminar / Guest Lecture Title: The Algorithmic Explainability Bait and... bait and switch https://devblogs.microsoft.com/dotnet/ml-net-survey-model-explainability/ ML.NET Survey: Model Explainability - .NET Blog Jun 10, 2021 - Take the ML.NET Model Explainability survey to let us know what you want to see in ML.NET for explainability and fairness. model explainability ml survey blog https://www.kaggle.com/code/jorgeivnjh/explainability-in-ml-models Explainability in ML models | Kaggle Explore and run AI code with Kaggle Notebooks | Using data from No attached data sources ml models explainability kaggle https://apice.unibo.it/xwiki/bin/view/Publication/XaiLpCausal2021 Explainability through argumentation in logic programming / APICe Explainability through argumentation in logic programming logic programming explainability argumentation apice https://research.ibm.com/publications/human-centered-explainability-for-life-sciences-healthcare-and-medical-informatics Human-centered explainability for life sciences, healthcare, and medical informatics for Patterns -... Human-centered explainability for life sciences, healthcare, and medical informatics for Patterns by Sanjoy Dey et al. for life sciences healthcare and medical human centered explainability https://sites.google.com/view/emnn-ws-2020/home Explainability Methods for NNs Lecturer: Daria Pylypenko Time: Thursday 14:15-15:45 First session: 05.11.2020 Location: MS Teams explainability methods nns https://portal.fis.tum.de/en/publications/explainability-of-subfield-level-crop-yield-prediction-using-remo/ Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing - Technical University... crop yield prediction https://pmc.ncbi.nlm.nih.gov/articles/PMC8449079/ Ethics of artificial intelligence in global health: Explainability, algorithmic bias and trust - PMC AI has the potential to disrupt and transform the way we deliver care globally. It is reputed to be able to improve the accuracy of diagnoses and treatments,... https://www.sas.com/en_us/webinars/model-explainability.html Model Explainability | SAS Discover how you can see into the black box and explain what is happening with your algorithms. model explainability sas https://live-cltc.pantheon.berkeley.edu/publication/improving-the-explainability-of-artificial-intelligence-the-promises-and-limitations-of-counterfactual-explanations/ Improving the Explainability of Artificial Intelligence: The Promises and Limitations of... Apr 22, 2026 - A new white paper from the Center for Long-Term Cybersecurity explores diverse approach to explainable artificial intelligence (xAI), focusing on... artificial intelligence improving explainability promises limitations https://supervisorconnect.it.monash.edu/index.php/projects/research/explainability-and-compact-representation-k-mdps Explainability and Compact representation of K-MDPs | Supervisor Connect Markov Decision Processes (MDPs) are frameworks used to model decision-making in situations where outcomes are partly random and partly under the control of a... explainability compact representation k mdps https://arxiv.org/abs/2512.08344v1 [2512.08344v1] Enhancing Explainability of Graph Neural Networks Through Conceptual and Structural... Abstract page for arXiv paper 2512.08344v1: Enhancing Explainability of Graph Neural Networks Through Conceptual and Structural Analyses and Their Extensions graph neural networks https://www.techtarget.com/searchenterpriseai/feature/Interpretability-vs-explainability-in-AI-and-machine-learning Interpretability vs. explainability in AI and machine learning | TechTarget Learn the key differences between interpretability and explainability in AI and machine learning, and explore examples, techniques and limitations. ai and machine learning interpretability vs explainability techtarget https://www.cbs.mpg.de/cbs-coconut/video/ras Explainability for deep learning: An introduction | Max Planck Institute for Human Cognitive and... An introduction to explainable deep learning max planck institute deep learning https://research.ibm.com/publications/the-curious-case-of-ir-explainability-explaining-document-scores-within-and-across-ranking-models The Curious Case of IR Explainability: Explaining Document Scores within and across Ranking Models... The Curious Case of IR Explainability: Explaining Document Scores within and across Ranking Models for SIGIR 2020 by Procheta Sen et al. https://emploi.cnrs.fr/Offres/Doctorant/UMR7030-LOUBOU-003/Default.aspx?lang=EN Portail Emploi CNRS - Job offer - PhD student, Towards Scalable Formal Explainability: Lite... portail emploi job offer phd student https://dspace.mit.edu/handle/1721.1/164373 Fewer Than 1% of Explainable AI Papers Validate Explainability with Humans explainable ai fewer https://help.salesforce.com/s/articleView?id=ind.psc_create_explainability_action_versions_public_sector.htm&language=en_US&type=5 Create Explainability Action Versions Define and store versions of the explainability actions used by your Decision Explainer business rules in Public Sector Solutions. Required Editions View... create explainability action versions https://campus-fryslan.studenttheses.ub.rug.nl/780/ Designing Interpretable Explainability Measures for the Cross Model - Studenttheses Campus Fryslan for the designing explainability measures https://r6.ieee.org/scv-cs/quantitative-analysis-of-machine-learning-model-performance-and-the-need-to-consider-explainability-in-it/ Quantitative Analysis of Machine Learning Model Performance and the Need to Consider Explainability... machine learning model https://research.ibm.com/publications/ai-explainability-360-toolkit AI Explainability 360 Toolkit for CODS-COMAD 2021 - IBM Research AI Explainability 360 Toolkit for CODS-COMAD 2021 by Vijay Arya et al. ai explainability toolkit cods comad ibm https://publications-cnrc.canada.ca/eng/view/object/?id=1593cbb9-da7b-45a0-a062-82b2bc58d360 Improving accuracy and explainability of online handwriting recognition - NRC Publications Archive... Improving accuracy and explainability of online handwriting recognition handwriting recognition improving accuracy explainability https://arxiv.org/abs/1901.00590v1 [1901.00590v1] Towards a Framework Combining Machine Ethics and Machine Explainability Abstract page for arXiv paper 1901.00590v1: Towards a Framework Combining Machine Ethics and Machine Explainability machine ethics towards framework combining explainability https://iptc.upm.es/publications/multicriteria-model-agnostic-counterfactual-explainability-for-classifiers/ Multicriteria model-agnostic counterfactual explainability for classifiers - IPTC model agnostic explainability classifiers iptc https://rescience.github.io/bibliography/Turk_2023.html [Re] Exploring the Explainability of Bias in Image Captioning Models exploring the image captioning explainability bias models https://dataplatform.cloud.ibm.com/docs/content/wsj/model/wos-explainability-config.html?context=wx Configuring explainability | IBM watsonx You can configure explainability to reveal which features contribute to the model's predicted outcome for a transaction and predict what changes would result... configuring explainability ibm watsonx https://www.tensorleap.ai/ Deep-Learning Debugging & Explainability | Tensorleap deep learning debugging explainability https://ifp.nyu.edu/2025/journal-article-abstracts/14777509251372985/ Explainability as an ethical requirement for digital phenotyping in adolescents - information for... Sep 9, 2025 - Clinical Ethics, Ahead of Print. This article examines how the concept of explainability must be fundamentally reconceptualised when applied to digital digital phenotyping explainability ethical requirement