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explainable ai

2,696 papers

#explainable ai Open access Oct 2026

BRISA Project Brochure

Innovation for Safer Industrial Workplaces Discover BRISA (Breakthrough Research on Industrial Safety Against Airborne Carcinogens and Emerging Pollutants), a Horizon Europe-funded research and innovation project working to improve air quality, reduce exposure to hazardous airborne substances and protect workers in ene...

Panos Chatzimathios · 0 citations
#explainable ai Open access Oct 2026

Translators’ language competence in technology-mediated contexts: Building on past conceptualizations and charting future directions

Language competence is the driving force behind and the basis for advanced translation competence, yet rapid technological change requires it to be reconsidered in light of current professional realities. Against this backdrop, the article discusses the past and present conceptualizations, definitions, and changing man...

Melita Koletnik · 0 citations
#explainable ai Open access Oct 2026

Leakage-Aware Explainable AI for Credit Risk Assessment of Perishable Food Supply-Chain SMEs Using Food Shelf-Life, Postharvest Loss and Digital Banking Data in Nigeria

Small and medium-sized enterprises (SMEs) operating in perishable food supply chains face intertwined operational and financial risks: inventory can deteriorate before sale, postharvest losses reduce cash available for repayment, and many firms have thin or irregular formal credit histories. This study proposes a leaka...

KOSISOCHUKWU HENRY UKPABI, Abdullahi Mohammed Ibrahim, Zainab Abdulsalam Jamilu · 0 citations
#explainable ai Open access Oct 2026

A Vectorium v5.0 Operator Model of Saturn's Polar Hexagon as a Mode‑6 Curvature–Holonomy Limit Cycle (v2.0)

This technical note presents a geometric toy model that illustrates how Saturn’s north‑polar hexagon can arise from the interaction between curvature patterns and holonomy transport inside a neutral manifold. The model is intentionally non‑physical: it does not attempt to simulate atmospheric dynamics. Instead, it prov...

Hedling Borealis · 0 citations
#explainable ai Book Oct 2026

Data Analytics and AI

Data analytics and artificial intelligence (AI) are transforming geotechnical monitoring by extracting insights from large sensor datasets. This chapter covers analytics objectives (trend detection, anomaly identification, and prediction) and data types (time-series, spatial, imagery, and point clouds). We discuss prep...

Ali Soofastaei · 0 citations
#explainable ai Review Open access Oct 2026

Beyond access: AI literacy, instructional design and perceived autonomous learning among students in Indian higher education

Universities are rapidly adopting artificial intelligence, yet access to AI tools does not guarantee that students experience greater ownership of their learning. This study examines how three learner side factors, AI literacy, AI readiness and perceived value of AI tools, and one pedagogy side factor, AI enhanced inst...

Rajesh Raut, Rosy Kalia · 0 citations
#explainable ai Open access Oct 2026

Concept-Based Explainable AI in Retinal Imaging: Core Concepts, Techniques, and Challenges

Abstract In high-stakes domains like healthcare, establishing trust in AI-assisted decisions is critical for fostering confidence among experts and researchers. However, standard explanation methods may not fully meet clinical needs, offering raw data, such as saliency maps, rather than human-readable text and auditabl...

Mohadeseh Mollapour Papkyadeh, Koorosh Aslansefat, Bhupesh Kumar Mishra et al. · 0 citations
#explainable ai Open access Oct 2026

From Neuron to Bedside: An Interactive Neuroscience Textbook for High School Students and Future Doctors

Version 1.1.1 of From Neuron to Bedside, a free interactive neuroscience textbook for high school students and future doctors. What's in the book: 16 chapters, 16 interactive simulations, 253 concepts in the learning graph, 160 quiz questions, a clinical case in every chapter, a Brain Bee strategy guide with a 50-quest...

Aaryav Sharma · 0 citations
#generative ai Open access Oct 2026

Generative Resonance Macroeconomics: A Theory of Economic Emergence, Crystallization, Stagnation, and Reopening ー A Unified Theoretical Framework · October 2026 ー From the Preservation of Economic Structures to the Reproduction of Generative Possibilities

Generative Resonance Macroeconomics (GRM) Ⅰ. Short Description Generative Resonance Macroeconomics (GRM) proposes a theoretical framework that redefines economic sustainability as the continuous regeneration of future economic possibilities rather than the indefinite preservation of existing structures. Integrating gen...

Kazunori Ohumi · 0 citations

From tech blogs

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MIT News · Artificial Intelligence Oct 23, 2026

Q&A: How AI came to model the “messy” human mind

Assistant Professor Benjamin Lindquist studies how engineers deliberately injected randomness into early AI, giving rise to deep-learning models that sometimes hallucinate.

Microsoft Research Blog Oct 22, 2026

Flint-interactive: A language for creating interactive data visualizations

Flint-interactive gives AI agents a language for creating interactive visualizations. Click a chart, filter data, highlight related content, and explore beyond the view the author originally chose. The post Flint-interactive: A language for creating interactive data visualizations appeared first on Microsoft Research.

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