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explainable ai

2,752 papers

#explainable ai Review Open access Oct 2026

Pre-service teachers’ interactions with generative AI for creating culturally grounded visual teaching resources

The findings suggest that meaningful GenAI-supported instructional design involves more than favourable technology appraisal; it also requires usable systems, culturally informed teacher judgement and careful evaluation of generated visual resources.

Macharious Nabang, H. B. Essel, A. Tachie-Menson et al. · 0 citations
#explainable ai Oct 2026

Development and validation of an explainable artificial intelligence model for training load monitoring and performance risk prediction in university-level football under resource constraints

Findings indicate that explainable machine learning models based on low-resource metrics can provide an accurate, interpretable, and scalable decision-support framework for training load monitoring in educational sport environments.

Seymur Aliyev, Avaz Tagiyev, M. Rahimov et al. · 0 citations
#explainable ai Open access Oct 2026

Integrating ChatGPT into 5E inquiry-based learning to scaffold EFL academic research writing

Large language models such as ChatGPT are increasingly used in education, yet evidence on how to integrate them systematically into EFL academic writing pedagogy remains limited. This study examined a 16-week undergraduate EFL composition course at a national university in Taiwan that embedded ChatGPT within the 5E inq...

Ying-Hsueh Cheng · 0 citations
#explainable ai Oct 2026

Fusion-Based Explainable Deep Learning Framework for Species Classification of Jelly Fungi from Field Images

A novel deep learning framework combining convolutional neural networks, model fusion, and explainable AI to automate and interpret the classification of jelly fungi offers broad potential in biological applications such as spore and pollen identification, contributing to biodiversity monitoring and advancing AI-driven...

İ. Karaltı, F. Eki̇nci̇, E. Kumru et al. · 0 citations
#federated learning Review Open access Oct 2026

Multimodal AI in hematology: a systematic review of fusion approaches for automated diagnosis of blood disorders

Hematological disorders, including anemia and leukemia, pose major health risks globally, especially in developing areas. Around 1.92 billion people are affected by anemia, with about 475,000 new leukemia cases diagnosed yearly, resulting in approximately 310,000 deaths. The reliance on subjective conventional diagnost...

Bhavadharani Babu, S. Umapathy · 0 citations
#explainable ai Book Open access Oct 2026

Towards LLM-Driven Transformation of Goal Models for AI-Enabled Socio-Technical Systems

Organizations are increasingly transforming traditional software systems into AI-enabled socio-technical systems. While goal models are widely used to capture stakeholder intentions, organizational objectives, and system requirements, existing approaches provide limited support for systematically evolving these models...

Ahmed Hassine, Jameleddine Hassine · 0 citations
#explainable ai Book Open access Oct 2026

Automated Modelica Model Repair Using Generative AI

This PhD contributes an agentic LLM-based framework for diagnosing and repairing Modelica models, together with the empirical foundations that make it feasible and reproducible.

Masoud Sadrnezhaad · 0 citations
#explainable ai Open access Oct 2026

CircuitIA — herramienta IA para la academia (UMH)

Genera problemas de análisis de circuitos (Ohm, Kirchhoff, nudos y mallas, Thévenin y Norton, operacionales, transitorios RC, RL y RLC, régimen sinusoidal) con su esquema y su solución calculada por un solver propio, contrastado con ngspice. Cada estudiante recibe sus valores a partir de una semilla reproducible; la co...

Fernando Borrás, Alba Hortal · 0 citations
#explainable ai Open access Oct 2026

JAZB Framework v1.3: Judiciary AI Zero-Trust Broker

JAZB (Judiciary AI Zero-Trust Broker) is an Authority-centric, human-sovereign enterprise governance framework and architecture for artificial intelligence designed to govern the establishment, delegation, interpretation, exercise, assurance, and revocation of organizational Authority. JAZB applies Zero Trust, least pr...

Michael Costner · 0 citations
#explainable ai Open access Oct 2026

AI-Driven Customer Analytics and Personalized Marketing: Examining Customer Experience, Loyalty and Purchase Intention In Digital Markets

The present study investigates how AI-driven customer analytics and personalised marketing influence customer experience, customer loyalty and purchase intention in digital markets, applying a Stimulus-Organism-Response framework extended with privacy concerns as a boundary condition. Data were drawn from a quantitativ...

Dr. Sameer Pawar · 0 citations
#explainable ai Open access Oct 2026

Open Science Desktop: a local-first, model-agnostic AI research workbench

Install & first launch macOS — Apple Silicon: …_aarch64.dmg · Intel: …_x64.dmg (requires macOS 13+) Developer ID-signed and notarized. Open the DMG and drag Open Science into Applications. When you use an existing project in place, allow access to its folder if macOS asks. Windows — …_x64-setup.exe (start here) · …_x64...

The Open Science Desktop Contributors · 0 citations
#explainable ai Open access Oct 2026

POLICYIQ: AN AI-POWERED POLICY CONFLICT VERIFICATION SYSTEM

Abstract Organisations, governments and regulated industries operate under large, continuously revised bodies of policy. As these documents evolve across versions, editions and jurisdictions, overlapping, contradictory or silently modified clauses accumulate and create compliance, governance and legal risk that manual...

KOPPOLU SAHITH, VADDE VENKI, VIPUL PONUGOTI, KORADA VENKATA KARTHIK, KORADA RAMESH · 0 citations

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MIT News · Artificial Intelligence Oct 28, 2026

3 Questions: Why infrastructure is entering a defining era

Professor Ali Jadbabaie describes how AI, digital transformation, climate change, and complex geopolitics are forcing engineers and policymakers to rethink how infrastructure is designed, built, and managed.

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