explainable ai

Peer Review Report For: Towards Sustainable Vocational Education: An Explainable Green AI Ecosystem for Workforce Readiness [version 1; peer review: 1 approved with reservations]

Background Vocational education increasingly requires the integration of artificial intelligence-supported learning and sustainability competencies to prepare students for technology-intensive and environmentally responsible workplaces. However, limited empirical evidence exists on learning ecosystems that combine expl...

Employee AI readiness and the leadership gap: a theory-informed commentary on a CIO.com feature

This paper offers a theory-informed commentary on the executive-employee gap in enterprise artificial intelligence (AI) readiness, using a CIO.com feature on employee AI optimism and an AI leadership gap as its focal practitioner text. Rather than treating the article as empirical evidence, the paper interprets it thro...

SHAP driven explainable machine learning for malware classification: From detection to explanation

Detecting malware is a critical aspect of cybersecurity, focused on identifying and preventing malicious software from compromising computer systems. The increasing complexity and sophistication of modern malware often render conventional detection techniques inadequate, necessitating more advanced approaches. In this...

Effects of Subgoal Granularity on Perceived Explainability in Agent Behaviour

Emotionalized Digital Marketing in Online Fashion

The digitalization of the fashion industry has transformed online shopping into an emotionally driven experience shaped by visual aesthetics and personalization. This chapter explores the convergence of neuromarketing and generative artificial intelligence (AI) in driving impulsive buying behavior in online fashion. Dr...

Artificial Intelligence in Ocular Surface Oncology: A Narrative Review of Multimodal Imaging, Smartphone-Based Screening, and Clinical Decision Support

Ocular surface malignancies include ocular surface squamous neoplasia (OSSN), con-junctival melanoma, and conjunctival lymphoma. These rare disorders may threaten vi-sion and, in some cases, life. Early identification may be difficult because malignant le-sions can resemble benign ocular surface conditions. Artificial...

Human Paced Cognition: Foundations of a New Cognitive Ecology

Human‑Paced Cognition: Foundations of a New Cognitive Ecology introduces a unified theoretical framework explaining why modern cognition is collapsing under synthetic, machine‑paced environments. The paper argues that human cognition evolved inside slow, stable, embodied, and informationally sparse ecologies — and that...

Unlocking Artificial Intelligence Driven Perceived Business Growth Through Organizational Readiness and Employee Development in Saudi Enterprises

How human–AI collaboration event strength shapes information security behavior: evidence from a University in Shanghai

Introduction As artificial intelligence is increasingly integrated into higher education learning contexts, university students receive technological support while also facing new information security risks. However, existing research has paid limited attention to how the event characteristics of human-AI collaboration...

Foundations of Literary Theory: For EFL University Students

Foundations of Literary Theory: For EFL University Students is a free undergraduate textbook in the Literary Studies branch of English Language Studies for EFL University Students. Directed by Munassir Alhamami, Professor of Applied Linguistics at King Khalid University, Saudi Arabia, this first edition (Version 1, 202...

Effects of the AI-HEALS intervention based on the Fogg behavior model on self-management in postoperative breast cancer patients: a randomized controlled trial study protocol

Background Breast cancer is the most common malignancy among women, and postoperative self-management is critically associated with long-term quality of life. Traditional clinical nursing and mobile health interventions frequently lack behavioral theory support, thereby failing to meet individualized rehabilitation nee...

📣 PROMO READY #912 [X/Twitter] — E8 Intelligence live AI trading ecosystem — E8 Intelligence Research

📣 PROMO READY #912 [X/Twitter] — E8 Intelligence live AI trading ecosystem Most 'AI trading' is a screensaver with a chat widget. E8 Intelligence runs a live E8-geometry engine, 24/7, that powers a Wall Street board with the #1 rated performance in its class. Merlin, our live AI, explains every move in real time. No h...