Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability
Abstract Machine learning algorithms enable advanced decision making in contemporary
intelligent systems. Research indicates that there is a tradeoff between their model …
intelligent systems. Research indicates that there is a tradeoff between their model …
Communicative AI Agents in Mathematical Task Design: A Qualitative Study of GPT Network Acting as a Multi-professional Team
This study explores the application of communicative AI agents, specifically a network of
customized generative pretrained transformer agents, in designing mathematical tasks. It …
customized generative pretrained transformer agents, in designing mathematical tasks. It …
Combining the Strengths of the Explainable Boosting Machine and Metabolomics Approaches for Biomarker Discovery in Acute Myocardial Infarction
Acute Myocardial Infarction (AMI), a common disease that can have serious consequences,
occurs when myocardial blood flow stops due to occlusion of the coronary artery. Early and …
occurs when myocardial blood flow stops due to occlusion of the coronary artery. Early and …
Privacy‐preserving peak time forecasting with Learning to Rank XGBoost and extensive feature engineering
In modern power systems, predicting the time when peak loads will occur is crucial for
improving efficiency and minimising the possibility of network sections becoming …
improving efficiency and minimising the possibility of network sections becoming …
The tasty world of irrational numbers–explorative mathematical visualizations generated by AI image models
In this paper, images containing mathematical ideas that were generated by different image-
generating AI models (DALL-E 2, Leonardo. Ai, and Midjourney) are comparatively …
generating AI models (DALL-E 2, Leonardo. Ai, and Midjourney) are comparatively …
Análise da relação entre a transparência da inteligência artificial ea tomada de decisões gerenciais
GHC SOUZA - 2023 - bdtd.ibict.br
A tecnologia, notadamente aquela relativa às ferramentas e modelos de inteligência
artificial (IA), tem afetado e até redefinido o papel dos seres humanos no tocante ao …
artificial (IA), tem afetado e até redefinido o papel dos seres humanos no tocante ao …
[PDF][PDF] De invloed van uitlegbare kunstmatige Intelligentie op begrip en vertrouwen in machine learning bij betrokken niet-deskundigen.
IMVA BPMIT, MWJ de Brouwer, ADL Bollen… - research.ou.nl
Het verkrijgen van begrip en vertrouwen in een machine learning model toepassing is iets
wat van wezenlijk belang is voor het slagen van deze toepassing. Explainable Artificial …
wat van wezenlijk belang is voor het slagen van deze toepassing. Explainable Artificial …