Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry

Authors

Institutions

Publication Details

Published
2025-04-23
DOI
https://doi.org/10.1145/3706599.3706685
Citations
1
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
2.48
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry

George Katsirelos, Nadia Boukhelifa, Anastasia Bezerianos, Briggs Twitchell
1 citations
Explainable Artificial Intelligence (XAI)
2.48
article

Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry

George Katsirelos, Nadia Boukhelifa, Anastasia Bezerianos, Briggs Twitchell
article en
1 citations

Abstract

No abstract available for this paper.
Northeastern University (US), Centre National de la Recherche Scientifique (FR), Institut national de recherche en sciences et technologies du numérique (FR), Université Paris-Saclay (FR), Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR), Mathématiques et Informatique Appliquées
Openalex Percentile: Top 11%
Explainable Artificial Intelligence (XAI)
2.48
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry — George Katsirelos, Nadia Boukhelifa, et al. · (2025) | TGRS Research Map | TGRS