23 citations · 31 across the 3 of their papers we have counts for
5 papers
Multimodal Metadata Assignment for Cultural Heritage Artifacts
Luis Rei, Dunja Mladenić, Mareike Dorozynski +5
We develop a multimodal classifier for the cultural heritage domain using a late fusion approach and introduce a novel dataset. The three modalities are Image, Text, and Tabular da…
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection
Jože M. Rožanec, Elena Trajkova, Paulien Dam +2
Quality control is a key activity performed by manufacturing companies to verify product conformance to the requirements and specifications. Standardized quality control ensures th…
Active Learning for Automated Visual Inspection of Manufactured Products
Elena Trajkova, Jože M. Rožanec, Paulien Dam +2
Quality control is a key activity performed by manufacturing enterprises to ensure products meet quality standards and avoid potential damage to the brand's reputation. The decreas…
Knowledge Modelling and Active Learning in Manufacturing
Jože M. Rožanec, Inna Novalija, d Patrik Zajec +2
The increasing digitalization of the manufacturing domain requires adequate knowledge modeling to capture relevant information. Ontologies and Knowledge Graphs provide means to mod…
A Review of Explainable Artificial Intelligence in Manufacturing
Georgios Sofianidis, Jože M. Rožanec, Dunja Mladenić +1
The implementation of Artificial Intelligence (AI) systems in the manufacturing domain enables higher production efficiency, outstanding performance, and safer operations, leveragi…