[HTML][HTML] Approaches for data collection and process standardization in smart manufacturing: Systematic literature review

A Schlemitz, V Mezhuyev - Journal of Industrial Information Integration, 2024 - Elsevier
The world of smart manufacturing is continuously evolving. Since the introduction of the term
“Industry 4.0” by the German government in the year 2011, different terms, technologies and …

Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances

E Lughofer, E Weigl, W Heidl, C Eitzinger… - Information Sciences, 2016 - Elsevier
In classification-based stream mining, drift detection is essential in order to (i) inform
operators when unintended system changes occur and (ii) make classifier updates more …

Robbert-2022: Updating a dutch language model to account for evolving language use

P Delobelle, T Winters, B Berendt - arxiv preprint arxiv:2211.08192, 2022 - arxiv.org
Large transformer-based language models, eg BERT and GPT-3, outperform previous
architectures on most natural language processing tasks. Such language models are first …

Towards optimizing the execution of spark scientific workflows using machine learning‐based parameter tuning

D de Oliveira, F Porto, C Boeres… - Concurrency and …, 2021 - Wiley Online Library
In the last few years, Apache Spark has become a de facto the standard framework for big
data systems on both industry and academy projects. Spark is used to execute compute‐and …

Obtaining and using a distributed representation of concepts as vectors

TK Ho, LA Lastras-Montano, O Shmueli - US Patent 11,017,301, 2021 - Google Patents
An approach is provided for automatically generating and processing concept vectors by
extracting concept sequences from one or more content sources and generating first …

Multi-domain and explainable prediction of changes in web vocabularies

A Meroño-Peñuela, R Pernisch, C Guéret… - Proceedings of the 11th …, 2021 - dl.acm.org
Web vocabularies (WV) have become a fundamental tool for structuring Web data: over 10
million sites use structured data formats and ontologies to markup content. Maintaining …

[PDF][PDF] Journal of Industrial Information Integration

A Schlemitz, V Mezhuyev - Journal of Industrial Information …, 2024 - epub.fh-joanneum.at
The world of smart manufacturing is continuously evolving. Since the introduction of the term
“Industry 4.0” by the German government in the year 2011, different terms, technologies and …

[PDF][PDF] Linked humanities data: The next frontier? A case-study in historical census data

A Meroño-Peñuela, A Ashkpour, L Rietveld… - Proceedings of the …, 2013 - pure.knaw.nl
This paper discusses the use of Linked Data to harmonize the Dutch censuses (1795-1971).
Due to the long period they cover, census data is notoriously difficult to compare, aggregate …

Semantic web for the humanities

A Meroño-Peñuela - The Semantic Web: Semantics and Big Data: 10th …, 2013 - Springer
Researchers have been interested recently in publishing and linking Humanities datasets
following Linked Data principles. This has given rise to some issues that complicate the …

[PDF][PDF] Detecting and reporting extensional concept drift in statistical linked data

A Meroño-Peñuela, C Guéret, R Hoekstra… - Proceedings of the 1st …, 2013 - pure.knaw.nl
The RDF Data Cube vocabulary is a catalyst for the availability of statistical Linked Data: raw
statistical Linked Data are easy to model in, publish to, and retrieve from the Linked Data …