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Dive into the research topics where Michael Cochez is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Vision Transformer network for optical overlay metrology on semiconductor wafers
de Wolf, L., Lipp, M., Cochez, M., denBoef, A. & Amitonova, L. V., 1 Mar 2026, In: APL Machine Learning. 4, 1, p. 1-9 9 p., 016101.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access -
Bias by Design: Diversity Quantification to Mitigate Structural Bias Effects in AIG Logic Optimization
Gardner, I. V., Walter, M., Miyasaka, Y., Wille, R. & Cochez, M., 2025, 2025 Design, Automation and Test in Europe Conference (DATE): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (Proceedings -Design, Automation and Test in Europe (DATE)).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Downloads (Pure) -
Do Graph Neural Network States Contain Graph Properties?
Pelletreau-Duris, T., van Bakel, R. & Cochez, M., 2025, In: Proceedings of Machine Learning Research. 284, p. 1-37 37 p.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access -
Geometric Relational Embeddings: Progress and Prospects
Xiong, B., Nayyeri, M., Jin, M., He, Y., Cochez, M., Pan, S. & Staab, S., 2025, Handbook on Neurosymbolic AI and Knowledge Graphs. Hitzler, P., Dalal, A., Mahdavinejad, M. S. & Norouzi, S. S. (eds.). IOS Press, p. 213-229 27 p. (Frontiers in Artificial Intelligence and Applications; vol. 400).Research output: Chapter in Book / Report / Conference proceeding › Chapter › Academic › peer-review
Open AccessFile305 Downloads (Pure) -
Second International Workshop on Scaling Knowledge Graphs for Industry (SKGi) - LLMs meet KGs: Preface
Rincon-Yanez, D., Schmidt, W. J., Kharlamov, E., Cochez, M., Paschke, A. & O’Sullivan, D., 2025, SEMANTiCS-PDWT 2025 Posters, Demos, Workshops, and Tutorials at SEMANTiCS 2025: Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 21st International Conference on Semantic Systems co-located with 21st International Conference on Semantic Systems (SEMANTiCS 2025). Chaves-Fraga, D., Heibi, I., Garijo, D., Collarana, D., Salatino, A. & Vahdati, S. (eds.). CEUR-WS, p. 1-2 2 p. (CEUR Workshop Proceedings; vol. 4064).Research output: Chapter in Book / Report / Conference proceeding › Foreword/postscript › Academic
Open Access
Courses
Projects
- 1 Active
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Elsevier Discovery Lab.
van Harmelen, F. (Principal Investigator), Cochez, M. (Project Researcher), Daza, D. (Project Researcher) & Pernisch, R. (Project Researcher)
1/04/20 → 31/12/26
Project: Research
Datasets
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Dynamic Knowledge Graphs for Continual Learning of Embeddings
Wewer, C. (Contributor), Amador-Domínguez, E. (Contributor), Pernisch, R. (Contributor), Bloem, P. (Contributor) & Cochez, M. (Contributor), Zenodo, 2023
DOI: 10.5281/zenodo.7573896, https://zenodo.org/record/7573896
Dataset / Software: Dataset
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RDF2Vec DBpedia uniform embeddings
Ristoski, P. (Contributor) & Cochez, M. (Contributor), Zenodo, 2017
DOI: 10.5281/zenodo.1318146, https://zenodo.org/record/1318146
Dataset / Software: Dataset
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Inductive WN18RR and FB15k-237
Daza, D. (Creator), Cochez, M. (Creator) & Groth, P. (Creator), Zenodo, 2021
DOI: 10.5281/zenodo.4501273, https://zenodo.org/record/4501273
Dataset / Software: Dataset
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RDF2Vec DBpedia uniform embeddings
Cochez, M. (Contributor) & Ristoski, P. (Contributor), Zenodo, 19 Jun 2017
DOI: 10.5281/zenodo.1318146, https://zenodo.org/record/1318146
Dataset / Software: Dataset
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KGloVe DBpedia uniform embeddings
Ristoski, P. (Contributor) & Cochez, M. (Contributor), Zenodo, 2017
DOI: 10.5281/zenodo.1320148, https://zenodo.org/record/1320148
Dataset / Software: Dataset