Persoonlijk profiel
Speerpunten
Pattern recognition, machine learning, brain-inspired computing, computer vision, image processing, parallel processing.
Head of the research group Intelligent Systems: http://www.cs.rug.nl/is
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
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SDG 2 – Geen honger -
SDG 3 – Goede gezondheid en welzijn -
SDG 9 – Industrie, innovatie en infrastructuur -
SDG 11 – Duurzame steden en gemeenschappen -
SDG 16 – Vrede, rechtvaardigheid en sterke instellingen
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Advances in forecasting realized volatility: a review of methodologies
Leushuis, R. M. & Petkov, N., dec.-2026, In: Financial Innovation. 12, 1, 29 blz., 14.Onderzoeksoutput › peer review
Open AccessBestand6 Downloads (Pure) -
Machine learning methods on BioVid heat pain database for pain intensity estimation
Pittara, M., Anastasiou, A., Andreou, K., Matsangidou, M., Panayides, A., Petkov, N. & Pattichis, C. S., dec.-2025, In: Scientific Reports. 15, 17 blz., 38173.Onderzoeksoutput › Academic › peer review
Open AccessBestand1 Citaat (Scopus)4 Downloads (Pure) -
Forecasting Relative Returns for S&P 500 Stocks Using Machine Learning
Htun, H. H., Biehl, M. & Petkov, N., 20-apr.-2024, In: Financial Innovation. 10, 16 blz., 118.Onderzoeksoutput › Academic › peer review
Open AccessBestand35 Citaten (Scopus)483 Downloads (Pure) -
Regressing Transformers for Data-efficient Visual Place Recognition
Leyva-Vallina, M., Strisciuglio, N. & Petkov, N., 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. IEEE, blz. 15898-15904 7 blz. (Proceedings - IEEE International Conference on Robotics and Automation).Onderzoeksoutput › Academic › peer review
Open AccessBestand1 Citaat (Scopus)48 Downloads (Pure) -
Data-Efficient Large Scale Place Recognition with Graded Similarity Supervision
Leyva-Vallina, M., Strisciuglio, N. & Petkov, N., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, blz. 23487-23496 10 blz. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).Onderzoeksoutput › Academic › peer review
Open AccessBestand56 Citaten (Scopus)192 Downloads (Pure)
Activiteiten
- 2 Organising and contributing to an event
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Advances in Machine Learning
Petkov, N. (Organiser), Biehl, M. (Contributor), Bunte, K. (Contributor) & Cistolo Citton, O. (Contributor)
3-jul.-2023 → 8-jul.-2023Activiteit: Organising and contributing to an event › Academic
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Programme committee of I3A Workshop 2014
Petkov, N. (Member of scientific committee)
31-aug.-2014Activiteit: Organising and contributing to an event › Academic
Datasets
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Labelled Dataset of Retinal Images for Glaucoma detection
Guo, J. (Contributor), Azzopardi, G. (Contributor), Shi, C. (Contributor), Jansonius, N. (Contributor) & Petkov, N. (Contributor), University of Groningen, 1-sep.-2021
DOI: 10.34894/h2szso
Dataset
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EgoFoodPlaces: Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams
Martinez, E. T. (Contributor), Leyva Vallina, M. (Contributor), Radeva, P. (Contributor) & Petkov, N. (Contributor), 4TU.ResearchData, 10-sep.-2021
DOI: 10.4121/16592420.v1
Dataset
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EgoRoutine: Topic modelling for routine discovery from egocentric photo-streams
Talavera, E. (Contributor), Radeva, P. (Contributor) & Petkov, N. (Contributor), University of Groningen, 10-sep.-2021
DOI: 10.4121/16577627
Dataset
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Data for: TB-Places: A Data Set for Visual Place Recognition in Garden Environments
Leyva-Vallina, M. (Contributor), Strisciuglio, N. (Contributor), López Antequera, M. (Contributor), Tylecek, R. (Contributor), Blaich, M. (Contributor) & Petkov, N. (Contributor), DataverseNL, 23-mei-2022
DOI: 10.34894/vil0ev
Dataset
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UserratedPatch2021
Shi, C. (Contributor), Meijer, J. (Contributor), Azzopardi, G. (Contributor), Diercks, G. (Contributor), Guo, J. (Contributor) & Petkov, N. (Contributor), University of Groningen, 31-mei-2021
DOI: 10.34894/zjtlbb
Dataset
Knipsels
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University of Groningen: Finding the needles in a haystack of high-dimensional data sets | MarketScreener
Alsahaf, A., Azzopardi, G. & Petkov, N.
24/09/2021
1 item van Media-aandacht
Pers / media: Onderzoek › Popular
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Zoeken naar de naald in een hooiberg van hoogdimensionale data
Alsahaf, A., Azzopardi, G. & Petkov, N.
23/09/2021
1 item van Media-aandacht
Pers / media: Onderzoek › Popular
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Finding the needles in a haystack of high-dimensional data sets
Alsahaf, A., Azzopardi, G. & Petkov, N.
23/09/2021
3 items van Media-aandacht
Pers / media: Onderzoek › Popular
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Predicting the exact slaughter age in pigs
Alsahaf, A., Azzopardi, G., Ducro, B., Hanenberg, E., Veerkamp, R. & Petkov, N.
07/06/2019
1 item van Media-aandacht
Pers / media: Onderzoek › Academic
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New analysis allows accurate prediction of slaughter age
Alsahaf, A., Azzopardi, G., Ducro, B., Hanenberg, E., Veerkamp, R. & Petkov, N.
23/05/2019
1 item van Media-aandacht
Pers / media: Onderzoek › Academic
Prijzen
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Best Paper Award for "Unsupervised delineation of the vessel tree in retinal funds images"
Strisciuglio, N. (Recipient), Azzopardi, G. (Recipient) & Petkov, N. (Recipient), 2015
Prijs: Prize › Academic