Projecten per jaar
Persoonlijk profiel
Expertise
Digital Mathematics with specialty in Information Forensics and Security
- Fundamental Research: algebra (in particular group and ring theory), functional analysis (in particular fourier analysis, wavelets and other sparse representations)
- Strategic Research: discrete and continuous techniques for digital forensics (layout analysis, image quality assessment, distortion detection, authentication, traitor tracing, ...) & security (cryptography, watermarking, steganography, signal processing in the encrypted domain, ...)
- Applied Research Domains: data science (AI, machine learning), parsing of documents with complex layout, image processing for art investigation including cultural heritage, medical imaging, image/video processing for broadcasting, secure cloud and edge computing, privacy preserving technologies, quantum computing
Opleiding / Academische kwalificatie
Mathematics, PhD, Vrije Universiteit Brussel
Datum van toekenning: 23 mrt. 2004
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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IRP23: COMPASs 2.0 COMbinatie van interdisciplinaire Perspectieven op Artificiële intelligente Systemen: op weg naar artificiële intelligentie op mensenmaat in dynamische systemen en grote taalmodellen
Ginis, V. (Administrative Promotor), Nowe, A. (CoI (Co-Promotor)), Dooms, A. (CoI (Co-Promotor)), Jacobs, A. (CoI (Co-Promotor)) & Danckaert, J. (CoI (Co-Promotor))
1/11/24 → 31/10/29
Project: Fundamenteel
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BRGRD82: Joint R&D 2024: Invriezen van betrouwbare eicellen na screening met AI voor vrouwen in afwachting van kankerbehandeling
Lu, T. (Administrative Promotor) & Dooms, A. (CoI (Co-Promotor))
1/08/24 → 30/07/27
Project: Toegepast
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BASGO26: OZR Basisfinanciering voor Grote Onderzoeksgroepen - MADS
Dooms, A. (Administrative Promotor)
1/01/24 → 31/12/29
Project: Fundamenteel
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IOF3022: IOF GEAR: Artificial Intelligence Lab
Nowe, A. (Administrative Promotor), De Boer, B. (Co-Promoter), Bogaerts, B. (Co-Promoter), Beuls, K. (Co-Promoter), Loeckx, J. (Co-Promoter), Wiggins, G. (Co-Promoter), Lenaerts, T. (Co-Promoter), Vranken, W. (Co-Promoter), Libin, P. (Co-Promoter), Dooms, A. (Co-Promoter), Barbé, K. (Co-Promoter), Ginis, V. (Co-Promoter), Verboven, S. (Co-Promoter), Van Droogenbroeck, F. (Co-Promoter), Loeckx, J. (Mandataris), Schietgat, L. (Mandataris), Blondeel, M. (Mandataris), Balcaen, G. (Mandataris) & Yadav, N. (Mandataris)
1/01/22 → 31/12/26
Project: Toegepast
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FEDTWIN4: Naar een KBR Data Science Lab met gebruikmaking van kennis en data-gestuurde kunstmatige intelligentie voor digitalisering, informatica, iconografie en communicatie in de sector cultureel erfgoed
Dooms, A. (Administrative Promotor) & Lu, T. (PI (Promotor, Principal Investigator))
1/11/21 → 31/10/26
Project: Fundamenteel
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Efficient quantum algorithms to break group ring cryptosystems
Dooms, A. & Emerencia, C., feb. 2025, In: Journal of Information Security and Applications. 88, blz. 1-12 12 blz., 103923.Onderzoeksoutput: Article › peer review
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Computer implemented method for segmenting a binarized document
Dooms, A. (Uitvinder) & Lu, T. (Uitvinder), 2024, Octrooi Nr. US12100233BOnderzoeksoutput: Patent
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Table representation learning using heterogeneous graph embedding
Tchuitcheu, W. C., Lu, T. & Dooms, A., dec. 2024, In: Pattern Recognition. 156, 12 blz., 110734.Onderzoeksoutput: Article › peer review
Open AccessBestand5 Citaten (Scopus)6 Downloads (Pure) -
A Layout-informed Retrieval Augmented Generation Framework for Document-based Chat
Tchuitcheu, W. C., Lu, T. & Dooms, A., 16 okt. 2023.Onderzoeksoutput: Poster
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Shaping Post-Quantum Cryptography: The Hidden Subgroup and Shift Problems
Dooms, A., Emerencia, C. & Lemmens, A., 2023, In: IEEE BITS the Information Theory Magazine. 2, 3, blz. 49-60Onderzoeksoutput: Article › peer review
Open AccessBestand79 Downloads (Pure)
Prijzen
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Apple ARTS Laureate (Apple Research and Technology Support)
Dooms, A. (Recipient), 1 feb. 2010
Prijs: Prize (including medals and awards)
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ICDAR2019 Competition on Recognition of Documents with Complex Layouts
Lu, T. (Recipient) & Dooms, A. (Recipient), 23 sep. 2019
Prijs: Fellowship awarded competitively
Bestand -
Perceptual document image segmentation and comprehension
Tchuitcheu, W. C. (Recipient) & Dooms, A. (Recipient), 27 apr. 2021
Prijs: Prize (including medals and awards)
Bestand -
Prijs van de Faculteit Wetenschappen
Dooms, A. (Recipient), 7 jul. 2000
Prijs: Prize (including medals and awards)
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Activiteiten
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Flemish Tier-1 SuperComputing platform : Tier-1 Collaborative Grant Project
Tchuitcheu, W. C. (Recipient), Lu, T. (Supervisor) & Dooms, A. (Supervisor)
10 jul. 2023 → 31 mrt. 2024Activiteit: Written proposal
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Zelmanov's mathematical seminar
Vendramin, C. L. (Chair) & Dooms, A. (Chair)
2 jun. 2023Activiteit: Participating in or organizing an event at an external academic organisation
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Secure high-speed key distribution using chaotic opto-electronic feedback systems
BöHM, F. (Speaker), Dooms, A. (Contributor), Verschaffelt, G. (Contributor) & Van Der Sande, G. (Contributor)
15 nov. 2018 → 16 nov. 2018Activiteit: Talk or presentation at a conference
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Multimedia Security and Applications (Evenement)
Fodor, G. (Presenter), Dooms, A. (Supervisor) & Signer, B. (Jury)
2018Activiteit: Member of PhD committee
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Cryptography for peer-to-peer online social media
De Smet, R. (Speaker), Dooms, A. (Contributor), Braeken, A. (Contributor) & Pierson, J. (Contributor)
12 nov. 2018Activiteit: Talk or presentation at a workshop/seminar
Bestand
Knipsels
Scriptie
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De eenhedengroep van een gehele groepring
Dooms, A. ((PhD) Student) & Jespers, E. (Promotor), Jespers, E. (Promotor), 2000Scriptie/Masterproef: Master's Thesis
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Designing a reduced reference objective image quality metric under bandwidth con- straints of the side-channel
Dooms, A. (Promotor) & Castanera, C. ((PhD) Student), 15 sep. 2014Scriptie/Masterproef: Master's Thesis
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Visualization and analysis of Doppler radar data to detect rotations in super cells
Van Herreweghe, J. ((PhD) Student), Dooms, A. (Promotor), Schelkens, P. (Advisor) & Reyniers, M. (Advisor), 2013Scriptie/Masterproef: Master's Thesis
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Watermarking for Digital Cinema: Feature-points and Tesselations
Dooms, A. (Promotor) & Bellen, W. ((PhD) Student), 30 jan. 2015Scriptie/Masterproef: Master's Thesis
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Watermarking in the Encrypted Domain
Dooms, A. (Promotor) & Terziev, S. ((PhD) Student), 30 okt. 2015Scriptie/Masterproef: Master's Thesis