Marek Černý doctoral scholarship holder Research Marek Černý Research team ADReM Data Lab (ADReM) Sub‐quadratic graph neural networks: finding a good tradeoff between efficiency and expressivity. 01/10/2022 - 30/09/2026 Abstract This project situates itself in the area of graph learning, an in…

Floris Geerts professor Research Floris Geerts Research team ADReM Data Lab (ADReM) Expertise Development and study of advanced methods for data storage, cleaning, processing and querying of vast amounts of data. Sub‐quadratic graph neural networks: finding a good tradeoff between efficiency and e…

Ahmed Ahmed predoc mandaat FWO Publicaties Ahmed Ahmed CollabGAT : Collaborative Perception Using Graph Attention Network Bron IEEE access - ISSN 2169-3536-12 (2024) p. 142380-142393 Auteur(s) Ahmed N. Ahmed, Siegfried Mercelis, Ali Anwar Citatielink A joint perception scheme for connected vehicles …

Sarah Leyder predoc researcher FWO Research Sarah Leyder Research team Applied mathematics Robust Directed Acyclic Graph Learning for Causal Modeling. 01/11/2022 - 31/10/2026 Abstract Due to technological advances, the available amount of data has increased exponentially over the last decade. The fi…

Ahmed Ahmed predoc researcher FWO Research Ahmed Ahmed Research team Internet Data Lab (IDLab) Distributed multi-modal data fusion using graph-based deep learning for situational awareness in intelligent transport systems. 01/11/2021 - 31/10/2025 Abstract Reliability and accuracy are the two fundame…

Dirk Janssens emeritus occasional assignment Research Dirk Janssens Research team Antwerp Systems and software Modelling (AnSyMo) Expertise Formal Modelling of complex software systems. Concurrency in a machine model supporting multidimensional separation of concerns. 01/10/2012 - 30/09/2014 Abstrac…

Benny Van Houdt professor Education Benny Van Houdt 2024-2025 2023-2024 2022-2023 2024-2025 Computer Graphics Computer Graphics Course code: 1001WETCGR Bachelor of Computer Science Bachelor of Mathematics Data Structures and Graph Algorithms Data Structures and Graph Algorithms Course code: 1500WETD…

Mateusz Cedro doctoraatsbursaal Publicaties Mateusz Cedro GraphXAIN : narratives to explain graph neural networks Bron ArXiv, 2024,15 p. Auteur(s) Mateusz Cedro, David Martens Citatielink Meer van deze auteur Cookie-voorkeuren Strikt noodzakelijke cookies Ze zijn noodzakelijk voor de goede werking v…

Kasper Engelen mandaatassistent Publicaties Kasper Engelen Graph-based reductions for parametric and weighted MDPs Bron Lecture notes in computer science- () p. 137-157 Auteur(s) Kasper Engelen, Guillermo Alberto Pérez, Shrisha Rao Citatielink Meer van deze auteur Cookie-voorkeuren Strikt noodzakel…

Shrisha Rao doctoraatsbursaal Publicaties Shrisha Rao On continuous pushdown VASS in one dimension Bron LIPIcs : Leibniz International Proceedings in Informatics-311 (2024) p. 1-34 Auteur(s) Guillermo Alberto Pérez, Shrisha Rao Citatielink Graph-based reductions for parametric and weighted MDPs Bro…

Wei Wei doctoraatsbursaal Publicaties Wei Wei Benchmarking sensitivity of continual graph learning for skeleton-based action recognition Bron VISIGRAPP 2024 : proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, February 27…

Lynn D'eer academisch medewerker postdoc Publicaties Lynn D'eer Towards graph-based forecasting with attention for real-world restaurant sales Bron ... IEEE ... International Conference on Data Mining workshops- (2023) p. 560-569 Auteur(s) Henrique Duarte Moura, Leonid Kholkine, Lynn D' eer, Kevin M…

Jakob Raymaekers TT. asst. research professor Research Jakob Raymaekers Research team Applied mathematics Expertise My expertise: - Multivariate statistics - Robust statistics - Anomaly detection - Clustering - visualization - statistical machine learning Statistical learning under cellwise contamin…

Ahmed Ahmed predoc researcher FWO Publications Ahmed Ahmed CollabGAT : Collaborative Perception Using Graph Attention Network Source IEEE access - ISSN 2169-3536-12 (2024) p. 142380-142393 Author(s) Ahmed N. Ahmed, Siegfried Mercelis, Ali Anwar Citation link A joint perception scheme for connected v…

Adrem Data Lab search menu search content Bio-Informatics Significant Subgraph Miner The Significant Subgraph Miner (SSM) is an algorithm to find subgraphs in a single graph that are significantly associated with a set of vertices. It can handle a large variety of graph dataset types and vertex sele…

Henrique Duarte Moura onbezoldigd medewerker Publicaties Henrique Duarte Moura Performance of an end-to-end inventory demand forecasting pipeline using a federated data ecosystem Bron ITISE 2024 : proceedings of the 10th International Conference on Time Series and Forecasting, 15–17 July, 2024, Gr…

Dirk Janssens emeritus occasionele opdracht Onderzoek Dirk Janssens Onderzoeksgroep Antwerpen Systemen en software Modellering (AnSyMo) Expertise Formele modellering van complexe software systemen. Concurrency in een machine model met ondersteuning voor multi-dimensional separation of concerns. 01/1…

Medicinal Chemistry search menu search content Downloads All of our software tools have been made open source. This is a policy that we strictly adhere as we believe that sharing software and technology ultimately leads to higher quality and faster progress in science. Shape-it Shape-it is the shape…

Camilo Ignacio Gonzalez onbezoldigd medewerker Publicaties Camilo Ignacio Gonzalez Regulatory reforms, normative changes, and performance : evidence from the electricity sector in Latin America Bron Regulation & governance - ISSN 1748-5983-18:2 (202) p. 395-419 Auteur(s) Camilo Ignacio Gonzalez, Alk…

Siegfried Mercelis tenure track docent - gastprofessor externe fondsen Publicaties Siegfried Mercelis CollabGAT : Collaborative Perception Using Graph Attention Network Bron IEEE access - ISSN 2169-3536-12 (2024) p. 142380-142393 Auteur(s) Ahmed N. Ahmed, Siegfried Mercelis, Ali Anwar Citatielink Im…

Ali Anwar doctor assistent Publicaties Ali Anwar CollabGAT : Collaborative Perception Using Graph Attention Network Bron IEEE access - ISSN 2169-3536-12 (2024) p. 142380-142393 Auteur(s) Ahmed N. Ahmed, Siegfried Mercelis, Ali Anwar Citatielink LiDAR-BIND : multi-modal sensor fusion through shared l…

David Martens gewoon hoogleraar Publicaties David Martens GraphXAIN : narratives to explain graph neural networks Bron ArXiv, 2024,15 p. Auteur(s) Mateusz Cedro, David Martens Citatielink Tax disclosure : firms’ governance characteristics and utilization by tax authorities Bron Antwerp, University…

Glen Joris Publicaties Glen Joris Improving selection diversity using hybrid graph-based news recommenders Bron User modeling and user-adapted interaction - ISSN 0924-1868-34:4 (2024) p. 955-993 Auteur(s) Stefaan Vercoutere, Glen Joris, Toon De Pessemier, Luc Martens Citatielink Paying for news dive…

Jakob Struye onderzoeker Publicaties Jakob Struye Location optimization and resource allocation of IRS in a multi-user indoor mmWave VR network Bron IEEE Wireless Communications and Networking Conference : WCNC- (2024) p. 1-6 Auteur(s) Jalal Jalali, Maria Bustamante Madrid, Filip Lemic, Hina Tabassu…

Hans Vangheluwe gewoon hoogleraar Publicaties Hans Vangheluwe Operation-based versioning as a foundation for live executable models Bron Software and systems modeling - ISSN 1619-1366- (2024) p. Auteur(s) Joeri Exelmans, Ciprian Teodorov, Hans Vangheluwe Citatielink Proceedings of the 5th Summer Sch…