Applied Data Mining search menu search content Research topics The research topics include: Mobile Advertising Social Network Analysis Mining Behavioural Big Data Explaining Documents' Classification Rule Extraction Bigraph Social Networks Credit Scoring Swarm Intelligence for Data Mining Text Minin…

Adrem Data Lab search menu search content Data Mining and Artificial Intelligence Classification & Anomaly detection LCIF: Combining Instance and Feature neighbors for Efficient Multi-label Classification (by Len Feremans) PBAD: Pattern-Based Anomaly Detection in Mixed-Type Time Series (by Len Ferem…

Geert Molenberghs unpaid guest prof. Research Geert Molenberghs Research team A study of the impact of stopping rules on conventional estimation with probabilistic and approach theoretic techniques 01/10/2017 - 31/08/2020 Abstract In a sequential trial, the data collector is allowed to take intermed…

Len Feremans postdoc researcher FWO Research Len Feremans Research team ADReM Data Lab (ADReM) Expertise Development and study of advanced data mining and machine learning methods. In particular, we investigate: (i) new methods to efficiently discover interesting patterns in sequential data; (ii) ne…

Mozhgan Karimi onbezoldigd medewerker Publicaties Mozhgan Karimi Session-based news recommendation Bron Antwerp, University of Antwerp, Faculty of Science, 2025,x, 144 p. Auteur(s) Mozhgan Karimi, Bart Goethals Citatielink SessionPrint : accelerating kNN via locality-sensitive hashing for session-ba…

Jeffrey Cornelis onderwijscoördinator Publicaties Jeffrey Cornelis Krylov subspace methods as key building blocks for numerical linear algebra and optimization Bron Antwerp, University of Antwerp, 2022,xvii, 211 p. Auteur(s) Jeffrey Cornelis, Wim Vanroose, Siegfried Cools Citatielink Sequential Pro…

Wim Vanroose Publicaties Wim Vanroose ResQPASS : an algorithm for bounded variable linear least squares with asymptotic Krylov convergence Bron SIAM journal on scientific computing - ISSN 1064-8275-47:4 (2025) p. A2299-A2322 Auteur(s) Bas Symoens, Wim Vanroose Citatielink Efficient numerical approxi…

Vani Verma postdoc mandaat FWO Publicaties Vani Verma One-pot sequential hydroamination protocol for N-heterocycle synthesis : one method to access five different classes of tri-substituted pyridines Bron The journal of organic chemistry - ISSN 0022-3263-88:3 (2023) p. 1378-1384 Auteur(s) Vani Verma…

Len Feremans postdoc mandaat FWO Publicaties Len Feremans Sequential rule analysis of ICU patient vital signals and alarms Bron Lecture notes in computer science-16021 (2026) p. 55-70 Auteur(s) Michela Venturini, Len Feremans, Wouter De Corte, Celine Vens Citatielink MotiPlus and MotiSet : discoveri…

Manu De Backer docent Publicaties Manu De Backer Sustainability performance measurement : a preliminary classification framework of models and indicators Bron Business Process Management Workshops : BPM 2017 International Workshops, September 10-11, 2017, Barcelona, Spain / Teniente, Ernest [edit.];…

Filip Meersman onbezoldigd medewerker Publicaties Filip Meersman Nanomechanical properties of SSTSAA microcrystals are dominated by the inter-sheet packing Bron Philosophical transactions of the Royal Society : mathematical, physical and engineering sciences - ISSN 1364-503X-381:2259 (2023) p. 1-8 A…

Dirk Lanens senior valorisatiemanager Publicaties Dirk Lanens Complementary use of $T_{2}$-weighted and postcontrast $T_{1}$-and $T2^{*}$-weighted imaging to distinguish sites of reversible and irreversible brain damage in focal ischemic lesions in rat brain Bron Magnetic resonance imaging - ISSN 07…

Geert Molenberghs onbezoldigd gastprofessor Publicaties Geert Molenberghs Innovative approaches for vaccine trials as a key component of pandemic preparedness : a white paper Bron Infection - ISSN 0300-8126-52:6 (2024) p. 2135-2144 Auteur(s) Ullrich Bethe, Zoi D. Pana, Christian Drosten, Herman Goos…

Renato Lustosa Sobrinho onbezoldigd medewerker Publicaties Renato Lustosa Sobrinho Machine learning-based prediction of soybean plant height from agronomic traits across sequential harvests Bron AgriEngineering - ISSN 2624-7402-7:12 (2025) p. 1-23 Auteur(s) Bruno Rodrigues de Oliveira, Renato Lustos…

Lisa Van Linden predoc researcher FWO Research Lisa Van Linden Research team Functional Morphology Poor but prosperous: how island biota survive genetic impoverishment. 01/11/2022 - 31/10/2026 Abstract Although often genetically impoverished due to founder effects, inbreeding, genetic drift, and seq…

Antwerp Centre of Evolutionary Demography search menu search content Best Paper Award for Loren Pauwels Best Paper Award for Loren Pauwels Nov. 2015, 25th: Loren Pauwels won the best paper award of the Doctoral Day of the Faculty of Applied Economics of the University of Antwerp. Title of the Paper:…

Jeffrey Cornelis guest lecturer Publications Jeffrey Cornelis Krylov subspace methods as key building blocks for numerical linear algebra and optimization Source Antwerp, University of Antwerp, 2022,xvii, 211 p. Author(s) Jeffrey Cornelis, Wim Vanroose, Siegfried Cools Citation link Sequential Proje…

Wim Vanroose Publications Wim Vanroose ResQPASS : an algorithm for bounded variable linear least squares with asymptotic Krylov convergence Source SIAM journal on scientific computing - ISSN 1064-8275-47:4 (2025) p. A2299-A2322 Author(s) Bas Symoens, Wim Vanroose Citation link Efficient numerical ap…

Vani Verma postdoc researcher FWO Publications Vani Verma One-pot sequential hydroamination protocol for N-heterocycle synthesis : one method to access five different classes of tri-substituted pyridines Source The journal of organic chemistry - ISSN 0022-3263-88:3 (2023) p. 1378-1384 Author(s) Vani…

Manu De Backer assistant professor Publications Manu De Backer Sustainability performance measurement : a preliminary classification framework of models and indicators Source Business Process Management Workshops : BPM 2017 International Workshops, September 10-11, 2017, Barcelona, Spain / Teniente,…

Filip Meersman unpaid staff Publications Filip Meersman Nanomechanical properties of SSTSAA microcrystals are dominated by the inter-sheet packing Source Philosophical transactions of the Royal Society : mathematical, physical and engineering sciences - ISSN 1364-503X-381:2259 (2023) p. 1-8 Author(s…

Geert Molenberghs unpaid guest prof. Publications Geert Molenberghs Innovative approaches for vaccine trials as a key component of pandemic preparedness : a white paper Source Infection - ISSN 0300-8126-52:6 (2024) p. 2135-2144 Author(s) Ullrich Bethe, Zoi D. Pana, Christian Drosten, Herman Goossens…

Dirk Lanens senior valorization manager Publications Dirk Lanens Complementary use of $T_{2}$-weighted and postcontrast $T_{1}$-and $T2^{*}$-weighted imaging to distinguish sites of reversible and irreversible brain damage in focal ischemic lesions in rat brain Source Magnetic resonance imaging - IS…

DigiTax search menu search content Ethical constraints for new technologies Summary Exactly as humans, artificially intelligent algorithms may generalize in unacceptable ways and unintentionally discriminate certain groups. This sparks a call for deeply embedding ethical rules in data mining algorit…

Antwerp X-ray Imaging and Spectroscopy laboratory search menu search content Reflection mid-infrared scanning of paintings By means of macroscopic scanning reflection FTIR spectroscopy, it is possible to record highly specific distribution maps of organic and inorganic compounds from flat, macroscop…