Adrem Data Lab search menu search content Adrem Data Lab About The Adrem Data Lab consists of four faculty members, 7 postdoctoral researchers and 21 doctoral students. The lab builds on a long standing and internationally strong reputation ranging from the theoretical foundations to the practical a…

Qualitative data analysis Qualitative Data Analysis Micro-credential Qualitative Data Analysis Micro-credential What? This micro credential introduces students into the basics of Qualitative Data Analysis. More specifically, the course starts by reviewing the basic principles of qualitative research…

Applied Data Mining search menu search content Software of Applied Data Mining Software packages and datasets available for download. ALPA AntMiner+ Big Bayes Customs Fraud Detection Data for Software Fault Prediction EDC Faster ROC-AUC (matlab) ICBD SW-transformation ALPA ALPA is a technique that c…

Applied Data Mining search menu search content News of Applied Data Mining Read a selection of news and blog posts. Yanou Ramon wins Best Paper Award at the Doctoral Day 27.10.2020 Explaining predictive models: the Evidence Counterfactual 12.06.2020 | Blogpost Yanou Ramon Data Science for Business i…

Applied Data Mining search menu search content Research of Applied Data Mining Our central research topic is the development and use of data mining techniques for a better decision making process. Research topics Publications People EPU Index Cookie prreferences Strictly necessary cookies They are n…

Applied Data Mining search menu search content Applied Data Mining Research Group The development and use of data mining techniques for a better decision making process The Applied Data Mining Research Group works on the development and use of data mining techniques for a better decision making proc…

Adrem Data Lab search menu search content Data Mining and Artificial Intelligence Effective and efficient location influence mining in location-based social networks Source Knowledge and information systems: an international journal - ISSN 0219-1377-61:1 (2019) p. 327-362 Author(s) Muhammad Aamir Sa…

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…

Improving Care And Research Electronic Data Trust Antwerp search menu search content Data providers iCAREdata collects all data of professionals working in primary care during out-of-hours (OOH). For several years, our Antwerp partners have already been involved in our scientific research. Cooperati…

Processing data Sensitive (personal) data Sensitive (personal) data are any information associated with a person that allows him or her to be identified, directly or indirectly. These data are part of the privacy and are confidential, and therefore they should be treated with the highest level of se…

Collecting data Types and formats Research generates different types (s) of data. An important question to ask is what type(s) of data you will produce during research to determine how you will capture and process the data. While actively working on your data, you should use a file format that best …

Applied Data Mining search menu search content EPU Index Belgian Economic Policy Uncertainty Data Mining The charts below show the daily, respectively monthly average number of news articles on economic policy uncertainty, published by Flemish newspapers. The news articles that refer to policy uncer…

Research Data Management (RDM) Research Data Management Data has always been central to the research. Since research data is a valuable asset, data management has been high on the agenda of governments, funders, and publishers in the context of Open Science. Good practices for managing research data…

Data Management Plan DMP What is a Data Management Plan (DMP)? A DMP is a requirement of most research funders. It is simply good research and scientific practice to consider how data will be managed before, during, and after research. A Data Management Plan (DMP) is a formal document that outlines …

FACSUA search menu search content Data analysis FlowJo FlowJo is a software package for analyzing flow cytometry data. Files produced by modern flow cytometers are written in the Flow Cytometry Standard format with an .fcs file extension. FlowJo will import and analyze cytometry data. In FlowJo, sam…

Adrem Data Lab search menu search content Expertise Bittremieux Wout Dr. Bittremieux's research deals with developing advanced machine learning techniques to uncover novel knowledge from mass spectrometry-based proteomics and metabolomics data. While his current research mainly focuses on how deep l…

Adrem Data Lab search menu search content Research Research mission Data, in all its forms and shapes, has been at the core of the Adrem Data Lab since its inception in 1979. Back then, the lab’s primary focus was on database management. Data mining and knowledge discovery followed soon after, bio…

Applied Data Mining search menu search content People Researchers and former researchers on Applied Data Mining Researchers Former Researchers Researchers David Martens Research Director Research Topic: Predictive data mining for marketing and finance Jellis Vanhoeyveld Research Topic: Data mining f…

Applied Data Mining search menu search content Vacancies at the Applied Data Mining research group Open postdoc and PhD position in Explainable AI Explainable AI is about explaining the decisions made by complex prediction models. At our research group, we pioneered the counterfactual explanation: w…

Adrem Data Lab search menu search content Topics Research topics Our goal is the continuation of our high standard of fundamental research and to stay at the forefront of our respective areas of expertise. Concretely, we aim at making fundamental contributions leading to a deeper theoretical underst…

Adrem Data Lab search menu search content NEWS “We werken aan digitale kaart van ons immuunsysteem” Award voor Kris Laukens die uitzoekt waarom iedereen anders op een virus reageert Prof. Kris Laukens (UAntwerpen) krijgt een onderscheiding van het Fonds voor Wetenschappelijk Onderzoek (FWO): hij…

Adrem Data Lab search menu search content Organisation Contact Adrem Data Lab Show email address Tel. +32 3 265 3309 Fax +32 3 265 3777 Campus Middelheim Middelheimlaan 1 2020 Antwerp, Belgium Cookie prreferences Strictly necessary cookies They are necessary for the proper functioning of the website…

Adrem Data Lab search menu search content Alumni Alumni in academia Dr. Nikolaj Tatti, Aalto University Dr. Jilles Vreeken, CISPA Helmholtz-Zentrum Prof. dr. Boris Čule, Tilburg University Prof. dr. ir. Jan Hidders,VUB Prof. dr. Emmanuel Müller, HPI, University of Potsdam Prof. dr. Paul De Bra, Ei…

Adrem Data Lab search menu search content Members Spokesperson Bart Goethals Member Charlotte Adams Fabio Affaticati Wout Bittremieux Juan Felipe Botero Vega Toon Calders Marek Černý Tamara Cucumides Faundez Wim Cuypers Noah Daniëls Joey De Pauw Nicky de Vrij Ceder Dens Marco Favier Len Feremans …

Adrem Data Lab search menu search content Publications Bioinformatics approaches to unravel hidden knowledge from mass spectrometry-based proteomics data Source Antwerp, University of Antwerp, Faculty of Science, Department of Computer Science, 2024,117 p. Author(s) Charlotte Adams, Wout Bittremieux…