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Gamified labeling for inclusive AI

Philippine Waisvisz (Onderzoeker); Amaryllis Lee (Student); Achraf Chahyd (Student)

Classifact White Paper

2023ICT & MediaAndersoortig materiaal

Optimization of an adverse outcome pathway network on chemical-induced cholestasis using an artificial intelligence-assisted data collection and confidence level quantification approach

Jonas van Ertvelde (Onderzoeker); Anouk Verhoeven (Onderzoeker); Amy Maerten (Onderzoeker); Axelle Cooreman (Onderzoeker); Bruna dos Santos Rodrigues (Onderzoeker); Julen Sanz-Serrano (Onderzoeker); Milos Mihajlovic (Onderzoeker); Ignacio Tripodi (Onderzoeker); Marc Teunis (Onderzoeker); Ramiro Jover (Onderzoeker); Thomas Luechtefeld (Onderzoeker); Tamara Vanhaecke (Onderzoeker); Jian Jang (Onderzoeker); Mathieu Vinken (Onderzoeker)

Background: Adverse outcome pathway (AOP) networks are versatile tools in toxicology and risk assessment that capture and visualize mechanisms driving toxicity originating from various data sources. They share a common structure consisting of a set of molecular initiating events and key events, connected …

2023GezondheidArtikel

Help! Which AI Should I Choose? - Work in Progress

Hennie Huijgens (Onderzoeker); Devrim Eskiyerli (Onderzoeker); Burcu Kör (Onderzoeker)

An extensive inventory of 137 Dutch SMEs regarding the most important considerations regarding the use of emerging digital technologies shows that the selection process is difficult. En trepreneurs wonder which AI application suits them best and what the added (innovative) value is and how they can implement …

2023Economie & ManagementConferentiebijdrage

I’M A.I. IMage Processing and Artificial Intelligence [Inaugurele rede]

Klaas Dijkstra

Brochure from the Inauguration of Klaas Dijkstra, professor Computer Vision and Data Science

2023ICT & MediaAndersoortig materiaal

Increasing the power and spectral efficiencies of an OFDM-based VLC system through multi-objective optimization

Da Silva Costa, Wesley; Camporez, Higor; Pontes, Maria; Segatto, Marcelo; Rocha, Helder; Silva, Jair; Hinrichs, Malte; Paraskevopoulos, Anagnostis; Jungnickel, Volker; Freund, Ronald

The nonlinearity induced by light-emitting diodes in visible light communication (VLC) systems presents a challenge to the parametrization of orthogonal frequency division multiplexing (OFDM). The goal of the multi-objective optimization problem presented in this study is to maximize the transmitted …

2023ICT & Media; …Artikel

An Audit Framework for Technical Assessment of Binary Classifiers

Bhaumik, Debarati (Faculteit Business En Economie (Fbe)); Dey, Diptish (Faculteit Business En Economie (Fbe)); Rocha, Ana Paula; Steels, Luc; van den Herik, Jaap

Multilevel models using logistic regression (MLogRM) and random forest models (RFM) are increasingly deployed in industry for the purpose of binary classification. The European Commission’s proposed Artificial Intelligence Act (AIA) necessitates, under certain conditions, that application of such models …

2023AlgemeenBoekdeel

Towards Responsible AI Code Development: A Six-Value Process Model for Junior and Novice AI Programmers

van Kersbergen, Rick (Faculteit Digitale Media En Creatieve Industrie (Fdmci)); Robben, Saskia (Lectoraat Digital Life)

This paper presents a comprehensive study on assisting new AI programmers in making responsible choices while programming. The research focused on developing a process model, incorporating design patterns, and utilizing an IDE-based extension to promote responsible Artificial Intelligence (AI) practices. …

2023AlgemeenConferentiebijdrage

Creating an environment to fight the fashion system: Fashion Tech Farm

Toeters, Marina; Feijs, Loe; Nachtigall, Troy (Lectoraat Fashion Research & Technology); Contrechoc, Beam; Bruns, Miguel; Chen, Lin-Lin; Colombo, Sara; Hu, Jun; Kyffin, Steven; Lim, Yihyun; Vieira, Ozcan; Raijmakers, E. Jeroen; Rampino, Lucia; Rodriguez Ramirez, Edgar; Steffen, Dagmar Johanna; Wong, Calvin

We describe here the design and implementation of the Fashion Tech Farm (FTF), which aims to drive sustainable innovation in garments and fashion. We describe our goals, design principles, and the implementation. The design principles are rooted in an understanding of the fashion system, open networks, …

2023AlgemeenBoekdeel

Evaluating AI-UAV Systems

Alharasees, Omar; Abdalla, Muftah S. M.; Kale, Utku (Lectoraat Aviation Engineering)

Artificial intelligence (AI) integration in Unmanned Aerial Vehicle (UAV) operations has significantly advanced the field through increased autonomy. However, evaluating the critical aspects of these operations remains a challenge. In order to address this, the current study proposes the use of a combination …

2023AlgemeenConferentiebijdrage

Human Factors in the Age of Autonomous UAVs

Alharasees, Omar; Adali, Osama H.; Kale, Utku (Lectoraat Aviation Engineering)

This research reviews the current literature on the impact of Artificial Intelligence (AI) in the operation of autonomous Unmanned Aerial Vehicles (UAVs). This paper examines three key aspects in developing the future of Unmanned Aircraft Systems (UAS) and UAV operations: (i) design, (ii) human factors, …

2023AlgemeenConferentiebijdrage

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