Leveraging hierarchical language models for aspect-based sentiment analysis on financial data. - Matteo Lengkeek; Finn van der Knaap; Flavius Frasincar (Inf. Process. Manag., 2023)

Data Augmentation Using BERT-Based Models for Aspect-Based Sentiment Analysis. - Bron Hollander; Flavius Frasincar; Finn van der Knaap (ICWE, 2024)

Weakly-Supervised Left-Center-Right Context-Aware Aspect Category and Sentiment Classification. - Gonem Lau; Flavius Frasincar; Finn van der Knaap (ICWE, 2024)

Explaining a Deep Learning Model for Aspect-Based Sentiment Analysis Using SHAP. - Kelvin Z. Yeung; Flavius Frasincar; Finn van der Knaap (WISE (1), 2024)

Bayes goes big: Distributed MCMC and the drivers of E-commerce conversion. - Bastiaan C. Dunn; Flavius Frasincar; Vladyslav Matsiiako; David Boekestijn; Finn van der Knaap (Expert Syst. Appl., 2024)

Local interpretation of deep learning models for Aspect-Based Sentiment Analysis. - Stefan Lam; Yin Liu; Max Broers; Jasper van der Vos; Flavius Frasincar; David Boekestijn; Finn van der Knaap (Eng. Appl. Artif. Intell., 2025)

Weakly-supervised sentence-based aspect category and sentiment classification. - Olaf Wallaart; Flavius Frasincar; Finn van der Knaap (Knowl. Based Syst., 2025)