9 citations · 13 across the 5 of their papers we have counts for
5 papers
Can we detect harmony in artistic compositions? A machine learning approach
Adam Vandor, Marie van Vollenhoven, Gerhard Weiss +1
Harmony in visual compositions is a concept that cannot be defined or easily expressed mathematically, even by humans. The goal of the research described in this paper was to find…
Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering
Dimitrios Rafailidis, Gerhard Weiss
Nowadays, users open multiple accounts on social media platforms and e-commerce sites, expressing their personal preferences on different domains. However, users' behaviors change…
A Neural Attention Model for Adaptive Learning of Social Friends' Preferences
Dimitrios Rafailidis, Gerhard Weiss
Social-based recommendation systems exploit the selections of friends to combat the data sparsity on user preferences, and improve the recommendation accuracy of the collaborative…
Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data
Gerasimos Spanakis, Gerhard Weiss, Anne Roefs
Ecological Momentary Assessment (EMA) data is organized in multiple levels (per-subject, per-day, etc.) and this particular structure should be taken into account in machine learni…
AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization
Gerasimos Spanakis, Gerhard Weiss
Self-Organizing Map (SOM) is a neural network model which is used to obtain a topology-preserving mapping from the (usually high dimensional) input/feature space to an output/map s…