563 citations · 1.3k across the 16 of their papers we have counts for
4 papers · 1 filter
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks
Ali Oskooei, Jannis Born, Matteo Manica +3
We present a novel approach for the prediction of anticancer compound sensitivity by means of multi-modal attention-based neural networks (PaccMann). In our approach, we integrate…
Free sequences in P(ω)/fin
David Chodounský, Vera Fischer, Jan Grebík
We investigate maximal free sequences in the Boolean algebra , as defined by D. Monk. We provide some information on the general structure of these obj…
PIMKL: Pathway Induced Multiple Kernel Learning
Matteo Manica, Joris Cadow, Roland Mathis +1
Reliable identification of molecular biomarkers is essential for accurate patient stratification. While state-of-the-art machine learning approaches for sample classification conti…
INtERAcT: Interaction Network Inference from Vector Representations of Words
Matteo Manica, Roland Mathis, María Rodríguez Martínez
In recent years, the number of biomedical publications has steadfastly grown, resulting in a rich source of untapped new knowledge. Most biomedical facts are however not readily av…