51 citations · 119 across the 16 of their papers we have counts for
5 papers · 1 filter
MetaHMM: A Webserver for Identifying Novel Genes with Specified Functions in Metagenomic Samples
Balazs Szalkai, Vince Grolmusz
The fast and affordable sequencing of large clinical and environmental metagenomic datasets opens up new horizons in medical and biotechnological applications. It is believed that…
SCARF: A Biomedical Association Rule Finding Webserver
Balazs Szalkai, Vince Grolmusz
The analysis of enormous datasets with missing data entries is a standard task in biological and medical data processing. Large-scale, multi-institution clinical studies are the ty…
Comparing Advanced Graph-Theoretical Parameters of the Connectomes of the Lobes of the Human Brain
Balazs Szalkai, Balint Varga, Vince Grolmusz
Deep, classical graph-theoretical parameters, like the size of the minimum vertex cover, the chromatic number, or the eigengap of the adjacency matrix of the graph were studied wid…
SECLAF: A Webserver and Deep Neural Network Design Tool for Biological Sequence Classification
Balazs Szalkai, Vince Grolmusz
Artificial intelligence (AI) tools are gaining more and more ground each year in bioinformatics. Learning algorithms can be taught easily by using the existing enormous biological…
Near Perfect Protein Multi-Label Classification with Deep Neural Networks
Balazs Szalkai, Vince Grolmusz
Artificial neural networks (ANNs) have gained a well-deserved popularity among machine learning tools upon their recent successful applications in image- and sound processing and c…