Author Archives: root

News coverage of our publication: Identifying Combinatorial Biomarkers by Association Rule Mining in the CAMD Alzheimer’s Database

Radio report, broadcasted on August 29, 2017 in the “Szigma” magazine of Inforadio:

Media reflections to our publication: Brain Size Bias Compensated Graph-Theoretical Parameters are Also Better in Women’s Structural Connectome

Television report, broadcasted on June 9, 2017 on the first channel of the Hungarian Television, in the “Minden Tudás” magazine:

Near Perfect Protein Multi-Label Classification with Deep Neural Networks

Our new paper “Near Perfect Protein Multi-Label Classification with Deep Neural Networks” was published on arxiv.org on 30 Mar 2017.

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 classification problems. Here we present two new ANNs with multi-label classification ability, showing impressive accuracy when classifying protein sequences into 698 UniProt families (AUC=99.99%) and 983 Gene Ontology classes (AUC=99.45%).

See the article here: https://arxiv.org/abs/1703.10663

 

News coverage of our publication The “Giant Virus Finder” Discovers an Abundance of Giant Viruses in the Antarctic Dry Valleys

A 25-minute television report and a talk, first aired on June 3, 2017 on “Mindenki Akadémiája” on the Hungarian Television, on this result:

 

Recent publications of our group

  • Csaba Kerepesi, Vince Grolmusz: The “Giant Virus Finder” Discovers an Abundance of Giant Viruses in the Antarctic Dry Valleys,  Archives of Virology (2017)  http://dx.doi.org/10.1007/s00705-017-3286-4  [impact factor: 2.255]
  • Csaba Kerepesi, Judit E Szabó, Veronika Papp-Kádár, Orsolya Dobay, Dóra Szabó, Vince Grolmusz, Beata G Vertessy: Life without dUTPase, Frontiers in Microbiology, DOI: http://dx.doi.org/10.3389/fmicb.2016.01768 (2016) [impact factor: 4.165]
  • Balázs Szalkai, Csaba Kerepesi, Bálint Varga, Vince Grolmusz: Parameterizable Consensus Connectomes from the Human Connectome Project: The Budapest Reference Connectome Server v3.0, Cognitive Neurodynamics, (2016) http://dx.doi.org/10.1007/s11571-016-9407-z [impact factor: 2.159]
  • Csaba Kerepesi, Balázs Szalkai, Bálint Varga, Vince Grolmusz: How to Direct the Edges of the Connectomes: Dynamics of the Consensus Connectomes and the Development of the Connections in the Human Brain, PLoS One 11(6): e0158680. http://dx.doi.org/10.1371/journal.pone.0158680, June 30, 2016 [impact factor: 3.057]
  • Balázs Szalkai, Vince Grolmusz: Significant Differences Found in Short Nucleotide Sequences of Human Intestinal Metagenomes of Northern-European and Chinese Origin, Biochimica et Biophysica Acta (BBA) – General Subjects, Available online 21 June 2016. [impact factor: 5.083]
  • Gábor Iván, Dániel Bánky, Vince Grolmusz: Fast and Exact Sequence Alignment with the Smith-Waterman Algorithm: The SwissAlign Webserver; Gene Reports, Vol. 4, September 2016, pages 26-28. http://dx.doi.org/10.1016/j.genrep.2016.02.004