Aleksej Zelezniak

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 4

Top Topics

Biological Processes

Network Connectivity

Microarray Data

Protein Classification

Top Venues

Nat. Mach. Intell.

Publications

Donatas Repecka, Vykintas Jauniskis, Laurynas Karpus, Elzbieta Rembeza, Irmantas Rokaitis, Jan Zrimec, Simona Poviloniene, Audrius Laurynenas, Sandra Viknander, Wissam Abuajwa, Otto Savolainen, Rolandas Meskys, Martin K. M. Engqvist, Aleksej Zelezniak
Expanding functional protein sequence spaces using generative adversarial networks. Nat. Mach. Intell. 3 (4) (2021)
Jan Zrimec, Aleksej Zelezniak
Learning the regulatory grammar of DNA for gene expression engineering. BCB (2020)
Filip Buric, Jan Zrimec, Aleksej Zelezniak
Parallel Factor Analysis Enables Quantification and Identification of Highly Convolved Data-Independent-Acquired Protein Spectra. Patterns 1 (9) (2020)
Gang Li, Jan Zrimec, Boyang Ji, Jun Geng, Johan Larsbrink, Aleksej Zelezniak, Jens Nielsen, Martin K. M. Engqvist
Performance of regression models as a function of experiment noise. CoRR (2019)
Aleksej Zelezniak, Steven Sheridan, Kiran Raosaheb Patil
Contribution of Network Connectivity in Determining the Relationship between Gene Expression and Metabolite Concentration Changes. PLoS Comput. Biol. 10 (4) (2014)
Aleksej Zelezniak, Tune H. Pers, Simão Soares, Mary Elizabeth Patti, Kiran Raosaheb Patil
Metabolic Network Topology Reveals Transcriptional Regulatory Signatures of Type 2 Diabetes. PLoS Comput. Biol. 6 (4) (2010)