On limited fan-in optimal neural networks. - Valeriu Beiu; Sorin Draghici; Hanna E. Makaruk (SBRN, 1997)

Deeper Sparsely Nets can be Optimal. - Valeriu Beiu; Hanna E. Makaruk (Neural Process. Lett., 1998)

Systematic Method for Path-Complete White Box Testing - Hanna E. Makaruk; Robert Owczarek; Nikita A. Sakhanenko (CoRR, 2005)

Understanding physics from interconnected data - Nikita A. Sakhanenko; Hanna E. Makaruk (CoRR, 2005)

Application of Support Vector Regression to Interpolation of Sparse Shock Physics Data Sets - Nikita A. Sakhanenko; George F. Luger; Hanna E. Makaruk; David B. Holtkamp (CoRR, 2006)

Hubs in Languages: Scale Free Networks of Synonyms - Hanna E. Makaruk; Robert Owczarek (CoRR, 2008)

Predictions and Diagnostics in Experimental Data Using Support Vector Regression. - Nikita A. Sakhanenko; George F. Luger; Hanna E. Makaruk; David B. Holtkamp (Int. J. Artif. Intell. Tools, 2009)