Empirical Prediction Algorithm. - Nikolay G. Zagoruiko (IJCAI, 1975)

22 Inference and data tables with missing values. - Nikolay G. Zagoruiko; V. N. Yolkina (Classification, Pattern Recognition and Reduction of Dimensionality, 1982)

Auditory perception and speech recognition. - V. G. Lebedev; Nikolay G. Zagoruiko (Speech Commun., 1985)

Expert Systems and Pattern Recognition. - Nikolay G. Zagoruiko (Int. J. Pattern Recognit. Artif. Intell., 1989)

Data and Knowledge Mining in Multi-agents systems. - Nikolay G. Zagoruiko (CEEMAS, 1999)

Decision Making Processes in Multi-agent Systems. - Nikolay G. Zagoruiko; Yuriy I. Zhuravlev (CEEMAS, 1999)

Natural Classification and Systematisation Methods. - Irina Borisova; A. Zagoruiko; Nikolay G. Zagoruiko (Automation, Control, and Information Technology, 2005)

Selection of more than one gene at a time for cancer prediction from gene expression data. - Oleg Okun; Nikolay G. Zagoruiko; Alexessander Alves; Olga Kutnenko; Irina Borisova (ESANN, 2006)

Use of the FRiS-Function for Taxonomy, Attribute Selection and Decision Rule Construction. - Irina Borisova; Vladimir Dyubanov; Olga Kutnenko; Nikolay G. Zagoruiko (KONT/KPP, 2007)

Problems in Constructing an Empirical Theory of Data Mining. - Nikolay G. Zagoruiko (KONT/KPP, 2007)

Measure of Similarity and Compactness in Competitive Space. - Nikolay G. Zagoruiko (IDA, 2009)

Attribute Selection Based on FRiS-Compactness. - Nikolay G. Zagoruiko; Irina Borisova; Vladimir Dyubanov; Olga Kutnenko (FSDM, 2010)