Advanced Local Feature Selection in Medical Diagnostics. - Seppo Puuronen; Alexey Tsymbal; Iryna Skrypnyk (CBMS, 2000)

Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. - Seppo Puuronen; Iryna Skrypnyk; Alexey Tsymbal (ADBIS, 2001)

Selection of Voice Features to Diagnose Hearing Impairments of Children. - Iryna Skrypnyk; Seppo Puuronen; Antony Grzanka; Agata Szkielkowska (CBMS, 2001)

Ensemble Feature Selection Based on the Contextual Merit. - Seppo Puuronen; Iryna Skrypnyk; Alexey Tsymbal (DaWaK, 2001)

Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. - Seppo Puuronen; Alexey Tsymbal; Iryna Skrypnyk (IDA, 2001)

Comparison of Feature Selection Strategies for Hearing Impairments Diagnostics. - Iryna Skrypnyk (CBMS, 2002)

Neural Networks for Analysing Rehabilitation of Hearing Impairments in Children via Voice Descriptors. - Iryna Skrypnyk (ICMLA, 2002)

Exploring classification heterogeneity with IPA. - Iryna Skrypnyk (ICMLA, 2004)

Scene Modelling, Recognition and Tracking with Invariant Image Features. - Iryna Skrypnyk; David G. Lowe (ISMAR, 2004)

Hyper-Rectangular and k-Nearest-Neighbor Models in Stochastic Discrimination. - Iryna Skrypnyk; Tin Kam Ho (DMIN, 2006)

Local Selective Partitioning for Heterogeneous Classification Problems. - Iryna Skrypnyk (DMIN, 2007)

Feature Weighting to Improve Class Discrimination in Subspaces. - Iryna Skrypnyk (DMIN, 2008)

Generation of Weak Models in Stochastic Discrimination. - Iryna Skrypnyk (DMIN, 2009)

Bi-Directional Subspace Decomposition in Classification. - Iryna Skrypnyk (DMIN, 2010)

Irrelevant Features, Class Separability, and Complexity of Classification Problems. - Iryna Skrypnyk (ICTAI, 2011)

Finding Survival Groups in SEER Lung Cancer Data. - Iryna Skrypnyk (ICMLA (2), 2012)

The KDD Cup 2019 Report. - Wenjun Zhou 001; Taposh Dutta Roy; Iryna Skrypnyk (SIGKDD Explor., 2020)