Generalized Monotone Iterative Methods for Second Order Boundary Value Problems. - I. H. West; Aghalaya S. Vatsala; Marina Sokol (Neural Parallel Sci. Comput., 2005)

Monte Carlo Methods for Top-k Personalized PageRank Lists and Name Disambiguation - Konstantin Avrachenkov; Nelly Litvak; Danil Nemirovsky; Elena Smirnova; Marina Sokol (CoRR, 2010)

Quick Detection of Top-k Personalized PageRank Lists. - Konstantin Avrachenkov; Nelly Litvak; Danil Nemirovsky; Elena Smirnova; Marina Sokol (WAW, 2011)

Classification of content and users in BitTorrent by semi-supervised learning methods. - Konstantin Avrachenkov; Paulo Gonçalves 001; Arnaud Legout; Marina Sokol (IWCMC, 2012)

Generalized Optimization Framework for Graph-based Semi-supervised Learning. - Marina Sokol; Konstantin Avrachenkov; Paulo Gonçalves 001; Alexey Mishenin (SDM, 2012)

On the Choice of Kernel and Labelled Data in Semi-supervised Learning Methods. - Konstantin Avrachenkov; Paulo Gonçalves 001; Marina Sokol (WAW, 2013)

Alpha Current Flow Betweenness Centrality. - Konstantin Avrachenkov; Nelly Litvak; Vasily Medyanikov; Marina Sokol (WAW, 2013)

Personalized PageRank with Node-Dependent Restart. - Konstantin Avrachenkov; Remco van der Hofstad; Marina Sokol (WAW, 2014)

Quick Detection of Nodes with Large Degrees. - Konstantin Avrachenkov; Nelly Litvak; Marina Sokol; Don Towsley (Internet Math., 2014)

Graph-based semi-supervised learning methods and quick detection of central nodes. (Méthodes d'apprentissage semi-supervisé basé sur les graphes et détection rapide des nœuds centraux). - Marina Sokol (2014)