Network Algorithms, Data Mining, and Applications

Part I: Network algorithms.- Obaid, H. B. and Trafalis, T: Fairness in Resource Allocation: Foundation and Applications.- Ignatov, D., Ivanova, P., Zamaletdinova, A. and Prokopyev, O: Searching for Maximum Quasi-Bicliques with Mixed Integer Programming.- Miasnikof, P., Pitsoulis, L., Bonner, A. J., Lawryshyn, Y. and Pardalos, P. M: Graph Clustering Via Intra-Cluster Density Maximization.- Shvydun, S.: Computational Complexity of SRIC and LRIC indices.- Sifaleras, A. and Konstantaras, I: A survey on variable neighborhood search methods for supply network inventory.- Part II: Network Data Mining.- Ananyeva, M. and Makarov, I: GSM: Inductive Learning on Dynamic Graph Embeddings.- Averchenkova, A., Akhmetzyanova, A., Sudarikov, K., Sulimov, P., Makarov I. and Zhukov, L. E: Collaborator Recommender System based on Co-authorship Network Analysis.- Demochkin, K. and Savchenko, A: User Preference Prediction in a Set of Photos based on Neural Aggregation Network.- Makrushin , S.: Network structure and scheme analysis of the Russian language segment of Wikipedia.- Meshcheryakova, N., Shvydun, S. and Aleskerov, F: Indirect Influence Assessment in the Context of Retail Food Network.- Sokolova, A. D. and Savchenko, A. V: Facial clustering in video data using deep convolutional neural networks.- Part III: Network Applications.- Egamov, A.: The existence and uniqueness theorem for initial-boundary value problem of the same class of integro-differential PDEs.- Gradoselskaya, G., Karpov, I. and Shcheglova, T: Mapping of politically active groups on social networks of Russian regions (on the example of Karachay-Cherkessia Republic).- Mikhailova, O., Gradoselskaya, G. and Kharlamov, A: Social Mechanisms of the Subject Area Formation. The Case of Digital Economy.- Shcheglova, T., Gradoselskaya, G. and Karpov, I: Methodology for measuring polarization of political discourse: case of comparing oppositional and patriotic discourse in online social networks.- Zaytsev, D., Khvatsky, G., Talovsky, N. and Kuskova, V: Network Analysis Methodology of Policy Actors Identification and Power Evaluation (the case of the Unified State Exam introduction in Russia).