| Vol-2478 urn:nbn:de:0074-2478-8 Copyright © 2019 for the individual papers by the papers' authors. Copyright © 2019 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# MACSPro 2019
Modeling and Analysis of Complex Systems and Processes 2019

### Proceedings of the MACSPro Workshop 2019

### Vienna, Austria, March 21-23, 2019.

Edited by

### Irina Lomazova *
Anna Kalenkova *
Rostislav Yavorsky **

* National Research University Higher School of Economics, Faculty of Computer Science, 109028 Moscow, Russian Federation
** Surgut State University, 628412 Surgut, Russian Federation

## Table of Contents

- The Number of Topics Optimization: Clustering Approach 1-15
  Fedor Krasnov, Anastasiia Sen
- Blockchain Cohomology 16-27
  Wyatt Meldman-Floch
- Propaganda Battle with Two-Component Agenda 28-38
  Alexander Petrov, Olga Proncheva
- Analysis of the Characteristics and Causes of Underestimated Bug Reports 39-50
  Anna Gromova
- Efficient Comparison of Process Models using Tabu Search Algorithm 51-61
  Andrey Skobtsov, Anna Kalenkova
- Asynchronous Interaction Patterns for Mining Multi-Agent System Models from Event Logs 62-73
  Roman Nesterov, Irina Lomazova
- Model-Driven Methods to Design of Reliable Multiagent Cyber-Physical Systems 74-91
  Sergey Staroletov, Nikolay Shilov, Vladimir Zyubin, Tatiana Liakh, Andrei Rozov, Ivan Konyukhov, Innokenty Shilov, Thomas Baar, Horst Schulte
- Towards a Formal Modelling of Order-driven Trading Systems using Petri Nets: A Multi-Agent Approach 92-103
  Julio Carrasquel, Irina Lomazova, Iosif Itkin
- Overview of Applications of Passive Testing Techniques 104-115
  Iosif Itkin, Rostislav Yavorskiy
- Identification of Unusual Wallets on Ethereum Platform 116-126
  Mikhail Petrov
- Self-Organized Criticality on Self-Similar Lattice: Exponential Time Distribution between Extremes 127-138
  Dayana Mukhametshina, Alexsander Shapoval, Mikhail Shnirman
- Machine Learning Applications for Genomic Pattern Recognition Problem 139-148
  Elen Tevanyan, Maria Poptsova
- Harnessing the Complexity of Mobile Network Data with Smart Monitoring 149-161
  Aleksandr Suleykin, Peter Panfilov
- Investigation of Temperament Characteristics Influencing the Academic Achievement of First-year University Students 162-176
  Elena Shadrina, Olga Oshmarina, Marianna Korenkova, Galina Zalesskaya

### Short Papers

- Multilabel Classification for Inflow Profile Monitoring 177-184
  Dmitry Ignatov, Pavel Spesivtsev, Dmitry Kurgansky, Ivan Vrabie, Svyatoslav Elizarov, Vladimir Zyuzin
- Modeling of Necessity Entrepreneurship via General Equilibrium Approach 185-190
  Maria Fomenko, Alexander Shapoval
- Media Placement: Using Sentiment Analysis in Brand Reputation Maintaining 191-196
  Dmitry Kuznetsov, Ilya Gavrilov, Nikita Benkovich, Tatyana Charnetskaya, Rostislav Yavorskiy

2019-10-22: submitted by Anna Kalenkova, metadata incl. bibliographic data published under Creative Commons CC0
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