| Vol-2842 urn:nbn:de:0074-2842-0 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 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).

# YRID-2020
International Workshop on Data Mining and Knowledge Engineering

### Proceedings of the International Workshop on Data Mining and Knowledge Engineering

### Stavropol, Russia, October 15-16, 2020

Edited by

### Massimo Mecella *
Anna Fensel **
Maria Lapina ***

* Universitá di Roma, Rome, Italy
** University of Innsbruck, Insbruck, Austria
*** North-Caucasus Federal University, Stavropol, Russia

## Table of Contents

- Preface
  There were 62 papers submitted for peer-review to this workshop. Out of these, 17 papers were accepted for presentation.

### Invited Talks

- Protected Group Control System for Mobile Robots
  Elena Basan, Maria Lapina, Massimo Mecella

### Acceped pappers

- The Development of the Information System for Anomality Detection in the Utility Meters Data Using Self-Organized Maps
  Ivan Azarov, Roman Voronkin, Ilya Chaika, Alena Lyurova, Michail Kotlov
- Modeling of the Patients Cognitive Status Based on Fuzzy Clustering of Psychometric and Neurobiological Data
  Tatiana Avdeenko, Ekaterina Kirianova, Olga Razumnikova, Irina Tarasova, Olga Trubnikova
- The Quantum Version of Random Forest Model for Binary Classification Problem
  Kamil Khadiev, Liliya Safina
- Analysis of the Intelligibility of Phonemes at Different Mid-frequency Intervals
  Anton Konev, Evgeny Kostyuchenko, Alexander Shelupanov, Evgeny Choynzonov, Andrey Nikolenko
- About Cloud Storage Systems Survivability
  Nikolay Kucherov, Inna Dvoryaninova, Mikhail Babenko, Natalia Sotnikova, Nguyen Viet Hung
- Age Determination of the Social Media Post's Author Using Deep Neural Networks and Facial Processing Models
  Aleksandr Romanov, Anna Kurtukova, Artem Sobolev, Anastasia Fedotova
- The Regression Analysis of the Data to Determine the Buffer Size when Serving a Self-similar Packets Flow
  Gennadiy Linets, Roman Voronkin, Svetlana Govorova, Ilya Palkanov, Carlos Grilo
- Designing of Information System for Semantic Analysis and Classification of Issues in Service Desk System
  Ksenia Lokhacheva, Denis Parfenov, Maria Lapina
- Using a Logical Derivative to Determine the Information Content of Object Properties in Speech Recognition Tasks
  Larisa Lyutikova
- Classical and Quantum Improvements of Generic Decision Tree Constructing Algorithm for Classification Problem
  Kamil Khadiev, Ilnaz Mannapov, Liliya Safina
- Development of Algorithmic Solutions for Solving the Problem of Identifying Network Attacks Based on Adaptive Neuro-fuzzy Networks ANFIS
  Denis Parfenov, Lubov Zabrodina, Irina Bolodurina, Anton Parfenov
- Manual and Automated Labeling of Web User Interfaces for User Behavior Models
  Anna Stepanova, Maxim Bakaev
- Stay Some More and Buy? Modeling the Effects of Visit Time on Online Shopping Purchases
  Valerii Sychev, Maxim Bakaev
- Research of the Effectiveness of Methods for Missing Data Imputation for Assessing the Impact of Intellectual and Personal Components on the Academic Performance of Students
  Anastasiia Timofeeva, Tatiana Avdeenko, Olga Razumnikova, Yulia Andrusenko
- Clustering of Social Network Data by Means of Kohonen Neural Networks
  Galim Vakhitov, Zulfira Enikeeva, Pavel Ustin, Nagim Davletshin
- Data Recovery Algorithms Based on the Nearest Neighbor Method for Predicting Traffic Flows
  Arthur Zhigalov, Irina Bolodurina, Lubov Zabrodina
- Information Security Threats of Wireless "Smart" Utility Metering Systems
  Aleksandr Zhuk, Dmitrii Orel, Anna Vanina, Tatiana Minkina

2021-03-24: submitted by Massimo Mecella, metadata incl. bibliographic data published under Creative Commons CC0
2021-03-26: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|