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Software Engineering Perspectives in Intelligent Systems: Proceedings of 4th Computational Methods in Systems and Software 2020, Vol.2

✍ Scribed by Radek Silhavy, Petr Silhavy, Zdenka Prokopova


Publisher
Springer International Publishing;Springer
Year
2020
Tongue
English
Leaves
970
Series
Advances in Intelligent Systems and Computing 1295
Edition
1st ed.
Category
Library

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✦ Synopsis


This book constitutes the refereed proceedings of the 4th Computational Methods in Systems and Software 2020 (CoMeSySo 2020) proceedings. Software engineering, computer science and artificial intelligence are crucial topics for the research within an intelligent systems problem domain. The CoMeSySo 2020 conference is breaking the barriers, being held online. CoMeSySo 2020 intends to provide an international forum for the discussion of the latest high-quality research results.

✦ Table of Contents


Front Matter ....Pages i-xviii
Visualization of Semistructured Information in Organizing Processes of Management of Large Production Systems (Yury Polishchuk)....Pages 1-9
The Development of a Model of the Formation of Cybersecurity Outlines Based on Multi Criteria Optimization and Game Theory (V. A. Lakhno, D. Y. Kasatkin, A. I. Blozva, Valerii Kozlovskyi, Yuriy Balanyuk, Yuliia Boiko)....Pages 10-22
Measurement of Energy Efficiency Metrics of Data Centers. Case Study: Higher Education Institution of Barranquilla (Leonel Hernandez, Hugo Hernandez, Mario Orozco, Gabriel Piñeres, Jesus Garcia-Guiliany)....Pages 23-35
Model of Group Pursuit of a Single Target Based on Following Previously Predicted Trajectories (A. A. Dubanov)....Pages 36-49
The Method “cut cylinder” for Approximation Round and Cylindrical Shape Objects and Its Comparison with Other Methods (A. V. Vasilyev, G. B. Bolshakova, D. V. Goldstein)....Pages 50-58
Resource Allocation by the Inverse Function Method (Vitaliy Nikolaevich Tsygichko)....Pages 59-64
Economic Assessment of Investment for the Production of Construction Products, Using the Mathematical Model (D. A. Gercekovich, E. Yu. Gorbachevskaya, I. S. Shilnikova, O. V. Arkhipkin, Yu. A. Apalchuk)....Pages 65-71
Comparative Analysis of Approaches to Software Identification (K. I. Salakhutdinova, M. E. Sukhoparov, I. S. Lebedev, V. V. Semenov)....Pages 72-78
The Digital Random Signal Simulator (Oleg Chernoyarov, Alexey Glushkov, Vladimir Litvinenko, Yuliya Litvinenko, Kirill Melnikov)....Pages 79-93
Gradient Descent Method Based on the Multidimensional Voxel Images (Alexey Vyacheslavovich Tolok, Nataliya Borisovna Tolok)....Pages 94-103
Application of the Wald Sequential Procedure in Automatic Network Control with Distributed Generation (Ilyushin Pavel, Kulikov Aleksandr, Loskutov Anton)....Pages 104-120
Heterostructure Simulation for Optoelectronic Devices Efficiency Improvement (Oleg Rabinovich, Svetlana Podgornaya)....Pages 121-133
Multi-well Deconvolution for Well Test Interpretations (Ivan Vladimirovich Afanaskin)....Pages 134-147
Collaborative Filtering Recommendation Systems Algorithms, Strengths and Open Issues (Lefats’e Manamolela, Tranos Zuva, Martin Appiah)....Pages 148-163
A Computational Simulation of Steady Natural Convection in an H-Form Cavity (Mohamed Loukili, Kamila Kotrasova, Denys Dutykh)....Pages 164-177
Geometrical Modelling Applied on Particular Constrained Optimization Problems (Lilla Korenova, Renata Vagova, Tomas Barot, Radek Krpec)....Pages 178-188
The Mathematical Model for Express Analysis of the Oilfield Development Performance in Waterflooding (Ivan Vladimirovich Afanaskin)....Pages 189-203
Numerical Experiments for Stochastic Linear Equations of Higher Order Sobolev Type with White Noise (Jawad Kadhim Tahir)....Pages 204-214
Patterns in Navy Systems Using Autonomous Robotic Systems When Running Missions (Gennady P. Vinogradov, Igor A. Konyukhov, Kirill V. Kupriyanov)....Pages 215-229
Renewable Energy and Its Impact on GDP Growth Factors: Spatial Panel Data Analysis of Gross Fixed Capital Formation in Selected EU Countries (Tomáš Formánek)....Pages 230-242
A Method to Prove the Existence of a Similarity (Mahyuddin K. M. Nasution)....Pages 243-252
Parametric Methods and Algorithms of Volcano Image Processing (Sergey Korolev, Igor Urmanov, Aleksandr Kamaev, Olga Girina)....Pages 253-263
Interval Valued Markov Integrated Rhotrix Optimization Using Genetic Algorithm for Predictive Modeling in Weather Forecasting (G. Kavitha, Desai Manish, S. Krithika)....Pages 264-277
Association of Cardiovascular Events and Blood Pressure and Serum Lipoprotein Indicators Based on Functional Data Analysis as a Personalized Approach to the Diagnosis (N. G. Plekhova, V. A. Nevzorova, T. A. Brodskay, K. I. Shakhgeldyan, B. I. Geltser, L. G. Priseko et al.)....Pages 278-293
Identification of Similarities in Approaches to Paired Comparisons in Visual Arts Education (Milan Cieslar, Tomas Koudela, Gabriela Pienias, Tomas Barot)....Pages 294-303
Impact of Mobility on Performance of Distributed Max/Min-Consensus Algorithms (Martin Kenyeres, Jozef Kenyeres)....Pages 304-313
An Integrated Approach to Assessing the Risk of Malignant Neoplasms for Adults (Natalia V. Efimova)....Pages 314-321
State-of-Health Estimation of Lithium-Ion Batteries with Attention-Based Deep Learning (Shengmin Cui, Jisoo Shin, Hyehyun Woo, Seokjoon Hong, Inwhee Joe)....Pages 322-331
Model for Choosing Rational Investment Strategies, with the Partner’s Resource Data Being Uncertain (V. Lakhno, V. Malyukov, D. Kasatkin, G. Vlasova, P. Kravchuk, S. Kosenko)....Pages 332-341
Modified Method of Ant Colonies Application in Search for Rational Assignment of Employees to Tasks (Vladimir A. Sudakov, Yurii P. Titov)....Pages 342-348
Cognitive Maps of Knowledge Diagnosis as an Element of a Digital Educational Footprint and a Copyright Object (Uglev Viktor, Zakharin Kirill, Baryshev Ruslan)....Pages 349-357
Distributions of the Collision Times Between Two Atoms That Have Overcome the Potential Barrier on the Surface (Sergey Zheltov, Leonid Pletnev)....Pages 358-367
Graphical Method of Intellectual Simulation Models’ Analysis on the Basis of Technical Systems’ Testing Results (Olga Isaeva, Ludmila Nozhenkova, Nikita Kulyasov, Sergey Isaev)....Pages 368-376
On One Problem for Equation of Oscillator Motion with Viscoelastic Damping (Temirkhan Aleroev, Alexey Bormotov)....Pages 377-384
Addressing a Problem of Regional Socio-Economic System Control with Growth in the Social and Engineering Fields Using an Index Method for Building a Transitional Period (Karolina V. Ketova, E. A. Saburova)....Pages 385-396
Creating of Feature Dictionary Using Contour Analysis, Moments and Fourier Descriptors for Automated Microscopy (S. V. Chentsov, Inga G. Shelomentseva, N. V. Yakasova)....Pages 397-403
Applying an Integral Algorithm for the Evoked P300 Potential Recognition to the Brain-Computer Interface (S. N. Agapov, V. A. Bulanov, A. V. Zakharov, V. F. Pyatin)....Pages 404-412
Fractal Analysis of EEG Signals for Identification of Sleep-Wake Transition (A. V. Zakharov, S. S. Chaplygin)....Pages 413-420
Investigation of Robust Stability for Fractional-Order LTI Systems with Multilinear Structure of Ellipsoidal Parametric Uncertainty (Radek Matušů, Bilal Şenol)....Pages 421-429
Monitoring the Characteristics of Human Emotional Reactions Based on the Analysis of Attractors Reconstructed According to EEG Patterns (Konstantin V. Sidorov, Natalya I. Bodrina)....Pages 430-443
A Software Package for Monitoring Human Emotional Reactions and Cognitive Activity by Analyzing Biomedical Signals (Konstantin V. Sidorov, Natalya I. Bodrina)....Pages 444-459
Ergodicity and Consistency of Statistical Estimates of Poisson Flow Intensity and Stochastic Properties of Medianta (Gurami Tsitsiashvili)....Pages 460-466
Signature Detection and Identification Algorithm with CNN, Numpy and OpenCV (Zhanna S. Afanasyeva, Alexander D. Afanasyev)....Pages 467-479
Software for Structure Selection of an Artificial Neural Network to Control the Induction Soldering Process (Anton Milov, Vadim Tynchenko, Vladimir Bukhtoyarov, Valeriya Tynchenko, Vladislav Kukartsev)....Pages 480-490
Intelligent Real-Time Management of Agrotechnologies (I. M. Mikhailenko, V. N. Timoshin)....Pages 491-504
Applying Peltier Thermoelectric Coolers to Compensate Temperature Errors of the MEMS Used in UAVs (A. R. Bestugin, I. A. Kirshina, P. A. Okin, O. M. Filonov)....Pages 505-511
Context-Aware Smart-Contracts for Service Bundles (Tatiana Levashova, Michael Pashkin)....Pages 512-521
Method of Synthesis of the Information Model of the Judicial Decision Support System (L. E. Mistrov, A. V. Mishin)....Pages 522-530
Predictive Model of Energy Consumption of a Home (Michal Mrazek, Daniel Honc, Eleonora Riva Sanseverino, Gaetano Zizzo)....Pages 531-540
Features of Territorial Distribution of Population in Russia (Vsevolod V. Andreev)....Pages 541-553
Study of Development of the Largest Now Russian Cities Since the End of XIX Century to the Present Time (Vsevolod V. Andreev)....Pages 554-566
Numerical Optimization of the Galactomannan Sulfation Process with a Sulfamic Acid-Urea Complex (Aleksandr S. Kazachenko, Natalya Yu. Vasilyeva, Yuriy N. Malyar)....Pages 567-574
Handwritten Digit Recognition by Deep Learning for Automatic Entering of Academic Transcripts (Houssem Eddine Nouri)....Pages 575-584
Orchestration of Clusters of IoT Devices with Erlang (Jorge Coelho, Luís Nogueira)....Pages 585-594
Computational Complexity of Optimal Blocking of a Subset of Vertices in a Directed Graph (Gurami Tsitsiashvili, Marina Osipova, Alex Losev, Yuri Kharchenko)....Pages 595-600
Computational Analysis and Classification of Road Surface Using Naïve Bayes Classifiers (Aditya R. Moesya, P. H. Gunawan, Indwiarti)....Pages 601-611
A K-means Bat Algorithm Applied to the Knapsack Problem (Leonardo Pavez, Francisco Altimiras, Gabriel Villavicencio)....Pages 612-621
A K-means Bat Optimisation Algorithm Applied to the Set Covering Problem (Leonardo Pavez, Francisco Altimiras, Gabriel Villavicencio)....Pages 622-632
The Error Analysis for Enterprise Software Application Using Analytic Hierarchy Process and Supervised Learning: A Hybrid Approach on Root Cause Analysis (Hoo Meng Wong, Sagaya Sabestinal Amalathas)....Pages 633-643
Self-tuning Dichotomy and Bonuses for Renovation (Vladimir Tsyganov)....Pages 644-656
On the Question of Modifying Membership Functions (Nickolay Barchev, Vladimir Sudakov)....Pages 657-662
A Percentil Gravitational Search Algorithm an Aplication to the Set Covering Problem (Leonardo Pavez, Francisco Altimiras, Gabriel Villavicencio)....Pages 663-673
Principal Component Analysis Enhanced Multi-layer Perceptron for Multi-economic Indicators in Southern African Economic Prediction (Moses Olaifa, Tranos Zuva)....Pages 674-684
An Approach for Journal Summarization Using Clustering Based Micro-Summary Generation (Hammed A. Mojeed, Ummu Sanoh, Shakirat A. Salihu, Abdullateef O. Balogun, Amos O. Bajeh, Abimbola G. Akintola et al.)....Pages 685-699
EEG Recognition Based on Parallel Stacked Denoise Autoencoder and Convolutional Neural Network (Tao Xie, Desong Kong, Qing Liu, Zhenfu Yan, Xianlun Tang)....Pages 700-713
Personalized Automated Itineraries Generator for Tourism (Ki Ageng Satria Pamungkas, Dade Nurjanah)....Pages 714-727
Virtual Training Environments in a Printing Company (Pavel Pokorný, Michal Birošík)....Pages 728-738
Sentiment Analysis of Amazon Product Reviews (Steven Brownfield, Junxiu Zhou)....Pages 739-750
Attendance System with Face Recognition (Maulana Dimas Iffandi, Rangga Nata Adiningrat, Jeremia Rizki Pandapota, Jihad Fahri Ramadhan, Bayu Kanigoro, Edy Irwansyah)....Pages 751-757
Predicting the Result of a Cricket Match by Applying Data Mining Techniques (Fahim Ahmed Shakil, Abu Hasnat Abdullah, Sifat Momen, Nabeel Mohammed)....Pages 758-770
Clustering of Scientific Activity of Faculty Staff Based on the Results of Publication Activity (O. A. Zyateva, E. A. Pitukhin, M. P. Astafyeva)....Pages 771-778
Machine Learning and Metaheuristics can Collaborate: Image Classification Case Study (Alvaro Valderrama, Franklin Johnson, Carlos Valle)....Pages 779-787
CLIPS Utilization for Automation of Models’ Translation (Maxim Polenov, Artem Kurmaleev, Sergey Gushanskiy, Omar Correa Madrigal)....Pages 788-796
Mean-Variance Portfolio Optimization Under Parametric Uncertainty (Anna Andreevna Malakhova, Olga Valeryevna Starova, Svetlana Anatolyevna Yarkova, Albina Sergeevna Danilova, Marina Yuryevna Zdanovich, Dmitry Ivanovitch Kravtsov et al.)....Pages 797-812
Ontology Based Recommendation System for Predicting Cultivation and Harvesting Timings Using Support Vector Regression (Heba Osman, Nashwa El-Bendary, Essam El Fakharany, Mohamed El Emam)....Pages 813-824
New Metaheuristic for Priority Guillotine Bin Packing Problem with Incompatible Categories and Sequential Deformation (Voronov Vladimir, Peresunko Pavel, Videnin Sergey, Matyukhin Nikita, Masich Igor)....Pages 825-836
Modelling the Water Jet Trajectory of a Robotic Fire Monitor in the SimInTech Dynamic Modelling Environment (Irina Pozharkova)....Pages 837-844
Methodological Basics of Yoghurt Formula Development for the Far North Population (Marina Nikitina, Gennadiy Semenov, Irina Krasnova)....Pages 845-850
Improving MapReduce Process by Mobile Agents (Ahmed Amine Fariz, Jaafar Abouchabka, Najat Rafalia)....Pages 851-863
Industry 4.0 Visual Tools for Digital Twin System Design (V. A. Shakhnov, A. E. Kurnosenko, A. A. Demin, A. I. Vlasov)....Pages 864-875
Ontological Model for Risks Assessment of the Stages of a Smart-Technology for Predicting the “Structure-Property” Dependence of Drug Compounds (Galina Samigulina, Zarina Samigulina)....Pages 876-886
An Iterative Approach for Crowdsourced Semantic Labels Aggregation (Andrew Ponomarev)....Pages 887-894
Selection of the Most Informative Genes in the Task of Cancer Tumors Recognition Based on the Gene Expression Profile (Alexey Kruzhalov, Andrey Philippovich)....Pages 895-909
Assessment of the Possibility of Reception Errors of Aperiodic Pseudo-Random Sequences in the Arranged Countermeasures (I. M. Azhmukhamedov, E. V. Melnikov)....Pages 910-918
Training and Application of Neural-Network Language Model for Ontology Population (Pavel Lomov, Marina Malozemova, Maxim Shishaev)....Pages 919-926
Skewness in Applied Analysis of Normality (Marek Vaclavik, Zuzana Sikorova, Tomas Barot)....Pages 927-937
Gradient-Based Algorithm for Parametric Optimization of Variable-Structure PI Controller When Using a Reference Model (V. V. Kulikov, N. N. Kutsyi, A. A. Podkorytov)....Pages 938-949
Back Matter ....Pages 951-954

✦ Subjects


Engineering; Computational Intelligence; Software Engineering


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