Algorithms and Solutions Based on Computer Technology

Name: Algorithms and Solutions Based on Computer Technology | 5th Scientific International Online Conference Algorithms and Solutions based on Computer Technology (ASBC 2021)
Brand: Springer
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5th Scientific International Online Conference Algorithms and Solutions based on Computer Technology (ASBC 2021)

Carlos Jahn László Ungvári Igor Ilin(Herausgeber*in)

Springer (Verlag)

Erschienen am 3. Mai 2022

X, 401 Seiten

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978-3-030-93872-7 (ISBN)

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Inhalt

Intro
Preface
Contents
Mismatch-Resistant Intrusion Detection with Bioinspired Suffix Tree Algorithm
1 Introduction
2 Materials and Methods
2.1 Bioinformatics Algorithms for Genomic Sequences Matching
2.2 Suffix Tree Method for Mismatch-Resistant Intrusion Detection
3 Results
4 Discussion
5 Conclusions
References
Automatic Control Approach to the Cyber-Physical Systems Security Monitoring
1 Introduction
2 Materials and Methods
3 Results
3.1 Observability, Controllability and Identifiability of CPS in the Management of Information Security
3.2 Characteristics of the Security Monitoring System
3.3 Estimation of the CPS Security Monitoring Assessment
4 Discussion
5 Conclusions
References
Detection of Malicious Program for the Android Platform by Deep Training
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Algorithm for Predicting the Dynamics of Physical and Human Capital
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
References
Detection of Anomalies in IoT Systems by Neuroevolution Algorithms
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Implementing XGBoost Machine Learning Ensemble Algorithm to Predict Contact Pressure of Two 3D Bodies
1 Introduction
2 Materials and Methods
2.1 Contact Problem Numerical Solution with Ansys Mechanical
2.2 XGBoost Ensemble Method Implementation
3 Results and Discussion
4 Conclusions
References
On Cloud Solution to Improve Business Performance for Product Deliveries
1 Introduction
2 Materials and Methods
2.1 Related Literature
2.2 Case Study
3 Results
4 Conclusions
References
Algorithmizing the DDM Model for Predictability of Stock Returns
1 Introduction
2 Materials and Methods
2.1 DDM-Based Equity Returns Estimation Model
2.2 Forecasting Models for Key Financial Reporting Indicators
2.3 Sampling and Data
3 Results
3.1 Forecasted Returns
3.2 Predictive Accuracy Analysis
4 Conclusions
References
Mathematical Foundations Intellectually Coordination of Data for Group Expert Innovative Processes Evaluation Within the Framework of Scientific and Industrial Cooperation
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
References
Threshold Isogeny-Based Group Authentication Scheme
1 Introduction
2 Materials and Methods
3 Results
3.1 Parameter Generation
3.2 Key Generation and Distribution
3.3 Sign
3.4 Verify
4 Discussion
5 Conclusions
References
An Approach for the Robust Machine Learning Explanation Based on Imprecise Statistical Models
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Big Data Simulation for Demand Forecasting in Retail Logistics
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Developing and Investigation of Heterogeneous Distributed Reconfigurable Platforms for Supercomputing
1 Introduction
2 Materials and Methods
3 Results
3.1 The Proposed Architecture of Reconfigurable Heterogeneous Distributed HPC System
3.2 The Developed Reconfigurable Accelerator
3.3 The Objects of the Application Part of the Research
4 Discussion
5 Conclusions
References
Algorithms for Labour Income Share Forecasting: Detecting of Intersectoral Nonlinearity
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
Appendix 1. Estimation Example
Appendix 2. Intersectoral LS Forecasts
Appendix 3. Aggregate LS forecasts
References
Rationale for Information and Technological Support for the Enterprise Investment Management
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Tools for Modeling Heat Flows from Buildings in the Context of Digital Transformation of the Urban Environment
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Generalization, Weighing and Coordination of Group Expert Assessments When Making Management Decisions
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Formation of a Business Model for a Geographically Distributed Medical Organization
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Self-Organization of a Group of Drones in the Conditions of Absence of Data on the Exact Location
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
References
Smart Hospital Architecture: IT and Digital Aspects
1 Introduction
2 Materials and Methods
2.1 Johns Hopkins Hospital
2.2 Breakthrough R&D
2.3 SunCom Smart Clinic
3 Results
3.1 Integration of Digital Platforms in Medical Centers
3.2 Methodology for the Formation of an Integrated Architecture of a Medical Organization
4 Discussion
5 Conclusions
References
Models for Optimizing the Supply Volume in Conditions of Uncertainty in Demand, Taking into Account the Risks of Accrual of Penalties, Loss of Customers and Additional Costs
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
References
Thermodynamics of Computational Processes: "Oblique Sail" in the Sea of Computer Technology
1 Introduction
2 Materials and Methods
3 Results
3.1 Discreteness of Cognitive Perception
3.2 Algorithmic Efficiency
4 Discussion
5 Conclusions
References
Method and Algorithms of Traffic Routing in Peer-to-Peer Wireless Networks of Mobile Subscribers
1 Introduction
2 Materials and Methods
2.1 Implementation of Wireless Communication Protocols in Mobile Subscriber Networks
2.2 Research Objective
2.3 Method of Dynamic Routing of Mobile Subscribers' Network
3 Results
3.1 Implementation
3.2 Tools and Modeling Environment
3.3 Conducting Experiments and Results
4 Conclusions
References
Medical Innovation Hubs as an Organizational and Technological Form of Accelerating Healthcare Development
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Predictive Analytics at an Oil and Gas Company: The Rosneft Case
1 Introduction
2 Materials and Methods
2.1 The Relevance of Predictive Analytics in Logistics
2.2 The Context of the Chosen Logistics Process
2.3 Analysis of the Supply Chain of Rosneft and Proposal for Improvement
3 Results
4 Discussion
5 Conclusions
References
Digital Platforms of Territory Management
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Digital Platforms as a Key Factor of the Medical Organizations Activities Development
1 Introduction
2 Materials and Methods
2.1 Research Methods
2.2 Approaches Review to the "Platform" and "Digital Platform" Concepts Formation
3 Results
3.1 Digital Platform as a Modern Business Model
3.2 Transaction Costs and Effectiveness of Digital Platforms Using
4 Discussion
5 Conclusions
References
Algorithm for Modeling Technological Progress in the Digital Economy Era
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
References
Models and Method of Decision Support for the Formation of Cybersecurity Systems
1 Introduction
2 Materials and Methods
3 Results
3.1 Model of the Formation of a System of Protection Against Independent Destructive Influences
3.2 A Cybersecurity Formation Model Taking into Account the Interconnectedness of Threats
3.3 A Model for Forming the Composition of a Cybersecurity System with a Simultaneous Choice of Methods for Implementing Its Elements
3.4 Method for Solving Problems of Optimization of the Composition of Cybersecurity Systems
4 Discussion
5 Conclusions
References
Multi-agent Approach in Planning and Scheduling of Production as Part of a Complex Architectural Solution at the Enterprise
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
References
Methodological Approach to the Formation of the Company's Portfolio of Orders
1 Introduction
2 Materials and Methods
3 Results
3.1 Formalized Presentation of the Task of Optimizing the Portfolio of Orders
3.2 Methodological Approaches to Determining the Specific Efficiency of the Use of Enterprise Resources
4 Discussion
5 Conclusions
References
Identification and Classification of the Effects of Digital Transformation on Business
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
References

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