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智能系统中的计算统计和数学建模方法:系统和软件2019第3计算方法汇编,第2卷-Computational Statistics and Mathematical Modeling Methods i

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标题(title):Computational Statistics and Mathematical Modeling Methods in Intelligent Systems: Proceedings of 3rd Computational Methods in Systems and Software 2019, Vol. 2
智能系统中的计算统计和数学建模方法:系统和软件2019第3计算方法汇编,第2卷
作者(author):Radek Silhavy, Petr Silhavy, Zdenka Prokopova
出版社(publisher):Springer International Publishing
大小(size):28 MB (29172247 bytes)
格式(extension):pdf
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This book presents real-world problems and exploratory research in computational statistics, mathematical modeling, artificial intelligence and software engineering in the context of the intelligent systems.

This book constitutes the refereed proceedings of the 3rd Computational Methods in Systems and Software 2019 (CoMeSySo 2019), a groundbreaking online conference that provides an international forum for discussing the latest high-quality research results.


Table of contents :
Front Matter ....Pages i-xiv
Static Compensator for Decentralized Control of Nonsquare Systems (František Dušek, Daniel Honc, Jan Merta)....Pages 1-6
The Distributed Ledger-Based Technique of the Neuronet Training Set Forming (E. V. Melnik, A. B. Klimenko, D. Y. Ivanov)....Pages 7-15
Decision Support Systems for the Oil Fields with Cloud Multiagent Service (Donat Ivanov, Sergey Kapustyan, Anatoly Kalyaev, Iakov Korovin)....Pages 16-23
Floating Data Window Movement Influence to Genetic Programming Algorithm Efficiency (Tomas Brandejsky)....Pages 24-30
Performance Analysis of Collaborative Data Mining vs Context Aware Data Mining in a Practical Scenario for Predicting Air Humidity (Carmen Ana Anton, Anca Avram, Adrian Petrovan, Oliviu Matei)....Pages 31-40
Structuring a Multicriteria Model to Optimize the Profitability of a Clinical Laboratory (João Ricardo Capistrano, Plácido Rogerio Pinheiro, Jorcelan Gonçalves da Silva Júnior, Plínio de Sousa Nogueira)....Pages 41-51
Discharge of Lithium–Oxygen Power Source: Effect of Active Layer Thickness and Current Density on Overall Characteristics of Positive Electrode (Yurii G. Chirkov, Oleg V. Korchagin, Vladimir N. Andreev, Vera A. Bogdanovskaya, Viktor I. Rostokin)....Pages 52-69
Comprehensive Framework for Classification of Abnormalities in Brain MRI Using Neural Network (S. Harish, G. F. Ali Ahammed)....Pages 70-80
Application of Value Set Concept to Ellipsoidal Polynomial Families with Multilinear Uncertainty Structure (Radek Matušů, Bilal Şenol)....Pages 81-89
Comparison of Methods for Time Series Data Analysis for Further Use of Machine Learning Algorithms (Andrea Nemethova, Dmitrii Borkin, German Michalconok)....Pages 90-99
Missing Data in Collaborative Data Mining (Carmen Ana Anton, Oliviu Matei, Anca Avram)....Pages 100-109
A Survey on Program Analysis and Transformation (Ahmed Maghawry, Mohamed Kholief, Yasser Omar, Rania Hodhod)....Pages 110-124
An Improved Location Model for the Collection of Sorted Solid Waste in Densely Populated Urban Centres (Olawale J. Adeleke, David O. Olukanni, Micheal O. Olusanya)....Pages 125-135
Atrial Fibrillation for Stroke Detection (Oi-Mean Foong, Suziah Sulaiman, Aimi Amirah Khairuddin)....Pages 136-143
A Self-adapting Immigrational Genetic Algorithm for Solving a Real-Life Application of Vehicle Routing Problem (Adrian Petrovan, Rudolf Erdei, Petrica Pop-Sitar, Oliviu Matei)....Pages 144-156
Scalable Hypothesis Tests for Detection of Epileptic Seizures (Dorin Moldovan)....Pages 157-166
The Exact Frequency Domain Solution for the Periodic Synchronous Averaging Performed in Discrete-Time (Oksana Guschina, Timofey Shevgunov, Evgeniy Efimov, Vladimir Kirdyashkin)....Pages 167-175
An Adaptive Cognitive Temporal-Causal Model for Extreme Emotion Extinction Using Psilocybin (Seyed Sahand Mohammadi Ziabari, Jan Treur)....Pages 176-186
The Simulation Study of Recursive ABC Method for Warehouse Management (Milan Jemelka, Bronislav Chramcov)....Pages 187-196
Influence of Digital Transformation on the Customer Relationship (Sarah Myriam Lydia Hahn)....Pages 197-207
The Comparison of Machine-Learning Methods XGBoost and LightGBM to Predict Energy Development (Martin Nemeth, Dmitrii Borkin, German Michalconok)....Pages 208-215
C4.5 Decision Tree Enhanced with AdaBoost Versus Multilayer Perceptron for Credit Scoring Modeling (Thitimanan Damrongsakmethee, Victor-Emil Neagoe)....Pages 216-226
Stability and Dissipativity of Multistep Runge–Kutta Methods for Nonlinear Delay Differential Equations with Constrained Grid (Yuhuan Fan, Haiyan Yuan, Peichen Wang)....Pages 227-242
Monophonic Distance Based Indices of Graphs (V. Kaladevi, G. Kavitha)....Pages 243-255
A Novel Schema for Secure Data Communication over Content-Centric Network in Future Internet Architecture (M. S. Vidya, Mala C. Patil)....Pages 256-265
Computational Processes Management Methods and Models in Industrial Internet of Things (Semyon Potriasaev, Viacheslav Zelentsov, Ilya Pimanov)....Pages 266-277
Applied Quadratic Programming with Principles of Statistical Paired Tests (Tomas Barot, Radek Krpec, Marek Kubalcik)....Pages 278-287
Migration and Self-selection: An Agent-Based Model (Samira Boulahbel-Bachari, Nadjia El Saadi)....Pages 288-303
Analysis of Independences of Normality on Sample Size with Regards to Reliability (Marek Vaclavik, Zuzana Sikorova, Iva Cervenkova)....Pages 304-311
Novel Analytical Model for Resource Allocation Over Cognitive Radio in 5G Networks (B. P. Vani, R. Sundaraguru)....Pages 312-321
Numerical Analysis of Discrete \(L^p\)-norm Error for Rayleigh-Ritz Variational Technique and Its Application to Groundwater Flows Model (P. H. Gunawan, A. Aditsania)....Pages 322-331
Parallel Computing Application for Testing of Parameters of Active Phased Antenna Array Noise Modules (M. V. Orda-Zhigulina, D. V. Orda-Zhigulina)....Pages 332-338
Lifetime Adaptation in Genetic Programming for the Symbolic Regression (Jan Merta, Tomáš Brandejský)....Pages 339-346
Forecasting of Migration Processes by Integrating Probabilistic Methods and Simulation (V. V. Bystrov, M. G. Shishaev, S. N. Malygina, D. N. Khaliullina)....Pages 347-359
Social Networking Services as a Tool for State and Regional Governance (On the Example of the Arctic Region) (Igor O. Datyev, Andrey M. Fedorov, Andrey L. Shchur, Vitaliy V. Bystrov)....Pages 360-370
Discrete Synthesis of a Stochastic Regulator for Adaptation of a Discrete Economic Object on a Target Manifold (Svetlana Kolesnikova)....Pages 371-378
Integrated Model of Bandwidth Optimization and Energy Efficiency in Internet-of-Things (Bhagyashree Ambore, L. Suresh)....Pages 379-388
Modeling of Secure Communication in Internet-of-Things for Resisting Potential Intrusion (Nasreen Fathima, Reshma Banu, G. F. Ali Ahammed)....Pages 389-398
A Review of the Regression Models Applicable to Software Project Effort Estimation (Huynh Thai Hoc, Vo Van Hai, Ho Le Thi Kim Nhung)....Pages 399-407
A Review of Software Effort Estimation by Using Functional Points Analysis (Vo Van Hai, Ho Le Thi Kim Nhung, Huynh Thai Hoc)....Pages 408-422
Back Matter ....Pages 423-424
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