فناوری اطلاعات، تحقیقات سیستم ها و فیزیک محاسباتی

عنوان فارسی:    فناوری اطلاعات، پژوهش سیستم ها و فیزیک محاسباتی

عنوان انگلیسی:    Information Technology, Systems Research, and Computational Physics

This book highlights a broad range of modern information technology tools, techniques, investigations and open challenges, mainly with applications in systems research and computational physics. Divided into three major sections, it begins by presenting specialized calculation methods in the framework of data analysis and intelligent computing. In turn, the second section focuses on application aspects, mainly for systems research, while the final section investigates how various tasks in the basic disciplines—mathematics and physics—can be tackled with the aid of contemporary IT methods.

The book gathers selected presentations from the 3rd Conference on Information Technology, Systems Research and Computational Physics (ITSRCP’18), which took place on 2–5 July 2018 in Krakow, Poland. The intended readership includes interdisciplinary scientists and practitioners pursuing research at the interfaces of information technology, systems research, and computational physics.

1. Using Random Forest Classifier for Particle Identification in the ALICE Experiment
2. Fault Propagation Models Generation in Mobile Telecommunications Networks Based on Bayesian Networks with Principal Component Analysis Filtering
3. Optimizing Clustering with Cuttlefish Algorithm
4. A Memetic Version of the Bacterial Evolutionary Algorithm for Discrete Optimization Problems
5. On Wavelet Based Enhancing Possibilities of Fuzzy Classification Methods
6. On the Convergence of Fuzzy Grey Cognitive Maps
7. Hierarchical Fuzzy Decision Support Methodology for Packaging System Design
8. Image Enhancement with Applications in Biomedical Processing
9. Efficient Astronomical Data Condensation Using Fast Nearest Neighbors Search
10. Similarity-Based Outlier Detection in Multiple Time Series
11. Metaheuristics in Physical Processes Optimization
12. Crisp vs Fuzzy Decision Support Systems for the Forex Market
13. A Hybrid Cascade Neural Network with Ensembles of Extended Neo-Fuzzy Neurons and Its Deep Learning
14. Recurrent Neural Networks with Grid Data Quantization for Modeling LHC Superconducting Magnets Behavior
15. Two Approaches for the Computational Model for Software Usability in Practice
16. Graph Cutting in Image Processing Handling with Biological Data Analysis
17. A Methodology for Trabecular Bone Microstructure Modelling Agreed with Three-Dimensional Bone Properties
18. RMID: A Novel and Efficient Image Descriptor for Mammogram Mass Classification
19. Instrumentals/Songs Separation for Background Music Removal
20. Content-Based Recommendations in an E-Commerce Platform
21. Generative Models for Fast Cluster Simulations in the TPC for the ALICE Experiment
22. 2D-Raman Correlation Spectroscopy Recognizes the Interaction at the Carbon Coating and Albumin Interface
23. Effect of Elastic and Inelastic Scattering on Electronic Transport in Open Systems
24. Phase-Space Approach to Time Evolution of Quantum States in Confined Systems. The Spectral Split-Operator Method
25. Probability Measures and Projections on Quantum Logics
26. Statistical Analysis of Models’ Reliability for Punching Resistance Assessment
27. On Persistence of Convergence of Kernel Density Estimates in Particle Filtering
28. Multidimensional Copula Models of Dependencies Between Selected International Financial Market Indexes
29. New Types of Decomposition Integrals and Computational Algorithms
30. Trend Analysis and Detection of Change-Points of Selected Financial and Market Indices