Information Technology Systems Research and Computational Physics 1st edition by Piotr Kulczycki, Janusz Kacprzyk, László Kóczy, Radko Mesiar, Rafal Wisniewski 9783030180584 3030180581
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Authors:Piotr Kulczycki; Janusz Kacprzyk; László T. Kóczy; Radko Mesiar; Rafal Wisniewski , Series:IT & Computer [109] , Tags:Technology & Engineering; Engineering (General); Computers; Data Science; General; Science; Physics; Mathematical & Computational; Artificial Intelligence; Database Administration & Management , Author sort:Kulczycki, Piotr & Kacprzyk, Janusz & Kóczy, László T. & Mesiar, Radko & Wisniewski, Rafal , Ids:9783030180584 , Languages:Languages:eng , Published:Published:Apr 2019 , Publisher:Springer , Comments:Comments: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.
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ISBN 10: 3030180581
ISBN 13: 9783030180584
Author: Piotr Kulczycki; Janusz Kacprzyk; László T. Kóczy; Radko Mesiar; Rafal Wisniewski
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.
Information Technology Systems Research and Computational Physics 1st Table of contents:
- Data Analysis and Intelligent Computing
- Using Random Forest Classifier for Particle Identification in the ALICE Experiment
- Fault Propagation Models Generation in Mobile Telecommunications Networks Based on Bayesian Networks with Principal Component Analysis Filtering
- Optimizing Clustering with Cuttlefish Algorithm
- A Memetic Version of the Bacterial Evolutionary Algorithm for Discrete Optimization Problems
- On Wavelet Based Enhancing Possibilities of Fuzzy Classification Methods
- On the Convergence of Fuzzy Grey Cognitive Maps
- Hierarchical Fuzzy Decision Support Methodology for Packaging System Design
- Image Enhancement with Applications in Biomedical Processing
- Efficient Astronomical Data Condensation Using Fast Nearest Neighbors Search
- Similarity-Based Outlier Detection in Multiple Time Series
- Metaheuristics in Physical Processes Optimization
- Crisp vs Fuzzy Decision Support Systems for the Forex Market
- A Hybrid Cascade Neural Network with Ensembles of Extended Neo-Fuzzy Neurons and Its Deep Learning
- Information Technology and Systems Research
- Recurrent Neural Networks with Grid Data Quantization for Modeling LHC Superconducting Magnets Behavior
- Two Approaches for the Computational Model for Software Usability in Practice
- Graph Cutting in Image Processing Handling with Biological Data Analysis
- A Methodology for Trabecular Bone Microstructure Modelling Agreed with Three-Dimensional Bone Properties
- RMID: A Novel and Efficient Image Descriptor for Mammogram Mass Classification
- Instrumentals/Songs Separation for Background Music Removal
- Content-Based Recommendations in an E-Commerce Platform
- Computational Physics and Applied Mathematics
- Generative Models for Fast Cluster Simulations in the TPC for the ALICE Experiment
- 2D-Raman Correlation Spectroscopy Recognizes the Interaction at the Carbon Coating and Albumin Interface
- Effect of Elastic and Inelastic Scattering on Electronic Transport in Open Systems
- Pase-Space Approach to Time Evolution of Quantum States in Confined Systems. The Spectral Split-Operator Method
- Probability Measures and Projections on Quantum Logics
- Statistical Analysis of Models’ Reliability for Punching Resistance Assessment
- On Persistence of Convergence of Kernel Density Estimates in Particle Filtering
- Multidimensional Copula Models of Dependencies Between Selected International Financial Market Indexes
- New Types of Decomposition Integrals and Computational Algorithms
- Trend Analysis and Detection of Change-Points of Selected Financial and Market Indices
- Back Matter
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