Information Technology and Computational Physics

✍ Scribed by Piotr Kulczycki, László T. Kóczy, Radko Mesiar, Janusz Kacprzyk (eds.)

• Publisher: Springer International Publishing
• Year: 2017
• Tongue: English
• Leaves: 251
• Series: Advances in Intelligent Systems and Computing 462
• Edition: 1
• Category: Library

✦ Synopsis

A broad spectrum of modern Information Technology (IT) tools, techniques, main developments and still open challenges is presented. Emphasis is on new research directions in various fields of science and technology that are related to data analysis, data mining, knowledge discovery, information retrieval, clustering and classification, decision making and decision support, control, computational mathematics and physics, to name a few. Applications in many relevant fields are presented, notably in telecommunication, social networks, recommender systems, fault detection, robotics, image analysis and recognition, electronics, etc. The methods used by the authors range from high level formal mathematical tools and techniques, through algorithmic and computational tools, to modern metaheuristics.

✦ Table of Contents

Front Matter....Pages i-viii
Front Matter....Pages 1-1
The Problem of First Story Detection in Multiaspect Text Categorization....Pages 3-18
A Metaheuristic for Classification of Interval Data in Changing Environments....Pages 19-34
A Fuzzy Information Propagation Algorithm for Social Network Based Recommender Systems....Pages 35-49
Fuzzy System for Parameter Estimation of Complex Shape Clustering Algorithms in Predictive Diagnosis....Pages 51-69
Merging Validity and Coverage for Measuring Quality of Data Summaries....Pages 71-85
Front Matter....Pages 87-87
Decomposition-Compensation Method for IT Service Management....Pages 89-107
Risk Prediction Based on Time and GPS Patterns....Pages 109-124
Performance Aspects of Alamouti STBC for MIMO Channels Affected by Impulsive Noise....Pages 125-141
Evaluation of Gradient Norms on a Consistent Quadtree Grid in 2D....Pages 143-163
Human–Robot Interaction Through Robust Gaze Following....Pages 165-178
The Detection of the Retina’s Lesions in Optical Coherence Tomography (OCT)....Pages 179-195
Front Matter....Pages 197-197
Study of R-Factors Used in Structure Determination by Use of Genetic Algorithms from Powder Diffraction Data Consisting of a Small Number of Very Broad Peaks....Pages 199-215
Influence of Inlet Positions on the Flow Behavior Inside a Photoreactor....Pages 217-232
Simulations of Transport Characteristics of Core-Shell Nanowire Transistors with Electrostatic All-Around Gate....Pages 233-241
On Some Recent Construction Methods for Bivariate Copulas....Pages 243-253
Back Matter....Pages 255-255

✦ Subjects

Computational Intelligence;Artificial Intelligence (incl. Robotics);Numerical and Computational Physics, Simulation