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Information Technology and Computational Physics 1st ed. 2017 [Pehme köide]

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  • Formaat: Paperback / softback, 255 pages, kõrgus x laius: 235x155 mm, kaal: 4044 g, 65 Illustrations, color; 37 Illustrations, black and white; VIII, 255 p. 102 illus., 65 illus. in color., 1 Paperback / softback
  • Sari: Advances in Intelligent Systems and Computing 462
  • Ilmumisaeg: 01-Jun-2017
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319442597
  • ISBN-13: 9783319442594
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  • Formaat: Paperback / softback, 255 pages, kõrgus x laius: 235x155 mm, kaal: 4044 g, 65 Illustrations, color; 37 Illustrations, black and white; VIII, 255 p. 102 illus., 65 illus. in color., 1 Paperback / softback
  • Sari: Advances in Intelligent Systems and Computing 462
  • Ilmumisaeg: 01-Jun-2017
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319442597
  • ISBN-13: 9783319442594
Teised raamatud teemal:

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.

Part I Intelligent Computing and Data Analysis
The Problem of First Story Detection in Multiaspect Text Categorization
3(16)
Slawomir Zadrozny
Janusz Kacprzyk
Marek Gajewski
A Metaheuristic for Classification of Interval Data in Changing Environments
19(16)
Piotr Kulczycki
Piotr A. Kowalski
A Fuzzy Information Propagation Algorithm for Social Network Based Recommender Systems
35(16)
Gergely Posfai
Gabor Magyar
Laszlo T. Koczy
Fuzzy System for Parameter Estimation of Complex Shape Clustering Algorithms in Predictive Diagnosis
51(20)
Viorel Nicolau
Mihaela Andrei
Merging Validity and Coverage for Measuring Quality of Data Summaries
71(18)
Miroslav Hudec
Part II Information Systems and Image Processing
Decomposition-Compensation Method for IT Service Management
89(20)
Oleksandr Rolik
Valerii Kolesnik
Dmytro Halushko
Risk Prediction Based on Time and GPS Patterns
109(16)
Daniela Lopez De Luise
Walter Bel
Diego Mansilla
Alberto Lobatos
Lucia Blanc
Rigoberto Malca la Rosa
Performance Aspects of Alamouti STBC for MIMO Channels Affected by Impulsive Noise
125(18)
Mihaela Andrei
Viorel Nicolau
Evaluation of Gradient Norms on a Consistent Quadtree Grid in 2D: With Application to Curvature Filters
143(22)
Zuzana Kriva
Angela Handlovicova
Human-Robot Interaction Through Robust Gaze Following
165(14)
Sorin M. Grigorescu
Gigel Macesanu
The Detection of the Retina's Lesions in Optical Coherence Tomography (OCT)
179(20)
Joanna Swiebocka-Wiek
Part III Computational Physics and Applied Mathematics
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
199(18)
T. Kozik
W. Luzny
Influence of Inlet Positions on the Flow Behavior Inside a Photoreactor
217(16)
M. Polinski
Z. Stegowski
Simulations of Transport Characteristics of Core-Shell Nanowire Transistors with Electrostatic Ail-Around Gate
233(10)
Tomasz Palutkiewicz
Maciej Woloszyn
Bartlomiej J. Spisak
On Some Recent Construction Methods for Bivariate Copulas
243(12)
Radko Mesiar
Anna Kolesarova
Author Index 255