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Artificial Intelligence and Algorithms in Intelligent Systems

Proceedings of 7th Computer Science On-line Conference 2018, Volume 2

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Radek Silhavy

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

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  • Presents recent research on Artificial Intelligence and Algorithms in Intelligent Systems
  • Constitutes selected papers from the 7th Computer Science On-line Conference 2018 (CSOC 2018)
  • The proceedings are divided in three volumes—Volume 1: Software Engineering and Algorithms in Intelligent Systems, Volume 2: Artificial Intelligence and Algorithms in Intelligent Systems, Volume 3: Cybernetics and Algorithms in Intelligent Systems

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 764)

Included in the following conference series:

Conference proceedings info: CSOC2018 2018.

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Table of contents (48 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Analysis of Affective and Gender Factors in Image Comprehension of Visual Advertisement

    • Gabrielė Liaudanskaitė, Gabrielė Saulytė, Julijus Jakutavičius, Eglė Vaičiukynaitė, Ligita Zailskaitė-Jakštė, Robertas Damaševičius
    Pages 1-11

  3. FARIP: Framework for Artifact Removal for Image Processing Using JPEG

    • T. M. Shashidhar, K. B. Ramesh
    Pages 12-20

  4. SOPA: Search Optimization Based Predictive Approach for Design Optimization in FinFET/SRAM

    • H. Girish, D. R. Shashikumar
    Pages 21-29

  5. Analysis of the Quality of the Painting Process Using Preprocessing Techniques of Text Mining

    • Veronika Simoncicova, Pavol Tanuska, Hans-Christian Heidecke, Stefan Rydzi
    Pages 30-38

  6. Bioinspired Algorithm for 2D Packing Problem

    • Vladimir Kureichik, Liliya Kureichik, Vladimir Kureichik Jr., Daria Zaruba
    Pages 39-46

  7. Authorship Identification Using Random Projections

    • Robertas Damaševičius, Jurgita Kapočiūtė-Dzikienė, Marcin Woźniak
    Pages 47-56

  8. A Method for Intelligent Quality Assessment of a Gearbox Using Antipatterns and Convolutional Neural Networks

    • Andrzej Tuchołka, Maciej Majewski, Wojciech Kacalak, Zbigniew Budniak
    Pages 57-68

  9. Spark-Based Classification Algorithms for Daily Living Activities

    • Dorin Moldovan, Marcel Antal, Claudia Pop, Adrian Olosutean, Tudor Cioara, Ionut Anghel et al.
    Pages 69-78

  10. Fast Adaptive Image Binarization Using the Region Based Approach

    • Hubert Michalak, Krzysztof Okarma
    Pages 79-90

  11. Semantic Query Suggestion Based on Optimized Random Forests

    • Aytuğ Onan
    Pages 91-102

  12. Financial Knowledge Instantiation from Semi-structured, Heterogeneous Data Sources

    • Francisco García-Sánchez, José Antonio García-Díaz, Juan Miguel Gómez-Berbís, Rafael Valencia-García
    Pages 103-110

  13. Hierarchical Fuzzy Deep Leaning Networks for Predicting Human Behavior in Strategic Setups

    • Arindam Chaudhuri, Soumya K. Ghosh
    Pages 111-121

  14. Fuzzy-Expert System for Customer Behavior Prediction

    • Monika Frankeová, Radim Farana, Ivo Formánek, Bogdan Walek
    Pages 122-131

  15. A Binary Grasshopper Algorithm Applied to the Knapsack Problem

    • Hernan Pinto, Alvaro Peña, Matías Valenzuela, Andrés Fernández
    Pages 132-143

  16. Artificial Neural Networks Implementing Maximum Likelihood Estimator for Passive Radars

    • Timofey Shevgunov, Evgeniy Efimov
    Pages 144-153

  17. Using Query Expansion for Cross-Lingual Mathematical Terminology Extraction

    • Velislava Stoykova, Ranka Stankovic
    Pages 154-164

  18. Text Summarization Techniques for Meta Description Generation in Process of Search Engine Optimization

    • Goran Matošević
    Pages 165-173

  19. Integration of Models of Adaptive Behavior of Ant and Bee Colony

    • Boris K. Lebedev, Oleg B. Lebedev, Elena M. Lebedeva, Andrey I. Kostyuk
    Pages 174-185

  20. Optimization of Multistage Tourist Route for Electric Vehicle

    • Joanna Karbowska-Chilinska, Kacper Chociej
    Pages 186-196
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Other volumes

  1. Software Engineering and Algorithms in Intelligent Systems

  2. Artificial Intelligence and Algorithms in Intelligent Systems

  3. Cybernetics and Algorithms in Intelligent Systems

Keywords

About this book

This book presents the latest trends and approaches in artificial intelligence research and its application to intelligent systems. It discusses hybridization of algorithms, new trends in neural networks, optimisation algorithms and real-life issues related to the application of artificial methods.


The book constitutes the second volume of the refereed proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems of the 7th Computer Science On-line Conference 2018 (CSOC 2018), held online in April 2018.



Editors and Affiliations

  • Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Radek Silhavy

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