Artificial Intelligence and Algorithms in Intelligent Systems

1. Front Matter

   Pages i-xv

   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

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.

• Intelligent Systems
• Intelligent Algorithms
• Artificial Intelligence
• CSOC
• CSOC2018

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

  Radek Silhavy

Policies and ethics