Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017

1. A Deep Learning Approach for Valve Defect Recognition in Heart Acoustic Signal
Dariusz Kucharski, Dominik Grochala, Marcin Kajor, Eliasz Kańtoch

2. Population-Based Algorithm with Selectable Evolutionary Operators for Nonlinear Modeling
Krystian Łapa

3. Evaluation of Gated Recurrent Neural Networks in Music Classification Tasks
Jan Jakubik

4. Neuro-Fuzzy System for Medium-Term Electric Energy Demand Forecasting
Paweł Pełka, Grzegorz Dudek

5. An Evolutionary Optimization Method Based on Scalarization for Multi-objective Problems
Marcin Studniarski, Radhwan Al-Jawadi, Aisha Younus

6. Measuring Cognitive Workload in Arithmetic Tasks Based on Response Time and EEG Features
Małgorzata Plechawska-Wójcik, Magdalena Borys, Mikhail Tokovarov, Monika Kaczorowska

7. A Method for Genetic Selection of the Dynamic Signature Global Features’ Subset
Marcin Zalasiński, Krzysztof Cpałka

8. Multivariate Regression Tree for Pattern-Based Forecasting Time Series with Multiple Seasonal Cycles
Grzegorz Dudek

9. Active Protocol Discoverer Based on Grammatical Evolution
Dariusz Pałka, Marek Zachara, Krzysztof Wójcik

10. Speaker Diarization Using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings
Pawel Cyrta, Tomasz Trzciński, Wojciech Stokowiec

11. Classification Tree for Material Defect Detection Using Active Thermography
Grzegorz Dudek, Sebastian Dudzik

12. Interactive Visualization of Query Results Set from Information Retrieval Using Concept Lattices
Peter Butka, Miroslav Smatana, Veronika Novotná

13. PID-Fuzzy Controllers with Dynamic Structure and Evolutionary Method for Their Construction
Krystian Łapa, Krzysztof Cpałka

14. Community Detection in Bibsonomy Using Data Clustering
Zakaria Saoud, Jan Platoš

15. Using Predictive Data Mining Models for Data Analysis in a Logistics Company
Miroslava Muchová, Ján Paralič, Michael Nemčík

16. Twitter Sentiment Analysis Using a Modified Naïve Bayes Algorithm
Manav Masrani, Poornalatha G.

17. Cost-Sensitive Feature Selection for Class Imbalance Problem
Małgorzata Bach, Aleksandra Werner

18. Constraint-Based Method for Mining Colossal Patterns in High Dimensional Databases
Thanh-Long Nguyen, Bay Vo, Bao Huynh, Vaclav Snasel, Loan T. T. Nguyen

19. A Dynamic Packed Approach for Analytic Data Warehouse in Ad-Hoc Queries
Loan T. T. Nguyen, Hung Son Nguyen, Sinh Hoa Nguyen

20. How Is Server Software Configured? Examining the Structure of Configuration Files
Błażej Święcicki, Leszek Borzemski

21. Risk-Based Decision Making in IoT Systems
Grzegorz J. Blinowski

22. On Implementation of Energy-Aware MPTCP Scheduler
Michał Morawski, Przemysław Ignaciuk

23. Mobile Monitoring System for Environment Parameters
Gerard Żmuda, Andrzej Opaliński, Mirosław Głowacki

24. Swarm Based System for Management of Containerized Microservices in a Cloud Consisting of Heterogeneous Servers
Waldemar Karwowski, Marian Rusek, Grzegorz Dwornicki, Arkadiusz Orłowski

25. Execution Management of Computational Services in Service-Oriented Systems
Paulina Kwaśnicka, Łukasz Falas, Krzysztof Juszczyszyn

26. Content Delivery Network and External Resources Detection for Selected Hosts
Vladyslav Deyneko, Ireneusz J. Jóźwiak

27. Parallelization of Selected Algorithms on Multi-core CPUs, a Cluster and in a Hybrid CPU+Xeon Phi Environment
Adam Krzywaniak, Paweł Czarnul

28. Verification of Web Traffic Burstiness and Self-similarity for Multiple Online Stores
Grażyna Suchacka, Alicja Dembczak

29. Frequent Scene Change in Wavelet Video Compression
Andrzej Popławski

30. A Versatile Hardware and Software Toolset for Computer Aided Inspection Planning of Machine Vision Applications
Stephan Irgenfried, Heinz Wörn, Stephan Bergmann, Mahsa Mohammadikajii, Jürgen Beyerer, Carsten Dachsbacher

31. The Impact of Web Pages’ Load Time on the Conversion Rate of an E-Commerce Platform
Wiktor Stadnik, Ziemowit Nowak

32. Nearest Neighborhood Determination Methods with Regard to Mobile Location-Based Application
Mariusz Fraś, Piotr Frącek, Krzysztof Waśko

Keywords: Engineering, Computational Intelligence, Communications Engineering, Networks, Artificial Intelligence (incl. Robotics)