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ISAT 2017: Szklarska Poręba, Poland
- Leszek Borzemski
, Jerzy Swiatek, Zofia Wilimowska:
Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017 - Part I, Szklarska Poręba, Poland, September 17-19, 2017. Advances in Intelligent Systems and Computing 655, Springer 2018, ISBN 978-3-319-67219-9
Artificial Intelligence Methods
- Dariusz Kucharski
A Deep Learning Approach for Valve Defect Recognition in Heart Acoustic Signal. 3-14 - Krystian Lapa
Population-Based Algorithm with Selectable Evolutionary Operators for Nonlinear Modeling. 15-26 - Jan Jakubik:
Evaluation of Gated Recurrent Neural Networks in Music Classification Tasks. 27-37 - Pawel Pelka
Neuro-Fuzzy System for Medium-Term Electric Energy Demand Forecasting. 38-47 - Marcin Studniarski
An Evolutionary Optimization Method Based on Scalarization for Multi-objective Problems. 48-58 - Malgorzata Plechawska-Wójcik
Measuring Cognitive Workload in Arithmetic Tasks Based on Response Time and EEG Features. 59-72 - Marcin Zalasinski
A Method for Genetic Selection of the Dynamic Signature Global Features' Subset. 73-82
Knowledge Discovery and Data Mining
- Grzegorz Dudek
Multivariate Regression Tree for Pattern-Based Forecasting Time Series with Multiple Seasonal Cycles. 85-94 - Dariusz Palka, Marek Zachara, Krzysztof Wójcik
Active Protocol Discoverer Based on Grammatical Evolution. 95-106 - Pawel Cyrta
Speaker Diarization Using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings. 107-117 - Grzegorz Dudek
Classification Tree for Material Defect Detection Using Active Thermography. 118-127 - Peter Butka
Interactive Visualization of Query Results Set from Information Retrieval Using Concept Lattices. 128-137 - Krystian Lapa
PID-Fuzzy Controllers with Dynamic Structure and Evolutionary Method for Their Construction. 138-148 - Zakaria Saoud, Jan Platos:
Community Detection in Bibsonomy Using Data Clustering. 149-158
Big Data, Knowledge Discovery and Data Mining, Knowledge Based Management
- Miroslava Muchová, Ján Paralic, Michael Nemcík:
Using Predictive Data Mining Models for Data Analysis in a Logistics Company. 161-170 - Manav Masrani, G. Poornalatha
Twitter Sentiment Analysis Using a Modified Naïve Bayes Algorithm. 171-181 - Malgorzata Bach
Cost-Sensitive Feature Selection for Class Imbalance Problem. 182-194 - Thanh-Long Nguyen
Constraint-Based Method for Mining Colossal Patterns in High Dimensional Databases. 195-204 - Loan T. T. Nguyen
A Dynamic Packed Approach for Analytic Data Warehouse in Ad-Hoc Queries. 205-213
Internet of Things, Cloud Computing and High Performance Computing, Distributed Computer Systems, Content Delivery Networks
- Blazej Swiecicki, Leszek Borzemski
How Is Server Software Configured? Examining the Structure of Configuration Files. 217-229 - Grzegorz J. Blinowski
Risk-Based Decision Making in IoT Systems. 230-241 - Michal Morawski
On Implementation of Energy-Aware MPTCP Scheduler. 242-251 - Gerard Zmuda, Andrzej Opalinski
Mobile Monitoring System for Environment Parameters. 252-261 - Waldemar Karwowski
Swarm Based System for Management of Containerized Microservices in a Cloud Consisting of Heterogeneous Servers. 262-271 - Paulina Kwasnicka, Lukasz Falas
Execution Management of Computational Services in Service-Oriented Systems. 272-282 - Vladyslav Deyneko, Ireneusz J. Józwiak:
Content Delivery Network and External Resources Detection for Selected Hosts. 283-291 - Adam Krzywaniak
Parallelization of Selected Algorithms on Multi-core CPUs, a Cluster and in a Hybrid CPU+Xeon Phi Environment. 292-301
E-Business Systems, Web Design, Mobile and Multimedia Systems
- Grazyna Suchacka
Verification of Web Traffic Burstiness and Self-similarity for Multiple Online Stores. 305-314 - Andrzej Poplawski
Frequent Scene Change in Wavelet Video Compression. 315-325 - Stephan Irgenfried, Heinz Wörn, Stephan Bergmann, Mahsa Mohammadikaji, Jürgen Beyerer, Carsten Dachsbacher:
A Versatile Hardware and Software Toolset for Computer Aided Inspection Planning of Machine Vision Applications. 326-335 - Wiktor Stadnik, Ziemowit Nowak:
The Impact of Web Pages' Load Time on the Conversion Rate of an E-Commerce Platform. 336-345 - Mariusz Fras
Nearest Neighborhood Determination Methods with Regard to Mobile Location-Based Application. 346-355
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