Advances in Systems Science

1. Front Matter

   Pages i-xi

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2. Applications of Machine Learning

   1. Front Matter

      Pages 1-1

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   2. Maximum Likelihood Estimation and Optimal Coordinates

      • P. Spurek, J. Tabor

      Pages 3-13

   3. Domain Adaptation for Image Analysis: An Unsupervised Approach Using Boltzmann Machines Trained by Perturbation

      • Szymon Zaręba, Marcin Kocot, Jakub M. Tomczak

      Pages 14-22

   4. Relation Recognition Problems and Algebraic Approach to Their Solution

      • Juliusz L. Kulikowski

      Pages 23-35

   5. Prediction of Power Load Demand Using Modified Dynamic Weighted Majority Method

      • Radoslav Nemec, Viera Rozinajová, Marek Lóderer

      Pages 36-49

   6. Estimating Cluster Population

      • Laxmi Gewali, K. C. Sanjeev, Henry Selvaraj

      Pages 50-60

   7. Evaluation of Particle Swarm Optimisation for Medical Image Segmentation

      • Mohammad Hashem Ryalat, Daniel Emmens, Mark Hulse, Duncan Bell, Zainab Al-Rahamneh, Stephen Laycock et al.

      Pages 61-72

   8. Automated Processing of Micro-CT Scans Using Descriptor-Based Registration of 3D Images

      • Jakub Kamiński, Barłomiej Trzewiczek, Sebastian Wroński, Jacek Tarasiuk

      Pages 73-79

   9. Gender Recognition Based on Speaker’s Voice Analysis

      • Joanna Świebocka-Więk

      Pages 80-85

   10. Topic Modeling Based on Frequent Sequences Graphs

       • Piotr Ozdzynski, Danuta Zakrzewska

       Pages 86-97

   11. Gaussian Process Regression with Categorical Inputs for Predicting the Blood Glucose Level

       • Jakub M. Tomczak

       Pages 98-108

   12. Automated Information Extraction and Classification of Matrix-Based Questionnaire Data

       • Damian Dudek

       Pages 109-120

3. Cloud Computing

   1. Front Matter

      Pages 121-121

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   2. Evaluating Raft in Docker on Kubernetes

      • Caio Oliveira, Lau Cheuk Lung, Hylson Netto, Luciana Rech

      Pages 123-130

   3. Performance Evaluation of MPTCP Transmission of Large Data Objects in Computing Cloud

      • Robert R. Chodorek, Agnieszka Chodorek

      Pages 131-141

   4. A Decentralized System for Load Balancing of Containerized Microservices in the Cloud

      • Marian Rusek, Grzegorz Dwornicki, Arkadiusz Orłowski

      Pages 142-152

   5. Layered Reconfigurable Architecture for Autonomous Cooperative UAV Computing Systems

      • Grzegorz Chmaj, Henry Selvaraj

      Pages 153-163

   6. A Practical Verification of Protocol and Data Format Negotiation Methods in ComSS Platform

      • Łukasz Falas, Patryk Schauer, Radosław Adamkiewicz, Paweł Świątek

      Pages 164-175

4. Transportation and Multi-Robot Systems

   1. Front Matter

      Pages 177-177

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This book gathers the carefully reviewed proceedings of the 19th International Conference on Systems Science, presenting recent research findings in the areas of Artificial Intelligence, Machine Learning, Communication/Networking and Information Technology, Control Theory, Decision Support, Image Processing and Computer Vision, Optimization Techniques, Pattern Recognition, Robotics, Service Science, Web-based Services, Uncertain Systems and Transportation Systems.
 
The International Conference on Systems Science was held in Wroclaw, Poland from September 7 to 9, 2016, and addressed a range of topics, including systems theory, control theory, machine learning, artificial intelligence, signal processing, communication and information technologies, transportation systems, multi-robotic systems and uncertain systems, as well as their applications. The aim of the conference is to provide a platform for communication between young and established researchers and practitioners, fostering future joint research in systems science.

• Systems Science
• Intelligent Systems
• ICSS 2016
• XIX International Conference Systems Science
• 19th International Conference Systems Science
• complexity

• Wroclaw University of Science and Technology, Wroclaw, Poland

  Jerzy Świątek, Jakub M. Tomczak

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