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Table of Contents Computer Information Systems and Industrial Management Khalid Saeed, Władysław Homenda Front Matter Invited Paper Neural Networks – State of Art, Brief History, Basic Models and Architecture Bohdan Macukow 3-14 Rough Set Methods for Big Data Analytics Complex Adaptive Systems and Interactive Granular Computing Andrzej Skowron 17-22 Innovation and Big Data H. Herik 23-30 Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets Katarzyna Borowska, Jarosław Stepaniuk 31-42 Embedding the V-Detector Algorithm in FPGA Maciej Brzozowski, Andrzej Chmielewski 43-54 Attribute Reduction Based on MapReduce Model and Discernibility Measure Michal Czolombitko, Jaroslaw Stepaniuk 55-66 Mapping Points Back from the Concept Space with Minimum Mean Squared Error Wladyslaw Homenda, Tomasz Penza 67-78 Representatives of Rough Regions for Generating Classification Rules Piotr Hońko 79-90 Hardware Supported Rough Sets Based Rules Generation for Big Datasets Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk 91-102 Images, Visualization, Classification Information Density Based Image Binarization for Text Document Containing Graphics Soma Datta, Nabendu Chaki, Sankhayan Choudhury 105-115 MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors Dorota Duda, Marek Kretowski, Noura Azzabou, Jacques Certaines 116-128 Detection of Orbital Floor Fractures by Principal Component Analysis Daniel Krpelik, Milan Jaros, Marta Jarosova, Petr Strakos, Tereza Buresova, Alena Vasatova, Tomas Karasek 129-138 An Approach to Cell Nuclei Counting in Histological Image Analysis Maryna Lukashevich, Valery Starovoitov 139-147 Automatic Segmentation Framework for Fluorescence in Situ Hybridization Cancer Diagnosis Marcin Stachowiak, Łukasz Jeleń 148-159 Neural Network Classification of SDR Signal Modulation Jakub Stebel, Michal Krumnikl, Pavel Moravec, Petr Olivka, David Seidl 160-171 Skull Stripping for MRI Images Using Morphological Operators Joanna Swiebocka-Wiek 172-182 Empirical Assessment of Performance Measures for Preprocessing Moments in Imbalanced Data Classification Problem Paweł Szeszko, Magdalena Topczewska 183-194 Optimization, Tuning Optimization of Chosen Transport Task by Using Generic Algorithms Anna Burduk, Kamil Musiał 197-205 Fast Branch and Bound Algorithm for the Travelling Salesman Problem Radosław Grymin, Szymon Jagiełło 206-217 Simulations for Tuning a Laser Power Control System of the Cladding Process Piotr Jurewicz, Wojciech Rafajłowicz, Jacek Reiner, Ewaryst  Rafajłowicz 218-229 Automated Application of Inventory Optimization Tomáš Martinovič, Kateřina Janurová, Kateřina Slaninová, Jan Martinovič 230-239 Optimal Ellipse Based Algorithm as an Approximate and Robust Solution of Minimum Volume Covering Ellipse Problem Krzysztof Misztal, Jacek Tabor, Jakub Hyła 240-250 Process of Point Clouds Merging for Mapping of a Robot’s Working Environment Petr Olivka, Michal Krumnikl, Pavel Moravec, David Seidl 251-264 Techniques of Czech Language Lossless Text Compression Jiří Ševčík, Jiří Dvorský 265-276 Optimization of Combining of Self Organizing Maps and Growing Neural Gas Lukáš Vojáček, Pavla Dráždilová, Jiří Dvorský 277-286 Scheduling in Manufacturing and Other Applications Robust Tabu Search Algorithm for Planning Rail-Truck Intermodal Freight Transport Wojciech Bożejko, Radoslaw Grymin, Szymon Jagiełło, Jarosław Pempera 289-299 Multi-machine Scheduling with Setup Times Wojciech Bożejko, Łukasz Kacprzak, Piotr Nadybski, Mieczysław Wodecki 300-311 Two Step Algorithm for Virtual Machine Distributed Replication with Limited Bandwidth Problem Wojciech Bożejko, Piotr Nadybski, Mieczysław Wodecki 312-321 An Optimization Based Software Tool for Individual Automated Guideway Transit Systems Ezzeddine Fatnassi 322-333 Determination of the Optimal Routes for Autonomous Unmanned Aerial Vehicle Under Varying Wind with Using of the Traveling Salesman Problem Algorithm Jerzy Greblicki, Maciej Walczyński 334-341 Cyber Security of the Application Layer of Mission Critical Industrial Systems Rafał Kozik, Michał Choraś, Rafał Renk, Witold Hołubowicz 342-351 Kohonen SOM for Image Slides Sequencing Ewa Skubalska-Rafajłowicz, Aneta Górniak 352-365 An Evolutionary Approach to Cyclic Real World Scheduling Dominik Żelazny 366-373 Algorithms Performance Evaluation of Probabilistic Time-Dependent Travel Time Computation Martin Golasowski, Radek Tomis, Jan Martinovič, Kateřina Slaninová, Lukáš Rapant 377-388 Flexible Global Constraint Extension for Dynamic Time Warping Tomáš Kocyan, Kateřina Slaninová, Jan Martinovič 389-401 Orthogonal Illuminations in Two Light-Source Photometric Stereo Ryszard Kozera, Alexander Prokopenya 402-415 Graph Clustering Using Early-Stopped Random Walks Małgorzata Lucińska, Sławomir Wierzchoń 416-428 Methods of Synthesis of Controlled Random Tests Ireneusz Mrozek, Vyacheslav Yarmolik 429-440 Blocking and Deadlocking Phenomena in Two-Server Tandem Configuration with Optional Feedback – Modeling and Parameter Sensitivity Investigation Walenty Oniszczuk 441-452 Mutual Information for Quaternion Time Series Michał Piórek 453-461 Algorithm of Allophone Borders Correction in Automatic Segmentation of Acoustic Units Janusz Rafałko 462-469 Decisions Ensemble of Classifiers with Modification of Confidence Values Robert Burduk, Paulina Baczyńska 473-480 Fuzzy Random Forest with C–Fuzzy Decision Trees Łukasz Gadomer, Zenon Sosnowski 481-492 On Using Speed as the Criteria of State Selection for Minimization of Finite State Machines Adam Klimowicz 493-503 PLACE_SUBST Transformation of P/T Petri Process Nets and Its Properties Ivo Martiník 504-515 Fuzzy Dempster-Shafer Modelling and Decision Rules Zenon Sosnowski, Jarosław Walijewski 516-529 Classification of Protein Interactions Based on Sparse Discriminant Analysis and Energetic Features Katarzyna Stąpor, Piotr Fabian 530-537 Ensembles of Heterogeneous Concept Drift Detectors - Experimental Study Michał Woźniak, Paweł Ksieniewicz, Bogusław Cyganek, Krzysztof Walkowiak 538-549 Intelligent Distributed Systems Harmony Search for Data Mining with Big Data Jerzy Balicki, Piotr Dryja, Waldemar Korłub 553-565 Harmony Search for Self-configuration of Fault–Tolerant and Intelligent Grids Jerzy Balicki, Waldemar Korłub, Jacek Paluszak, Maciej Tyszka 566-576 A Study on Fuzzy Cognitive Map Optimization Using Metaheuristics Aleksander Cisłak, Władysław Homenda, Agnieszka Jastrzębska 577-588 Pattern Recognition with Rejection Wladyslaw Homenda, Agnieszka Jastrzebska, Piotr Waszkiewicz, Anna Zawadzka 589-602 Connecting Household Weather Sensors to IoT World Pavel Moravec, Michal Krumnikl, Petr Olivka, David Seidl 603-616 An Electronic Document for Distributed Electronic Services Gerard Wawrzyniak, Imed Fray 617-630 Biometrics, Identification, Security FE8R - A Universal Method for Face Expression Recognition Majida Albakoor, Khalid Saeed, Mariusz Rybnik, Mohamad Dabash 633-646 A Fault-Tolerant Authenticated Key-Conference Agreement Protocol with Forward Secrecy Tomasz Hyla, Jerzy Pejaś 647-660 Towards Generating a Unique Signature for Remote User by Keystrokes Dynamics Puja Mukherjee, Rituparna Chaki 661-671 A Multimodal Biometric User Identification System Based on Keystroke Dynamics and Mouse Movements Piotr Panasiuk, Maciej Szymkowski, Marcin Dąbrowski, Khalid Saeed 672-681 An Efficient Three Factor Based Remote User Authentication Protocol for Distributed Networks Ashish Singh, Kakali Chatterjee 682-693 Miscellanous Music Emotion Maps in Arousal-Valence Space Jacek Grekow 697-706 Attribute Grammars for Controlling House Layout Customization Władysław Homenda, Krystian Kwieciński 707-719 The Radio Direction Finding with Advantage of the Software Defined Radio Josef Hrabal, David Seidl, Michal Krumnikl, Pavel Moravec, Petr Olivka 720-728 A Quality Assessment Framework for Large Datasets of Container-Trips Information Michail Makridis, Raúl Fidalgo-Merino, José-Antonio Cotelo-Lema, Aris Tsois, Enrico Checchi 729-740 Synthesis of High-Speed Finite State Machines in FPGAs by State Splitting Valery Salauyou 741-751

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