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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