Computer Information Systems and Industrial Management: 15th IFIP TC8 International Conference, CISIM 2016, Vilnius, Lithuania, September 14-16, 2016, Proceedings

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
Neural Networks – State of Art, Brief History, Basic Models and Architecture....Pages 3-14
Front Matter....Pages 15-15
Complex Adaptive Systems and Interactive Granular Computing....Pages 17-22
Innovation and Big Data....Pages 23-30
Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets....Pages 31-42
Embedding the V-Detector Algorithm in FPGA....Pages 43-54
Attribute Reduction Based on MapReduce Model and Discernibility Measure....Pages 55-66
Mapping Points Back from the Concept Space with Minimum Mean Squared Error....Pages 67-78
Representatives of Rough Regions for Generating Classification Rules....Pages 79-90
Hardware Supported Rough Sets Based Rules Generation for Big Datasets....Pages 91-102
Front Matter....Pages 103-103
Information Density Based Image Binarization for Text Document Containing Graphics....Pages 105-115
MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors....Pages 116-128
Detection of Orbital Floor Fractures by Principal Component Analysis....Pages 129-138
An Approach to Cell Nuclei Counting in Histological Image Analysis....Pages 139-147
Automatic Segmentation Framework for Fluorescence in Situ Hybridization Cancer Diagnosis....Pages 148-159
Neural Network Classification of SDR Signal Modulation....Pages 160-171
Skull Stripping for MRI Images Using Morphological Operators....Pages 172-182
Empirical Assessment of Performance Measures for Preprocessing Moments in Imbalanced Data Classification Problem....Pages 183-194
Front Matter....Pages 195-195
Optimization of Chosen Transport Task by Using Generic Algorithms....Pages 197-205
Fast Branch and Bound Algorithm for the Travelling Salesman Problem....Pages 206-217
Simulations for Tuning a Laser Power Control System of the Cladding Process....Pages 218-229
Front Matter....Pages 195-195
Automated Application of Inventory Optimization....Pages 230-239
Optimal Ellipse Based Algorithm as an Approximate and Robust Solution of Minimum Volume Covering Ellipse Problem....Pages 240-250
Process of Point Clouds Merging for Mapping of a Robot’s Working Environment....Pages 251-264
Techniques of Czech Language Lossless Text Compression....Pages 265-276
Optimization of Combining of Self Organizing Maps and Growing Neural Gas....Pages 277-286
Front Matter....Pages 287-287
Robust Tabu Search Algorithm for Planning Rail-Truck Intermodal Freight Transport....Pages 289-299
Multi-machine Scheduling with Setup Times....Pages 300-311
Two Step Algorithm for Virtual Machine Distributed Replication with Limited Bandwidth Problem....Pages 312-321
An Optimization Based Software Tool for Individual Automated Guideway Transit Systems....Pages 322-333
Determination of the Optimal Routes for Autonomous Unmanned Aerial Vehicle Under Varying Wind with Using of the Traveling Salesman Problem Algorithm....Pages 334-341
Cyber Security of the Application Layer of Mission Critical Industrial Systems....Pages 342-351
Kohonen SOM for Image Slides Sequencing....Pages 352-365
An Evolutionary Approach to Cyclic Real World Scheduling....Pages 366-373
Front Matter....Pages 375-375
Performance Evaluation of Probabilistic Time-Dependent Travel Time Computation....Pages 377-388
Flexible Global Constraint Extension for Dynamic Time Warping....Pages 389-401
Orthogonal Illuminations in Two Light-Source Photometric Stereo....Pages 402-415
Graph Clustering Using Early-Stopped Random Walks....Pages 416-428
Methods of Synthesis of Controlled Random Tests....Pages 429-440
Blocking and Deadlocking Phenomena in Two-Server Tandem Configuration with Optional Feedback – Modeling and Parameter Sensitivity Investigation....Pages 441-452
Mutual Information for Quaternion Time Series....Pages 453-461
Front Matter....Pages 375-375
Algorithm of Allophone Borders Correction in Automatic Segmentation of Acoustic Units....Pages 462-469
Front Matter....Pages 471-471
Ensemble of Classifiers with Modification of Confidence Values....Pages 473-480
Fuzzy Random Forest with C–Fuzzy Decision Trees....Pages 481-492
On Using Speed as the Criteria of State Selection for Minimization of Finite State Machines....Pages 493-503
PLACE_SUBST Transformation of P/T Petri Process Nets and Its Properties....Pages 504-515
Fuzzy Dempster-Shafer Modelling and Decision Rules....Pages 516-529
Classification of Protein Interactions Based on Sparse Discriminant Analysis and Energetic Features....Pages 530-537
Ensembles of Heterogeneous Concept Drift Detectors - Experimental Study....Pages 538-549
Front Matter....Pages 551-551
Harmony Search for Data Mining with Big Data....Pages 553-565
Harmony Search for Self-configuration of Fault–Tolerant and Intelligent Grids....Pages 566-576
A Study on Fuzzy Cognitive Map Optimization Using Metaheuristics....Pages 577-588
Pattern Recognition with Rejection....Pages 589-602
Connecting Household Weather Sensors to IoT World....Pages 603-616
An Electronic Document for Distributed Electronic Services....Pages 617-630
Front Matter....Pages 631-631
FE8R - A Universal Method for Face Expression Recognition....Pages 633-646
A Fault-Tolerant Authenticated Key-Conference Agreement Protocol with Forward Secrecy....Pages 647-660
Towards Generating a Unique Signature for Remote User by Keystrokes Dynamics....Pages 661-671
A Multimodal Biometric User Identification System Based on Keystroke Dynamics and Mouse Movements....Pages 672-681
An Efficient Three Factor Based Remote User Authentication Protocol for Distributed Networks....Pages 682-693
Front Matter....Pages 695-695
Music Emotion Maps in Arousal-Valence Space....Pages 697-706
Front Matter....Pages 695-695
Attribute Grammars for Controlling House Layout Customization....Pages 707-719
The Radio Direction Finding with Advantage of the Software Defined Radio....Pages 720-728
A Quality Assessment Framework for Large Datasets of Container-Trips Information....Pages 729-740
Synthesis of High-Speed Finite State Machines in FPGAs by State Splitting....Pages 741-751
Back Matter....Pages 753-754