Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2014

Front Matter....Pages 1-15
Multi-Agent System for Remote Healthcare Monitoring....Pages 1-12
Optimization of Wireless Sensor Node Parameters by Differential Evolution and Particle Swarm Optimization....Pages 13-22
Improving the Dendritic Cell Algorithm Performance Using Fuzzy-Rough Set Theory as a Pattern Discovery Technique....Pages 23-32
Heuristics and H-optimum Estimators in a Model with Type-I Constraints....Pages 33-42
Hybrid Job Scheduling Algorithm for Cloud Computing Environment....Pages 43-52
Using Singular Value Decomposition as a Solution for Search Result Clustering....Pages 53-61
Land Cover Disturbance due to Tourism in Czech Republic....Pages 63-72
Power Demand Daily Predictions Using the Combined Differential Polynomial Network....Pages 73-82
Liver CT Image Segmentation with an Optimum Threshold Using Measure of Fuzziness....Pages 83-92
Retinal Vessel Segmentation Based on Flower Pollination Search Algorithm....Pages 93-100
Predicting Biological Activity of 2,4,6-trisubstituted 1,3,5-triazines Using Random Forest....Pages 101-110
Rich Internet Application for Crisis Management Support – Case Study on Floods in Olomouc City....Pages 111-120
Climate Recommender System for Wheat Cultivation in North Egyptian Sinai Peninsula....Pages 121-130
Fuzzy C-Means Based Liver CT Image Segmentation with Optimum Number of Clusters....Pages 131-139
Complex Network Analysis of Evolutionary Algorithms Applied to Combinatorial Optimisation Problem....Pages 141-150
A New Hybrid Particle Swarm Optimization with Variable Neighborhood Search for Solving Unconstrained Global Optimization Problems....Pages 151-160
Visualizing and Identifying the DNA Methylation Markers in Breast Cancer Tumor Subtypes....Pages 161-171
Multiobjective Genetic Programming of Agent Decision Strategies....Pages 173-182
Clustering the Sources of EEG Activity during Motor Imagery by Attractor Neural Network with Increasing Activity (ANNIA)....Pages 183-191
Neutrosophic Sets and Fuzzy C-Means Clustering for Improving CT Liver Image Segmentation....Pages 193-203
Random Forests Based Classification for Crops Ripeness Stages....Pages 205-215
Cattle Identification Using Muzzle Print Images Based on Texture Features Approach....Pages 217-227
Networks Community Detection Using Artificial Bee Colony Swarm Optimization....Pages 229-239
Underdetermined Blind Separation of Mixtures of an Unknown Number of Sources with Additive White and Pink Noises....Pages 241-250
Selection of Nodes and Sensors for Monitoring of Air Pollutants Related to City Traffic....Pages 251-260
Orphan Drug Legislation with Data Fusion Rules Using Multiple Fingerprints Measurements....Pages 261-270
A Framework of Secured and Bio-Inspired Image Steganography Using Chaotic Encryption with Genetic Algorithm Optimization (CEGAO)....Pages 271-280
Design and Implementation of an Improved Datacenter Broker Policy to Improve the QoS of a Cloud....Pages 281-290
Evolutionary Techniques for Image Segmentation....Pages 291-300
Dimensionality Reduction and Prediction of the Protein Macromolecule Dissolution Profile....Pages 301-310
Remote Sensing Image Fusion Approach Based on Brovey and Wavelets Transforms....Pages 311-321
Application of FUZZY-AHP for Industrial Cluster Identification....Pages 323-332
Basic Mechanisms of the Formal Knowledge Representation for the Information Searching Tool for Process Modeling....Pages 333-342
Prediction of Oil Prices Using Bagging and Random Subspace....Pages 343-354
Comparison of Local and Global Ranking in Networks....Pages 355-364
Formalization of Software Process Using Intuitive Mapping of UML Activity Diagram to CPN....Pages 365-374
Comparison of Feature Reduction Methods in the Task of Arrhythmia Classification....Pages 375-382
Short Term Power Prediction of the Photovoltaic Power Station Based on Power Profiles....Pages 383-393
Bagging Technique Using Temporal Expansion Functions....Pages 395-404
An Improved Prediction Approach for Progression of Ocular Hypertension to Primary Open Angle Glaucoma....Pages 405-412
System Identification Using Genetic Algorithms....Pages 413-418
Maximizing Vector Distances for Purpose of Searching—A Study of Differential Evolution Suitability....Pages 419-428
Application of Neural Networks for the Classification of Gender from Kick Force Profile – A Small Scale Study....Pages 429-438
Back Matter....Pages 439-440