Artificial Intelligence Trends in Intelligent Systems: Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 1

Front Matter....Pages i-xv
A Genetic Algorithm to Improve Lifetime of Wireless Sensor Networks by Load Balancing....Pages 1-10
Proposal of a Fuzzy Control System for Heat Transfer Using PLC....Pages 11-19
The Study of Improved Particle Filtering Target Tracking Algorithm Based on Multi-features Fusion....Pages 20-32
Reflecting on Imbalance Data Issue When Teaching Performance Measures....Pages 33-42
Ontology Based Knowledge Representation for Cognitive Decision Making in Teaching Electrical Motor Concepts....Pages 43-53
Parametric Optimization Based on Bacterial Foraging Optimization....Pages 54-63
Hybrid Approach for Graph Partitioning....Pages 64-73
The Combined Method of Semantic Similarity Estimation of Problem Oriented Knowledge on the Basis of Evolutionary Procedures....Pages 74-83
The Development of Genetic Algorithm for Semantic Similarity Estimation in Terms of Knowledge Management Problems....Pages 84-93
Scheme Partitioning by Means of Evolutional Procedures Using Symbolic Solution Representation....Pages 94-104
Application of Ontological Approach for Learning Paths Formation....Pages 105-114
Empirical Evaluation of the Cycle Reservoir with Regular Jumps for Time Series Forecasting: A Comparison Study....Pages 115-124
Forecasting of Convective Precipitation Through NWP Models and Algorithm of Storms Prediction....Pages 125-136
Novel Decision-Based Modeling of Minimizing Usage Cost of Electricity in Smart Grid....Pages 137-145
Integrated Algorithm of the Domain Ontology Development....Pages 146-155
Formal Models of the Structural Errors in the Knowledge Bases of Intellectual Decision Making Systems....Pages 156-167
Hybrid Particle Swarm Optimization and Backpropagation Neural Network for Organic and Inorganic Waste Recognition....Pages 168-177
Calibration of Low-Cost Three Axis Accelerometer with Differential Evolution....Pages 178-187
Hierarchical Rough Fuzzy Self Organizing Map for Weblog Prediction....Pages 188-199
Approach to the Minimum Cost Flow Determining in Fuzzy Terms Considering Vitality Degree....Pages 200-209
Query Focused Multi document Summarization Based on the Multi facility Location Problem....Pages 210-219
Query Focused Multi-document Summarization Based on Five-Layered Graph and Universal Paraphrastic Embeddings....Pages 220-228
Prediction of Diseases Using Hadoop in Big Data - A Modified Approach....Pages 229-238
Building an Intelligent Call Distributor....Pages 239-248
A Fuzzy Logic Based Recommendation System for Classified Advertisement Websites....Pages 249-261
Potential Risk Factor Analysis and Risk Prediction System for Stroke Using Fuzzy Logic....Pages 262-272
Weighted Similarity: A New Similarity Measure for Document Ranking Features....Pages 273-280
Face Identification and Face Classification Using Computer Vision and Machine Learning Algorithm....Pages 281-290
DEMST-KNN: A Novel Classification Framework to Solve Imbalanced Multi-class Problem....Pages 291-301
Combined Method for Integration of Heterogeneous Ontology Models for Big Data Processing and Analysis....Pages 302-311
Enhancing Extraction Method for Aggregating Strength Relation Between Social Actors....Pages 312-321
A Case Study on Flat Rate Estimation Based on Fuzzy Logic....Pages 322-332
SA-Optimization Based Decision Support Model for Determining Fast-Food Restaurant Location....Pages 333-342
Bayesian Regularization-Based Classification for Proposed Textural and Geometrical Features in Brain MRI....Pages 343-353
The Comparison of Effects of Relevant-Feature Selection Algorithms on Certain Social-Network Text-Mining Viewpoints....Pages 354-363
An Improved Speaker Identification System Using Automatic Split-Merge Incremental Learning (A-SMILE) of Gaussian Mixture Models....Pages 364-373
Sarcasm Identification on Twitter: A Machine Learning Approach....Pages 374-383
The Problem of Critical Events’ Combinations in Air Transportation Systems....Pages 384-392
Using Text Mining Methods for Analysis of Production Data in Automotive Industry....Pages 393-403
Entropy Based Surface Quality Assessment of 3D Prints....Pages 404-413
Dim Line Tracking Using Deep Learning for Autonomous Line Following Robot....Pages 414-423
Properties of Genetic Algorithms for Automated Algebras Generation....Pages 424-433
An Application of a Discrete Firefly Algorithm in the Context of Smart Mobility....Pages 434-443
Hybrid Fuzzy Algorithm for Solving Operational Production Planning Problems....Pages 444-455
Synthesis Production Schedules Based on Ant Colony Optimization Method....Pages 456-465
The Use of Deep Learning for Segmentation of Bone Marrow Histological Images....Pages 466-473
Innovative Intelligent Interaction Systems of Loader Cranes and Their Human Operators....Pages 474-485
Smart Control of Lifting Devices Using Patterns and Antipatterns....Pages 486-493
Application of Clustering Techniques for Video Summarization – An Empirical Study....Pages 494-506
Survey on Various Traffic Monitoring and Reasoning Techniques....Pages 507-516
The Influence of Archive Size to SHADE....Pages 517-527
Comparing Border Strategies for Roaming Particles on Single and Multi-swarm PSO....Pages 528-536
On the Randomization of Indices Selection for Differential Evolution....Pages 537-547
Back Matter....Pages 549-550