Artificial Intelligence and Soft Computing: 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
Improving Automatic Classifiers Through Interaction....Pages 3-13
Frequent Closed Patterns Based Multiple Consensus Clustering....Pages 14-26
Complexity of Rule Sets Induced from Data Sets with Many Lost and Attribute-Concept Values....Pages 27-36
On the Cesàro-Means-Based Orthogonal Series Approach to Learning Time-Varying Regression Functions....Pages 37-48
Nonparametric Estimation of Edge Values of Regression Functions....Pages 49-59
Hybrid Splitting Criterion in Decision Trees for Data Stream Mining....Pages 60-72
Data Intensive vs Sliding Window Outlier Detection in the Stream Data — An Experimental Approach....Pages 73-87
Towards Feature Selection for Appearance Models in Solar Event Tracking....Pages 88-101
Text Mining with Hybrid Biclustering Algorithms....Pages 102-113
A Modification of the Silhouette Index for the Improvement of Cluster Validity Assessment....Pages 114-124
Similarities, Dissimilarities and Types of Inner Products for Data Analysis in the Context of Machine Learning....Pages 125-133
Front Matter....Pages 135-135
Detection of Behavioral Data Based on Recordings from Energy Usage Sensor....Pages 137-146
Regularization Methods for the Analytical Statistical Reconstruction Problem in Medical Computed Tomography....Pages 147-158
A Case-Based Approach to Nosocomial Infection Detection....Pages 159-168
Computational Classification of Melanocytic Skin Lesions....Pages 169-178
Finding Free Schedules for RNA Secondary Structure Prediction....Pages 179-188
A Kinect-Based Support System for Children with Autism Spectrum Disorder....Pages 189-199
From Biometry to Signature-As-A-Service: The Idea, Architecture and Realization....Pages 200-209
Self Organizing Maps for 3D Face Understanding....Pages 210-217
A New Approach to the Dynamic Signature Verification Aimed at Minimizing the Number of Global Features....Pages 218-231
Front Matter....Pages 135-135
An Idea of the Dynamic Signature Verification Based on a Hybrid Approach....Pages 232-246
Front Matter....Pages 247-247
A New Method for Generating Nonlinear Correction Models of Dynamic Objects Based on Semantic Genetic Programming....Pages 249-261
A New Method for Generating of Fuzzy Rules for the Nonlinear Modelling Based on Semantic Genetic Programming....Pages 262-278
A New Approach for Using the Fuzzy Decision Trees for the Detection of the Significant Operating Points in the Nonlinear Modeling....Pages 279-292
A New Method of the Intelligent Modeling of the Nonlinear Dynamic Objects with Fuzzy Detection of the Operating Points....Pages 293-305
Why Systems of Temporal Logic Are Sometimes (Un)useful?....Pages 306-316
New Integral Approach to the Specification of STPU-Solutions....Pages 317-328
Towards Verification of Dialogue Protocols: A Mathematical Model....Pages 329-339
Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with “Queued” Waking up and Balking....Pages 340-351
Some Novel Results of Collective Knowledge Increase Analysis Using Euclidean Space....Pages 352-363
Ontological Approach to Design Reasoning with the Use of Many-Sorted First-Order Logic....Pages 364-374
Local Modeling with Local Dimensionality Reduction: Learning Method of Mini-Models....Pages 375-383
Evolutionary Multiobjective Optimization of Liquid Fossil Fuel Reserves Exploitation with Minimizing Natural Environment Contamination....Pages 384-394
SOMA Swarm Algorithm in Computer Games....Pages 395-406
Front Matter....Pages 407-407
Tabu Search Algorithm with Neural Tabu Mechanism for the Cyclic Job Shop Problem....Pages 409-418
Parallel Tabu Search Algorithm with Uncertain Data for the Flexible Job Shop Problem....Pages 419-428
A Method of Analysis and Visualization of Structured Datasets Based on Centrality Information....Pages 429-441
Forward Chaining with State Monad....Pages 442-452
From SBVR to BPMN and DMN Models. Proposal of Translation from Rules to Process and Decision Models....Pages 453-462
On Cooperation in Multi-agent System, Based on Heterogeneous Knowledge Representation....Pages 463-473
Front Matter....Pages 407-407
Authorship Attribution of Polish Newspaper Articles....Pages 474-483
Use of Different Movement Mechanisms in Cockroach Swarm Optimization Algorithm for Traveling Salesman Problem....Pages 484-493
The Concept of Molecular Neurons....Pages 494-501
Crowd Teaches the Machine: Reducing Cost of Crowd-Based Training of Machine Classifiers....Pages 502-511
Indoor Localization of a Moving Mobile Terminal by an Enhanced Particle Filter Method....Pages 512-522
Unsupervised Detection of Unusual Behaviors from Smart Home Energy Data....Pages 523-534
Associative Memory Idea in a Nano-Environment....Pages 535-545
A New Approach to Designing of Intelligent Emulators Working in a Distributed Environment....Pages 546-558
The Use of Rough Sets Theory to Select Supply Routes Depending on the Transport Conditions....Pages 559-569
Predicting Success of Bank Direct Marketing by Neuro-fuzzy Systems....Pages 570-576
The Confidence Intervals in Computer Go....Pages 577-588
Front Matter....Pages 589-589
RoughCut–New Approach to Segment High-Resolution Images....Pages 591-601
Vision Based Techniques of 3D Obstacle Reconfiguration for the Outdoor Drilling Mobile Robot....Pages 602-612
A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing....Pages 613-623
Accelerating SVM with GPU: The State of the Art....Pages 624-634
The Bag-of-Features Algorithm for Practical Applications Using the MySQL Database....Pages 635-646
Image Descriptor Based on Edge Detection and Crawler Algorithm....Pages 647-659
Neural Video Compression Based on RBM Scene Change Detection Algorithm....Pages 660-669
A Novel Convolutional Neural Network with Glial Cells....Pages 670-679
Examination of the Deep Neural Networks in Classification of Distorted Signals....Pages 680-688
Front Matter....Pages 589-589
Color-Based Large-Scale Image Retrieval with Limited Hardware Resources....Pages 689-699
Intelligent Driving Assistant System....Pages 700-711
Novel Image Descriptor Based on Color Spatial Distribution....Pages 712-722
Stereo Matching by Using Self-distributed Segmentation and Massively Parallel GPU Computing....Pages 723-733
Diabetic Retinopathy Related Lesions Detection and Classification Using Machine Learning Technology....Pages 734-745
Query-by-Example Image Retrieval in Microsoft SQL Server....Pages 746-754
New Algorithms for a Granular Image Recognition System....Pages 755-766
Back Matter....Pages 767-770