Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II

Front Matter....Pages -
Front Matter....Pages 1-1
Visual Dictionary Pruning Using Mutual Information and Information Gain....Pages 3-14
Mining Telecommunication Networks to Enhance Customer Lifetime Predictions....Pages 15-26
A Note on Machine Learning Approach to Analyze the Results of Pairwise Comparison Based Parametric Evaluation of Research Units....Pages 27-39
Bagging of Instance Selection Algorithms....Pages 40-51
Essential Attributes Generation for Some Data Mining Tasks....Pages 52-62
Visualizing Random Forest with Self-Organising Map....Pages 63-71
B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization....Pages 72-81
Variants and Performances of Novel Direct Learning Algorithms for L2 Support Vector Machines....Pages 82-91
Front Matter....Pages 93-93
Evolving Parameters for a Noisy Biological System – The Impact of Alternative Approaches....Pages 95-106
Classification of EEG Signals Using Vector Quantization....Pages 107-118
Offline Text-Independent Handwriting Identification and Shape Modeling via Probabilistic Nodes Combination....Pages 119-130
Computer-Aided System for Automatic Classification of Suspicious Lesions in Breast Ultrasound Images....Pages 131-142
The Classifier for Prediction of Peri-operative Complications in Cervical Cancer Treatment....Pages 143-154
Face Classification Based on Linguistic Description of Facial Features....Pages 155-166
Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems....Pages 167-178
A New Three-Dimensional Facial Landmarks in Recognition....Pages 179-186
Computer-Aided Off-Line Diagnosis of Epileptic Seizures....Pages 187-194
Active Region Approach for Segmentation of Medical Images....Pages 195-206
SCM-driven Tree View for Microarray Data....Pages 207-215
New Method for Dynamic Signature Verification Using Hybrid Partitioning....Pages 216-230
Front Matter....Pages 93-93
New Method for Dynamic Signature Verification Based on Global Features....Pages 231-245
Front Matter....Pages 247-247
Investigating the Rate of Failure of Asynchronous Gathering in a Swarm of Fat Robots with Limited Visibility....Pages 249-256
Modeling Context-Aware and Agent-Ready Systems for the Outdoor Smart Lighting....Pages 257-268
Problem of Agents Cooperation in Heterogeneous Graph-Based Knowledge Environment....Pages 269-277
Managing Machine’s Motivations....Pages 278-289
Globalised Dual Heuristic Dynamic Programming in Tracking Control of the Wheeled Mobile Robot....Pages 290-301
Fuzzy Sensor-Based Navigation with Neural Tracking Control of the Wheeled Mobile Robot....Pages 302-313
Front Matter....Pages 315-315
Fuzzy and Neural Rotor Resistance Estimator for Vector Controlled Induction Motor Drives....Pages 317-327
ALMM Solver - A Tool for Optimization Problems....Pages 328-338
Tournament Searching Method for Optimization of the Forecasting Model Based on the Nadaraya-Watson Estimator....Pages 339-348
A New Algorithm for Identification of Significant Operating Points Using Swarm Intelligence....Pages 349-362
Artificial Bee Colony Algorithm Used for Reconstructing the Heat Flux Density in the Solidification Process....Pages 363-372
Simulations of Credibility Evaluation and Learning in a Web 2.0 Community....Pages 373-384
Optimization of Composite Structures Using Bio-inspired Methods....Pages 385-395
Applying Metamodels and Sequential Sampling for Constrained Optimization of Process Operations....Pages 396-407
Front Matter....Pages 409-409
A New Measure of Conflict and Hybrid Combination Rules in the Evidence Theory....Pages 411-422
On Measuring Association between Groups of Rankings in Recommender Systems....Pages 423-432
An Arduino-Simulink-Control System for Modern Hand Protheses....Pages 433-444
Solving Timetabling Problems on GPU....Pages 445-455
Scheduling Problem with Uncertain Parameters in Just in Time System....Pages 456-467
Front Matter....Pages 409-409
Variable Neighborhood Search for Non-deterministic Problems....Pages 468-478
Emergent Phenomena in Constrained 3D Layout Design....Pages 479-489
Brainy: A Machine Learning Library....Pages 490-499
Optimisation of Character n-gram Profiles Method for Intrinsic Plagiarism Detection....Pages 500-511
A Recommender System Based on Customer Reviews Mining....Pages 512-523
Complex System Analysis Using Softcomputing....Pages 524-535
Can the Generation of Test Cases for Unit Testing be Automated with Rules?....Pages 536-547
Implementing a Supply Chain Management Policy System Based on Rough Set Theory....Pages 548-557
What Is the Primary Language?....Pages 558-569
Signal Randomness Measure for BSS Ensemble Predictors....Pages 570-578
An Incremental Map-Matching Algorithm Based on Hidden Markov Model....Pages 579-590
Front Matter....Pages 591-591
Multi-class Classification: A Coding Based Space Partitioning....Pages 593-604
From Single Image to List of Objects Based on Edge and Blob Detection....Pages 605-615
Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects....Pages 616-626
Using Facial Asymmetry Properties and Hidden Markov Models for Biometric Authentication in Security Systems....Pages 627-638
Spatial Keypoint Representation for Visual Object Retrieval....Pages 639-650
Front Matter....Pages 651-651
On Orientation Sensitive Defuzzification Functionals....Pages 653-664
The Linguistic Modeling of Fuzzy System as Multicriteria Evaluator for the Multicast Routing Algorithms....Pages 665-675
Optimizing Inventory of a Firm under Fuzzy Data....Pages 676-687
An Approach to Cardinality of First Order Metasets....Pages 688-699
Front Matter....Pages 651-651
Fuzzy System for the Classification of Sounds of Birds Based on the Audio Descriptors....Pages 700-709
Front Matter....Pages 711-711
Generalized Tree-Like Self-Organizing Neural Networks with Dynamically Defined Neighborhood for Cluster Analysis....Pages 713-725
Nonnegative Matrix Factorization for Document Clustering: A Survey....Pages 726-737
Fuzzy c-Medoid Graph Clustering....Pages 738-748
A Spectral Clustering Algorithm Based on Eigenvector Localization....Pages 749-759
HiBi – The Algorithm of Biclustering the Discrete Data....Pages 760-771
Asymmetric k -means Clustering of the Asymmetric Self-Organizing Map....Pages 772-783
DenClust: A Density Based Seed Selection Approach for K-Means....Pages 784-795
Exploiting Structural Information of Data in Active Learning....Pages 796-808
On Mean Shift Clustering for Directional Data on a Hypersphere....Pages 809-818
Back Matter....Pages -