Artificial Intelligence and Soft Computing: 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part I

Front Matter....Pages -
Front Matter....Pages 1-1
Neural Network-Based PCA: An Application to Approximation of a Distributed Parameter System....Pages 3-11
Parallel Realisation of the Recurrent Multi Layer Perceptron Learning....Pages 12-20
An Innovative Hybrid Neuro-wavelet Method for Reconstruction of Missing Data in Astronomical Photometric Surveys....Pages 21-29
Speeding Up the Training of Neural Networks with CUDA Technology....Pages 30-38
On the Uniform Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Time-Varying Environment....Pages 39-46
On the Strong Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Non-stationary Environment....Pages 47-54
On the Strong Convergence of the Recursive Orthogonal Series-Type Kernel Probabilistic Neural Networks Handling Time-Varying Noise....Pages 55-62
Incidental Neural Networks as Nomograms Generators....Pages 63-71
Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron....Pages 72-80
Information Freedom and Associative Artificial Intelligence....Pages 81-89
On the Application of the Parzen-Type Kernel Regression Neural Network and Order Statistics for Learning in a Non-stationary Environment....Pages 90-98
On Learning in a Time-Varying Environment by Using a Probabilistic Neural Network and the Recursive Least Squares Method....Pages 99-110
Binary Perceptron Learning Algorithm Using Simplex-Method....Pages 111-118
Objects Auto-selection from Stereo-Images Realised by Self-Correcting Neural Network....Pages 119-125
On-Line Trajectory-Based Linearisation of Neural Models for a Computationally Efficient Predictive Control Algorithm....Pages 126-134
Short Time Series of Website Visits Prediction by RBF Neural Networks and Support Vector Machine Regression....Pages 135-142
Spectra of the Spike-Flow Graphs in Geometrically Embedded Neural Networks....Pages 143-151
Weak Convergence of the Parzen-Type Probabilistic Neural Network Handling Time-Varying Noise....Pages 152-159
Strong Convergence of the Recursive Parzen-Type Probabilistic Neural Network Handling Nonstationary Noise....Pages 160-168
Improving Performance of Self-Organising Maps with Distance Metric Learning Method....Pages 169-177
Front Matter....Pages 1-1
Robust Neural Network for Novelty Detection on Data Streams....Pages 178-186
Solving Differential Equations by Means of Feed-Forward Artificial Neural Networks....Pages 187-195
Practical Application of Artificial Neural Networks in Designing Parameters of Steel Heat Treatment Processes....Pages 196-203
Front Matter....Pages 205-205
A New Method for Dealing with Unbalanced Linguistic Term Set....Pages 207-212
Fuzzy Clustering of Intuitionistic Fuzzy Data....Pages 213-220
A New Method for Comparing Interval-Valued Intuitionistic Fuzzy Values....Pages 221-228
The Use of Belief Intervals in Operations on Intuitionistic Fuzzy Values....Pages 229-236
A Method of Fast Application of the Fuzzy PID Algorithm Using Industrial Control Device....Pages 237-246
Implications on Ordered Fuzzy Numbers and Fuzzy Sets of Type Two....Pages 247-255
Fuzzy Supervised Self-Organizing Map for Semi-supervised Vector Quantization....Pages 256-265
Fuzzy Inference-Based Reliable Fall Detection Using Kinect and Accelerometer....Pages 266-273
Defuzzification Functionals Are Homogeneous, Restrictive Additive and Normalized Functions....Pages 274-282
Determining OWA Operator Weights by Mean Absolute Deviation Minimization....Pages 283-291
Efficient MPC Algorithms Based on Fuzzy Wiener Models and Advanced Methods of Prediction Generation....Pages 292-300
Evaluation of Health-Related Fitness Using Fuzzy Inference Elements....Pages 301-309
Fuzzy Regression Compared to Classical Experimental Design in the Case of Flywheel Assembly....Pages 310-317
A New Fuzzy Classifier for Data Streams....Pages 318-324
Metasets: A New Approach to Partial Membership....Pages 325-333
On an Enhanced Method for a More Meaningful Pearson’s Correlation Coefficient between Intuitionistic Fuzzy Sets....Pages 334-341
Surface Area of Level-2 Fuzzy Regions....Pages 342-349
Front Matter....Pages 205-205
Fuzzy Neural Gas for Unsupervised Vector Quantization....Pages 350-358
Fuzzy Epoch-Incremental Reinforcement Learning Algorithm....Pages 359-366
Front Matter....Pages 367-367
Statistically–Induced Kernel Function for Support Vector Machine Classifier....Pages 369-377
Bandwidth Selection in Kernel Density Estimators for Multiple-Resolution Classification....Pages 378-386
Competing Risks and Survival Tree Ensemble....Pages 387-393
Sign Language Recognition Using Kinect....Pages 394-402
Investigation of Rotation Forest Method Applied to Property Price Prediction....Pages 403-411
Locally Optimized Kernels....Pages 412-420
Application of Hierarchical Classifier to Minimal Synchronizing Word Problem....Pages 421-429
Dimensionality Reduction Using External Context in Pattern Recognition Problems with Ordered Labels....Pages 430-438
SVM with CUDA Accelerated Kernels for Big Sparse Problems....Pages 439-447
Initialization of Nonnegative Matrix Factorization with Vertices of Convex Polytope....Pages 448-455
Front Matter....Pages 457-457
Comparison of Corner Detectors for Revolving Objects Matching Task....Pages 459-467
A Hierarchical Action Recognition System Applying Fisher Discrimination Dictionary Learning via Sparse Representation....Pages 468-476
Do We Need Complex Models for Gestures? A Comparison of Data Representation and Preprocessing Methods for Hand Gesture Recognition....Pages 477-485
Learning 3D AAM Fitting with Kernel Methods....Pages 486-494
An Analytical Approach to the Image Reconstruction Problem Using EM Algorithm....Pages 495-500
Recognition of Two-Dimensional Shapes Based on Dependence Vectors....Pages 501-508
Ranking by K-Means Voting Algorithm for Similar Image Retrieval....Pages 509-517
Shape Parametrization and Contour Curvature Using Method of Hurwitz-Radon Matrices....Pages 518-526
Front Matter....Pages 457-457
Vision-Based Recognition of Fingerspelled Acronyms Using Hierarchical Temporal Memory....Pages 527-534
Lip Tracking Method for the System of Audio-Visual Polish Speech Recognition....Pages 535-542
Object Recognition Using Summed Features Classifier....Pages 543-550
Novel Method for Parasite Detection in Microscopic Samples....Pages 551-558
Lipreading Procedure Based on Dynamic Programming....Pages 559-566
Meshes vs. Depth Maps in Face Recognition Systems....Pages 567-573
Facial Expression Recognition for Detecting Human Aggression....Pages 574-582
Combining Color and Haar Wavelet Responses for Aerial Image Classification....Pages 583-591
Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis....Pages 592-599
Full Body Motion Tracking in Monocular Images Using Particle Swarm Optimization....Pages 600-607
DriastSystem: A Computer Vision Based Device for Real Time Traffic Sign Detection and Recognition....Pages 608-616
Real-Time Object Tracking Algorithm Employing On-Line Support Vector Machine and Multiple Candidate Regeneration....Pages 617-625
Front Matter....Pages 627-627
On the Complexity of Shared Conceptualizations....Pages 629-638
Local Controlled Vocabulary for Modern Web Service Description....Pages 639-646
Semantics and Reasoning for Control Application Engineering Models....Pages 647-655
MapReduce Approach to Collective Classification for Networks....Pages 656-663
Semantic Wiki-Based Knowledge Management System by Interleaving Ontology Mapping Tool....Pages 664-672
A Method for Tuning User Profiles Based on Analysis of User Preference Dynamics in Document Retrieval Systems....Pages 673-681
A Term Normalization Method for Better Performance of Terminology Construction....Pages 682-690
Stabilisation and Steering of Quadrocopters Using Fuzzy Logic Regulators....Pages 691-698
Back Matter....Pages -