Cardiology Core Curriculum: A Problem Based Approach

Front Matter....Pages -
Evolutionary Design of Information Systems Architectures....Pages 1-8
Clifford Support Vector Machines for Classification....Pages 9-16
Uncertain Variables and Systems – New Problems and Results....Pages 17-29
Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications....Pages 30-37
Visualization of Hidden Node Activity in Neural Networks: I. Visualization Methods....Pages 38-43
Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks....Pages 44-49
Rough Set Approach to Incomplete Data....Pages 50-55
Neural Networks of Positive Systems....Pages 56-63
Support of Natural, by Artificial, Intelligence Using Utility as Behavioral Goal....Pages 64-72
Top-Down Selective Attention for Robust Perception of Noisy and Confusing Patterns....Pages 73-78
On ANN Based Solutions for Real-World Industrial Requirements....Pages 79-90
 ActiveMath : An Intelligent Tutoring System for Mathematics....Pages 91-101
Inference Rules and Decision Rules....Pages 102-108
Survival of Intelligent Agents in Changing Environments....Pages 109-117
Inducing Robust Decision Rules from Rough Approximations of a Preference Relation....Pages 118-132
The New Concept in Computer Vision: Automatic Understanding of the Images....Pages 133-144
Dynamic High Order Neural Networks: Application for Fault Diagnosis....Pages 145-150
Momentum Modification of the RLS Algorithms....Pages 151-157
Parallel Realisation of QR Algorithm for Neural Networks Learning....Pages 158-165
Rainfall-Runoff Modelling Using Three Neural Network Methods....Pages 166-171
Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm....Pages 172-177
Parallelization of the SOM-Based Integrated Mapping....Pages 178-183
Training Radial Basis Functions by Gradient Descent....Pages 184-189
Generalized Backpropagation through Time for Continuous Time Neural Networks and Discrete Time Measurements....Pages 190-196
Experiments on Ensembles of Radial Basis Functions....Pages 197-202
Orthodoxy Basis Functions and Convergence Property in Procedure Neural Networks....Pages 203-209
Confidence Estimation of GMDH Neural Networks....Pages 210-216
On Some Factors Influencing MLP Error Surface....Pages 217-222
Discovery of Linguistic Rules by Means of RBF Network for Fault Detection in Electronic Circuits....Pages 223-228
Combining Space-Filling Curves and Radial Basis Function Networks....Pages 229-234
Chaotic Itinerancy for Patterns Separation....Pages 235-240
Dynamic Search Trajectory Methods for Neural Network Training....Pages 241-246
Visualizing and Analyzing Multidimensional Output from MLP Networks via Barycentric Projections....Pages 247-252
Optimization of Centers’ Positions for RBF Nets with Generalized Kernels....Pages 253-259
Fixed Non–linear Combining Rules versus Adaptive Ones....Pages 260-265
Learning and System Modeling via Hamiltonian Neural Networks....Pages 266-271
Recurrent Network Structure for Computing Quasi-inverses of the Sierpiński Space-Filling Curves....Pages 272-277
Comparison of Reasoning Methods for Fuzzy Control....Pages 278-283
Fuzzy Modelling with a Compromise Fuzzy Reasoning....Pages 284-289
A Self Tuning Fuzzy Inference System for Noise Reduction....Pages 290-295
Fuzzy-Neural Networks in the Diagnosis of Motor-Car’s Current Supply Circuit....Pages 296-301
Fuzzy Number-Based Hierarchical Fuzzy System....Pages 302-307
Stock Trend Prediction Using Neurofuzzy Predictors Based on Brain Emotional Learning Algorithm....Pages 308-313
Digital Implementation of Fuzzy Petri Net Based on Asynchronous Fuzzy RS Flip-Flop....Pages 314-319
Fuzzy Calculator – Useful Tool for Programming with Fuzzy Algebra....Pages 320-325
On Defuzzyfication of Ordered Fuzzy Numbers....Pages 326-331
Information Criterions Applied to Neuro-Fuzzy Architectures Design....Pages 332-337
On Hesitation Degrees in IF-Set Theory....Pages 338-343
Fuzzy Cognitive Maps Learning through Swarm Intelligence....Pages 344-349
Application of the General Gaussian Membership Function for the Fuzzy Model Parameters Tunning....Pages 350-355
Are Linguistic Evaluations Used by People of Possibilistic or Probabilistic Nature?....Pages 356-363
Fuzzy Linear Programming in Ship Trajectory Optimization in a Restricted Area....Pages 364-369
Application of Fuzzy Weighted Feature Diagrams to Model Variability in Software Families....Pages 370-375
Neuro-Fuzzy Relational Classifiers....Pages 376-380
What Differs Interval Type-2 FLS from Type-1 FLS?....Pages 381-387
A Similarity Measure for Intuitionistic Fuzzy Sets and Its Application in Supporting Medical Diagnostic Reasoning....Pages 388-393
Multi-criterion Evolutionary Algorithm with Model of the Immune System to Handle Constraints for Task Assignments....Pages 394-399
Parallel Genetic Algorithm for Minimizing Total Weighted Completion Time....Pages 400-405
Adaptive Evolutionary Computation – Application for Mixed Linear Programming....Pages 406-413
Adaptive Evolutionary Computation of the Parametric Optimization Problem....Pages 414-419
Concentration of Population in Phenotypic Evolution....Pages 420-425
An Evolutionary Clustering Algorithm....Pages 426-431
An Evolutionary Algorithm for Oblique Decision Tree Induction....Pages 432-437
Propagation of Building Blocks in SGA and MPGA....Pages 438-443
Selection Pressure and an Efficiency of Neural Network Architecture Evolving....Pages 444-449
Rule Extraction from Neural Network by Genetic Algorithm with Pareto Optimization....Pages 450-455
Graph Transformations in Evolutionary Design....Pages 456-461
A Genetic Algorithm for Probabilistic SAT Problem....Pages 462-467
Design and Optimization of Combinational Digital Circuits Using Modified Evolutionary Algorithm....Pages 468-473
Modified Version of Roulette Selection for Evolution Algorithms – The Fan Selection....Pages 474-479
New Genetic Crossover Operator for the TSP....Pages 480-485
Hybridization of Blind Source Separation and Rough Sets for Proteomic Biomarker Indentification....Pages 486-491
Inducing Jury’s Preferences in Terms of Acoustic Features of Violin Sounds....Pages 492-497
Fuzzy Implication Operators in Variable Precision Fuzzy Rough Sets Model....Pages 498-503
Fuzzyfication of Indiscernibility Relation for Structurizing Lists of Synonyms and Stop-Lists for Search Engines....Pages 504-509
Rough Sets in the Neuro-Fuzzy Architectures Based on Monotonic Fuzzy Implications....Pages 510-517
Rough Sets in the Neuro-Fuzzy Architectures Based on Non-monotonic Fuzzy Implications....Pages 518-525
On L–Fuzzy Rough Sets....Pages 526-531
Application of Rough Sets Techniques to Induction Machine Broken Bar Detection....Pages 532-537
Application of Rough Sets and Neural Networks to Forecasting University Facility and Administrative Cost Recovery....Pages 538-543
Selection of the Linearly Separable Feature Subsets....Pages 544-549
Short-Time Signal Analysis Using Pattern Recognition Methods....Pages 550-555
Application of Genetic Algorithms and Kohonen Networks to Cluster Analysis....Pages 556-561
Modified Kohonen Networks for Complex Cluster-Analysis Problems....Pages 562-567
Reducing the Computational Demands for Nearest Centroid Neighborhood Classifiers....Pages 568-573
SSV Criterion Based Discretization for Naive Bayes Classifiers....Pages 574-579
Comparison of Instance Selection Algorithms II. Results and Comments....Pages 580-585
SBL-PM-M: A System for Partial Memory Learning....Pages 586-591
Relevance LVQ versus SVM....Pages 592-597
Comparison of Instances Seletion Algorithms I. Algorithms Survey....Pages 598-603
Towards Grammatical Inferencing of GDPLL( k ) Grammars for Applications in Syntactic Pattern Recognition-Based Expert Systems....Pages 604-609
Intelligent Layer of Two-Way Voice Communication of the Technological Device with the Operator....Pages 610-615
A Neural Network Based Method for Classification of Meteorological Data....Pages 616-621
An Empirical Test Suite for Message Authentication Evaluation in Communications Based on Support Vector Machines....Pages 622-627
Efficient Digital Fingerprint Production and Evaluation for Secure Communication Systems Based on Genetic Algorithms....Pages 628-633
On Chinese Web Page Classification....Pages 634-639
A New Fuzzy Clustering Method with Constraints in Time Domain....Pages 640-645
Special Cluster Analysis and Basic Feature Estimation with a Modification of Self-Organizing Map....Pages 646-651
An Unsupervised Cluster Analysis and Information about the Modelling System....Pages 652-657
Cursive-Character Script Recognition Using Toeplitz Model and Neural Networks....Pages 658-663
Learning with an Embedded Reject Option....Pages 664-669
Impulsive Noise Suppression from Highly Corrupted Images by Using Resilient Neural Networks....Pages 670-675
A New Methodology for Synthetic Aperture Radar (SAR) Raw Data Compression Based on Wavelet Transform and Neural Networks....Pages 676-681
Fuzzy Processing Technique for Content-Based Image Retrieval....Pages 682-687
Human Ear Identification Based on Image Analysis....Pages 688-693
Automatic Change Detection Based on Codelength Differences in Multi-temporal and Multi-spectral Images....Pages 694-699
Estimating Face Direction via Facial Triangle....Pages 700-705
An Image Compression Algorithm Based on Neural Networks....Pages 706-711
Fuzzy Nonparametric Measures for Image Matching....Pages 712-717
Neural Computation of the Fundamental Matrix....Pages 718-723
Face Detection Using CMAC Neural Network....Pages 724-729
A Biologically Inspired Active Stereo Vision System Using a Bottom-Up Saliency Map Model....Pages 730-735
Problems Connected with Application of Neural Networks in Automatic Face Recognition....Pages 736-741
Czestochowa-Faces and Biometrics of Asymmetrical Face....Pages 742-747
Wafer Die Position Detection Using Hierarchical Gray Level Corner Detector....Pages 748-753
On Fuzzy Labelled Image Segmentation Based on Perceptual Features....Pages 754-759
Generalized Multi-layer Kohonen Network and Its Application to Texture Recognition....Pages 760-767
Translation STRIPS Planning in Multi-robot Environment to Linear Programming....Pages 768-773
Fuzzy Combiner of Behaviors for Reactive Control of Wheeled Mobile Robot....Pages 774-779
Artificial Intelligence of the Decision Unit of a Mobile Robot....Pages 780-785
Finding Location Using a Particle Filter and Histogram Matching....Pages 786-791
Calculation of Model of the Robot by Neural Network with Robot Joint Distinction....Pages 792-797
Multi-robot Coordination Based on Cooperative Game....Pages 798-803
Model Based Predictive Robotic Manipulator Control with Sinusoidal Trajectory and Random Disturbances....Pages 804-809
Performance Evaluation of Multiagent Personalized Information System....Pages 810-815
A Neural-Based Agent for IP Traffic Scanning and Worm Detection....Pages 816-822
Evolutionary Neural Networks in Collective Intelligent Predicting System....Pages 823-828
Development of a Personalized Digital Library System Based on the New Mobile Multi Agent Platform....Pages 829-834
FOOD: An Agent-Oriented Dataflow Model....Pages 835-840
Flock-Based Architecture for Distributed Evolutionary Algorithms....Pages 841-846
Quickprop Neural Network Short-Term Forecasting Framework for a Database Intrusion Prediction System....Pages 847-852
The New Concepts in Parallel Simulated Annealing Method....Pages 853-859
Simulated Annealing with Restart to Job Shop Scheduling Problem Using Upper Bounds....Pages 860-865
Requirements and Solutions for Web-Based Expert System....Pages 866-871
Information Structuring in Natural Language Communication: Syntax versus Semantic....Pages 872-878
Strategic Planning through Model Checking of ATL Formulae....Pages 879-884
On a Special Class of Dempster-Shafer Theories....Pages 885-890
A Computer Based System Supporting Analysis of Cooperative Strategies....Pages 891-896
Application of Soft Computing Techniques to Rescue Operation Planning....Pages 897-902
Reduction of Tabular Systems....Pages 903-908
Temporal Difference Approach to Playing Give-Away Checkers....Pages 909-914
Artificial Neural Networks for Solving Double Dummy Bridge Problems....Pages 915-921
On Application of Ant Algorithms to Non-bifurcated Multicommodity Flow Problem....Pages 922-927
A Parallel Clustering Algorithm for Categorical Data Set....Pages 928-933
Intensive versus Non-intensive Actor-Critic Reinforcement Learning Algorithms....Pages 934-941
Virtual Modeling and Optimal Design of Intelligent Micro-accelerometers....Pages 942-947
Local Pattern-Based Interval Models....Pages 948-953
Implementation of Two-Stage Hopfield Model and Its Application in Nonlinear Systems....Pages 954-959
Genetic Algorithm Based Fuzzy Sliding Mode with Application to Building Structures....Pages 960-965
Influence of the Training Set Selection on the Performance of the Neural Network State Variables Estimators in the Induction Motor....Pages 966-971
LMI-Based Design of Optimal Controllers for Takagi-Sugeno Fuzzy Systems....Pages 972-977
Design of Multi-objective Evolutionary Technique Based Intelligent Controller for Multivariable Nonlinear Systems....Pages 978-983
Design of a Robust Sliding Mode Fuzzy Controller for Nonlinear HVAC Systems....Pages 984-989
Global Identification of Complex Systems with Cascade Structure....Pages 990-995
Diagnosis of Melanoma Using IRIM, a Data Mining System....Pages 996-1001
Detection of Spiculated Masses in Mammograms Based on Fuzzy Image Processing....Pages 1002-1007
Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time....Pages 1008-1013
Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation....Pages 1014-1019
Application of SVM to Ovarian Cancer Classification Problem....Pages 1020-1025
ROC Analysis for Fetal Hypoxia Problem by Artificial Neural Networks....Pages 1026-1030
The Challenge of Soft Computing Techniques for Tumor Characterization....Pages 1031-1036
A Multi-stage Classification Method in Application to Diagnosis of Larynx Cancer....Pages 1037-1042
Multi-neural Network Approach for Classification of Brainstem Evoked Response Auditory....Pages 1043-1049
The Study of Hierarchy Importance of Descriptive Attributes in Computer Assisted Classification of Melanocytic Skin Lesions....Pages 1050-1055
Medical Knowledge Representation in Terms of IF-THEN Rules and the Dempster-Shafer Theory....Pages 1056-1061
Online Neural Network Training for Automatic Ischemia Episode Detection....Pages 1062-1068
Sequential and Distributed Evolutionary Computations in Structural Optimization....Pages 1069-1074
Neural Analysis of Concrete Fatigue Durability by the Neuro-Fuzzy FWNN....Pages 1075-1080
Neural and Finite Element Analysis of a Plane Steel Frame Reliability by the Classical Monte Carlo Method....Pages 1081-1086
The Solution of an Inverse Problem in Plates by Means of Artificial Neural Networks....Pages 1087-1092
Filtering of Thermomagnetic Data Curve Using Artificial Neural Network and Wavelet Analysis....Pages 1093-1098
Evolutionary Negotiation Strategies in Emerging Electricity Markets....Pages 1099-1104
Evolutionary Algorithm for Scheduling of CHP Plant with Urban Heat Distribution Network....Pages 1105-1110
Semi-mechanistic Models for State-Estimation – Soft Sensor for Polymer Melt Index Prediction....Pages 1111-1117
Neural Approach to Time-Frequency Signal Decomposition....Pages 1118-1123
ANN Based Modelling and Correction in Dynamic Temperature Measurements....Pages 1124-1129
One Day Prediction of NIKKEI Index Considering Information from Other Stock Markets....Pages 1130-1135
Application of Neural Network Topologies in the Intelligent Heat Use Prediction System....Pages 1136-1141
Genetic Algorithm for Database Indexing....Pages 1142-1147
Application of Neural Networks and Two Representations of Color Components for Recognition of Wheat Grains Infected by Fusarium Culmorum Fungi....Pages 1148-1153
Hybrid Neural Model of the Sea Bottom Surface....Pages 1154-1160
Fuzzy Economic Analysis of Simulated Discrete Transport System....Pages 1161-1167
A Survey on US Economic Sanction Effects on Iranian High Tech Industries: Fuzzy Logic Approach....Pages 1168-1174
Modeling of Optoelectronic Devices through Neuro-Fuzzy Architectures....Pages 1175-1180
Neural Network Based Simulation of the Sieve Plate Absorption Column in Nitric Acid Industry....Pages 1181-1186
Artificial Neural Networks for Comparative Navigation....Pages 1187-1192
Predicting Women’s Apparel Sales by Soft Computing....Pages 1193-1198
Model Improvement by the Statistical Decomposition....Pages 1199-1204
Back Matter....Pages -