CORES'05 is the 4th International Conference on Computer Recognition Systems organized by Chair of Computer Systems and Networks of Wroclaw University of Technology each two years. The conference is endorsed by the International Association for Pattern Recognition. The CORES'05 Conference aims to bring together researches and to provide an international forum for the sharing, exchange, presentation and discussion of original research results in both methodological issues and different application areas of pattern recognition. The conference covers all topics in pattern recognition including:
1. Classification and interpretation of text, video, voice
2. Statistical, soft and structural methods of pattern recognition
3. Image processing, analysis and interpretation
4. Features extraction and selection
5. Machine learning
6. Trends and relations recognition and analysis
7. Data and Web mining
8. Machine-oriented knowledge representation and inference methods
9. Knowledge-based decision support systems
10. Advanced signal processing methods
11. Special hardware architecture
12. Applications

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nexusstc/Computer Recognition Systems/1e27cf4b7e3e6d28d01ac1228b6c9685.pdf

scihub/10.1007/3-540-32390-2.pdf

zlib/Computers/Computer Science/D. Calitoiu, John B. Oommen, D. Nussbaum (auth.), Prof. Marek Kurzyński, Dr. Edward Puchała, Dr. Michał Woźniak, Dr. Andrzej żołnierek (eds.)/Computer Recognition Systems: Proceedings of the 4th International Conference on Computer Recognition Systems CORES ’05_2095449.pdf

Computer Recognition Systems: Proceedings of 4th International Conference on Computer Recognition Systems CORES'05 (Advances in Intelligent and Soft Computing, 30)

Marek Kurzyński; International Conference on Computer Recognition Systems CORES (4, 2005, Rydzyna)

International Conference on Computer Recognition Systems (4th : 2005 : Rydzyna, Poland)

Marek Kurzynski; Edward Puchala; Michal Wozniak; Andrzej Zolnierek

Marek Kurzyński ... [et al.] (eds.)

Springer Spektrum. in Springer-Verlag GmbH

Steinkopff. in Springer-Verlag GmbH

Springer London, Limited

Springer Nature

Advances in soft computing, Berlin, New York, Germany, 2005

Advances in Soft Computing, Online-ausg, Berlin, 2005

Springer Nature, Berlin, 2005

1 edition, August 5, 2005

Germany, Germany

1, 20071213

lg941566

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Includes bibliographical references and index.

Front Matter....Pages 1-1
Neural Network-Based Chaotic Pattern Recognition — Part 2: Stability and Algorithmic Issues....Pages 3-16
A Brief Survey of Dynamic Texture Description and Recognition....Pages 17-26
Open Issues in Pattern Recognition....Pages 27-42
The Role of Ontological Models in Pattern Recognition....Pages 43-52
Current Feature Selection Techniques in Statistical Pattern Recognition....Pages 53-68
Front Matter....Pages 69-69
Margin-based Diversity Measures for Ensemble Classifiers....Pages 71-78
Boosting the Fisher Linear Discriminant with Random Feature Subsets....Pages 79-86
A Look-Ahead Branch and Bound Pruning Scheme for Trie-Based Approximate String Matching....Pages 87-94
Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter....Pages 95-103
Linear Ranked Regression - Designing Principles....Pages 105-112
Time Series Patterns Recognition with Genetic Algorithms....Pages 113-120
Selection of Fuzzy-Valued Loss Function in Two Stage Binary Classifier....Pages 121-128
A New Rejection Strategy for Convolutional Neural Network by Adaptive Topology....Pages 129-136
Fast PCA and LDA for JPEG Images....Pages 137-144
A Hybrid ε-Insensitive Learning of Fuzzy Systems....Pages 145-152
The Incremental Method for Discovery of Association Rules....Pages 153-160
Feature Extraction with Wavelet Transformation for Statistical Object Recognition....Pages 161-168
Digital Filter Design with Constraints in Time and Frequency Domains....Pages 169-176
Efficient Implementation of Nearest Neighbor Classification....Pages 177-186
Inductive Development of Customer e-Loyalty Theory with Bayesian Networks....Pages 187-194
Front Matter....Pages 69-69
Reference Set Size Reduction for 1-NN Rule Based on Finding Mutually Nearest and Mutually Furthest Pairs of Points....Pages 195-202
Learning from a Test Set....Pages 203-210
Image Clustering with Median and Myriad Spatial Constraint Enhanced FCM....Pages 211-218
Feature Selection in Unsupervised Context: Clustering Based Approach....Pages 219-226
Conceptual Ontological Object Knowledge Base and Language....Pages 227-234
A Method of Supervised Discrimination of Textures Based on Serial Statistical Tests....Pages 235-242
Approximation Algorithm for the Argument Reduction Problem....Pages 243-248
Spread Histogram — A Method for Calculating Spatial Relations Between Objects....Pages 249-256
Comparing Modifcation Operators Used in Clustering Algorithm Based on a Sequence of Discriminant Rules....Pages 257-262
Multi-Channels Time-Domain-Constrained Fuzzy c -Regression Models....Pages 263-270
Pairwise Selection of Features and Prototypes....Pages 271-278
Evolutionary Method in Grouping of Units....Pages 279-286
Interpretation of Medical Symptoms Using Fuzzy Focal Elements....Pages 287-293
User Model for Conceptual and Personalized Search....Pages 295-302
On the Relationship Between Active Contours and Contextual Classification....Pages 303-310
An Improvement on LDA Algorithm for Face Recognition....Pages 311-318
Estimating and Calculating Consensus with Simple Dependencies of Attributes....Pages 319-328
The Empirical Study of the Naive Bayes Classifier in the Case of Markov Chain Recognition Task....Pages 329-336
Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis....Pages 337-344
Front Matter....Pages 345-345
An Evolutionary Algorithm for Solving the Inverse Problem for Iterated Function Systems for a Two Dimensional Image....Pages 347-354
Front Matter....Pages 345-345
Specification of the Evidence Accumulation-Based Line Detection Algorithm....Pages 355-362
Scale and Rotation Invariance of the Evidence Accumulation-Based Line Detection Algorithm....Pages 363-370
Content Based Image Retrieval Technique....Pages 371-378
Scanning Faces Surroudings - New Concept in 3D Exact Multiviews of Nonconvex Polyhedron Generation....Pages 379-386
Image Decomposition by Grade Analysis - an Illustration....Pages 387-394
Detection of Rectangular Landmarks....Pages 395-402
Q-shift Complex Wavelet-based Image Registration Algorithm....Pages 403-410
Concept of 3D View Model of Non-Convex Polyhedra Generation Using View Sphere Partitioning into Single-View Areas....Pages 411-418
Using Modified Hough Transform for Grouping of Image Features....Pages 419-426
Planning Positioning Actions of a Mobile Robot Cooperating with Distributed Sensors....Pages 427-434
Merging Probabilistic and Fuzzy Frameworks for Uncertain Spatial Knowledge Modelling....Pages 435-442
Detection of Elliptical Shapes Using Contour Grouping....Pages 443-450
Active Shape Models in Practice....Pages 451-458
Fast Detection and Impulsive Noise Attenuation in Color Images....Pages 459-466
Front Matter....Pages 467-467
Adaptive Wearable Vital Signs Monitor for Home Care and Sports....Pages 469-476
Fractal Based Approaches to Morphological Analysis of Fundus Eye Images....Pages 477-484
Recognition of Subtle Microcalcifications in High-Resolution Mammograms....Pages 485-492
The Gait Characteristic Data Spectrum Extraction....Pages 493-501
On The Construction of the Syntactic Pattern Recognition-Based Expert System for Auditory Brainstem Response Analysis....Pages 503-510
Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest....Pages 511-518
Front Matter....Pages 467-467
Classification of Medical Images in the Domain of Melanoid Skin Lesions....Pages 519-526
Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part I. Coefficients of Inconsistency....Pages 527-534
Baseline and Acceleration Episodes - Clinically Significant Nonstationarities in FHR Signal: Part II. Indirect Comparison....Pages 535-542
Bias Field Correction for MRI Images....Pages 543-551
SEM Image Analysis for Roughness Assessment of Implant Materials....Pages 553-560
Output Flow Estimation of Pneumatically Controlled Ventricular Assist Device with the help of Artificial Neural Network....Pages 561-568
The Cell Structures Segmentation....Pages 569-576
Analysis of Stem Cell Clonal Growth....Pages 577-584
Feature Extraction Optimization in Neural Classifier of Heart Rate Variability Signals....Pages 585-594
Clustering DNA Microarray Data....Pages 595-601
Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer....Pages 603-609
Feature Ranking for Protein Classification....Pages 611-617
Recognition of the Medical Structures in Computerized Chest Radiograph Processing....Pages 619-626
Correlation-based Method for Automatic Mitotic Cell Detection in Phase Contrast Microscopy....Pages 627-634
Watershed Extraction of the Exact Shape of Microcalcifications in Mammograms....Pages 635-643
Computer Recognition of Biological Objects’ Internal Structure Using Ultrasonic Projection....Pages 645-652
Machine Learning Methods for Dialysis Therapy Decision Problem — Comparative Study....Pages 653-659
Removing Artefacts from Microscopic Images of Cytological Smears. A Shape-Based Approach....Pages 661-669
Automatic Recognition of the Arterial Input Function in MRI Studies....Pages 671-677
Mean Shift Segmentation, Genetic Algorithms and Support Vector Machines for Identification of Glaucoma in Fundus Eye Images....Pages 679-685
Front Matter....Pages 687-687
Automatic Recognition and Verification of Voice Commands in Natural Language Given by the Operator of the Technological Device Using Artificial Neural Networks....Pages 689-696
Recognition of Isolated Words of the Polish Sign Language....Pages 697-704
Simple Measure of Typewriter Prints Quality....Pages 705-711
Conversion of Textual Information to Speech for Polish Language....Pages 713-721
Multilevel Recognition of Structured Handprinted Documents - Probabilistic Approach....Pages 723-730
Application of Statistic Properties of Letters Succession in Polish Language to Handprint Recognition....Pages 731-738
Speaker Recognition for VoIP Transmission Using Gaussian Mixture Models....Pages 739-745
Semi-Automatic Segmentation of Speech: Manual Segmentation Strategy. Problem Space Analysis....Pages 747-755
Front Matter....Pages 757-757
HMM and WT Fusion for Face Identification....Pages 759-766
Restoration of Partially Occluded Shapes of Faces Using Neural Networks....Pages 767-774
Comparison of Minutiae Matching Techniques....Pages 775-782
Application of Active Shapes to the Structural Face Model....Pages 783-790
Comparison of Statistical Classifiers as Applied to the Face Recognition System Based on Active Shape Models....Pages 791-797
Face Recognition Using DCT and LDA....Pages 799-806
The New Algorithm of Fingerprint Reference Point Location Based on Identification Masks....Pages 807-814
Person Identification Using Fast Face Learning of Lifting Dyadic Wavelet Filters....Pages 815-823
Front Matter....Pages 825-825
Dynamic Design with the Use of Intelligent Agents....Pages 827-834
Optical Music Recognition: the Case Study of Pattern Recognition....Pages 835-842
An Application for Tyre-Ground Contact Area Analysis....Pages 843-850
On the Use of Syntactic Pattern Recognition Methods, Neural Networks, and Fuzzy Systems for Short-Term Electrical Load Forecasting....Pages 851-858
Front Matter....Pages 825-825
A Real-Time Head Tracker Supporting Human Computer Interaction....Pages 859-866
Wavelet Packets Features Extraction and Selection for Discriminating Plucked Sounds of Violins....Pages 867-875
Pattern Recognition and Fault Detection in MEMS....Pages 877-884
Representation of Structures and Changes in 3D Objects with Graph Grammars and Artificial Evolution....Pages 885-892
Recognition of Polish Car License Plates....Pages 893-900

th This book contains papers accepted for presentation at the 4 International Conference on Computer Recognition Systems CORES'05, May 22-25, 2005, Rydzyna Castle (Poland), This conference is a continuation of a series of con­ ferences on similar topics (KOSYR) organized each second year, since 1999, by the Chair of Systems and Computer Networks, Wroclaw University of Tech­ nology. An increasing interest to those conferences paid not only by home but also by foreign participants inspired the organizers to transform them into conferences of international range. Our expectations that the community of specialists in computer recognizing systems will find CORES'05 a proper form of maintaining the tradition of the former conferences have been confirmed by a large number of submitted papers. Alas, organizational constraints caused a necessity to narrow the acceptance criteria so that only 100 papers have been finally included into the conference program. The area covered by accepted papers is still very large and it shows how vivacious is scientific activity in the domain of computer recognition methods and systems. It contains vari­ ous theoretical approaches to the recognition problem based on mathematical statistics, fuzzy sets, morphological methods, wavelets, syntactic methods, genetic algorithms, artificial neural networks, ontological models, etc. Most attention is still paid to visual objects recognition; however, acoustic, tex­ tual and other objects are also considered. Among application areas medical problems are in majority; recognition of faces, speech signals and textual in­ formation processing methods being also investigated.

<p><P>This book presents the results of the 4^th International Conference on Computer Recognition Sstems CORES&rsquo;05 held May 22-25, 2005 in Rydzyna Castle, Poland. It brings together original research results in both methodological issues and different application areas of pattern recognition. The contributions cover all topics in pattern recognition including&#58; <p>-Classification and interpretation of text, video, voice<br>-Statistical, soft and structural methods of pattern recognition <br>-Image processing, analysis and interpretation <br>-Machine learning <br>-Data and Web mining <br>-Knowledge-based decision support systems <br>-Advanced signal processing methods or <br>-Special hardware architecture.</p>

2013-08-01