Computer Recognition Systems 2
Editors: Kurzynski, M., Puchala, E., Woźniak, M., Zolnierek, A. (Eds.)
- Brings together original research results in both methodological issues and different application areas of pattern recognition
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- About this book
-
Computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book presents actual comprehensive study of this field. It contains a collection of over one hundred carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:
- Features, learning and classifiers,
- Image processing and computer vision,
- Speech and word recognition,
- Medical applications,
- Various applications.
This book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be the as well researchers as students of computer science, artificial intelligence or robotics.
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Table of contents (106 chapters)
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Strategies of Shape and Color Fusions for Content Based Image Retrieval
Forczmański, Paweł (et al.)
Pages 3-10
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Determining the Contour of Cylindrical Biological Objects Using the Directional Field
Koprowski, Robert (et al.)
Pages 11-18
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Trajectory Fusion for Multiple Camera Tracking
Amato, Ariel (et al.)
Pages 19-26
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Object Selection Based on Clustering and Border Objects
Arturo Olvera-López, J. (et al.)
Pages 27-34
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Multi-directional Multi-resolution Transforms for Zoom-Endoscopy Image Classification
Kwitt, Roland (et al.)
Pages 35-43
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Image Retrieval for Image Theft Detection
Horáček, Ondřej (et al.)
Pages 44-51
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Practical Evaluation of the Basic Concepts for Face Localization
Smiatacz, Maciej
Pages 52-59
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Hybrid Fuzzy Clustering Method
Przybyła, Tomasz
Pages 60-67
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Structural Image Analysis Based on Ontological Models
Kulikowski, Juliusz L.
Pages 68-75
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Homogeneity of Pixel Neighborhoods in Gray Level Images Investigated by the Grade Correspondence Analysis
Grzegorek, Maria
Pages 76-83
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Comparison of Hierarchical Cluster Analysis Methods Applied to Image Segmentation by Watershed Merging
Smolka, Jakub (et al.)
Pages 84-91
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Modified diffusion to Image Denoising
Borkowski, Dariusz
Pages 92-99
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New Results in Generation of Accurate 3D Multiview Representation of Monotonous Polyhedrons
Mokrzycki, Wojciech S. (et al.)
Pages 100-107
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On the Application of Distance Transformation in Digital Image Colorization
Lagodzinski, Przemyslaw (et al.)
Pages 108-116
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Local Analysis of Stereo Image Pairs with Polynomial Series
Glomb, Przemysław
Pages 117-123
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The Architecture of the Face and Eyes Detection System Based on Cascade Classifiers
Kasinski, Andrzej (et al.)
Pages 124-131
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Morphological Edge Detection Algorithm and Its Hardware Implementation
Kraft, Marek (et al.)
Pages 132-139
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Numerical Complexity Reduction in Live-Wire Algorithm
Wiçcławek, Wojciech (et al.)
Pages 140-147
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Image Segmentation Using Adaptive Potential Active Contours
Tomczyk, Arkadiusz
Pages 148-155
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Towards an Exploration of GCA Ordered Pixels
Grzegorek, Maria
Pages 156-163
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A Simple Method of Multiple Camera Calibration for the Joint Top View Projection
Mozerov, Mikhail (et al.)
Pages 164-170
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Spiral Scanning of Faces to Obtain Complete 3D View Representation of Monotonous Polyhedra
Mokrzycki, Wojciech S. (et al.)
Pages 171-178
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Face Detection in Color Images Using Primitive Shape Features
Haj, Murad Al (et al.)
Pages 179-186
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Detection of Near-Duplicated Image Regions
Mahdian, Babak (et al.)
Pages 187-195
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Automatic Merging of 3D Attribute Meshes
Skabek, Krzysztof (et al.)
Pages 196-202
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Learning Machines Information Distribution System with Example Applications
Jankowski, Norbert (et al.)
Pages 205-215
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Maximum Margin Classification on Convex Euclidean Metric Spaces
Stuhlsatz, André (et al.)
Pages 216-223
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Optimization of the SVM Screening Kernel-Application to Hit Definition in Compound Screening
Kozak, Karol (et al.)
Pages 224-231
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Estimation of the Preference Relation on the Basis of Medians from Pairwise Comparisons in the Form of Difference of Ranks
Klukowski, Leszek
Pages 232-241
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Feature Selection for High-Dimensional Data — A Pearson Redundancy Based Filter
Biesiada, Jacek (et al.)
Pages 242-249
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Some Approximation Algorithms for Minimum Vertex Cover in a Hypergraph
Mazbic-Kulma, Barbara (et al.)
Pages 250-257
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Reference Set Reduction Algorithms Based on Double Sorting
Raniszewski, Marcin
Pages 258-265
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Using Graph Mining Methods in Searching for Frequent Patterns in Graph-Based Design Representation
Strug, Barbara
Pages 266-273
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Stability of Feature Points Defined by Approximating Quadric Surfaces
Luchowski, Leszek
Pages 274-281
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Generalisation of a Language Sample for Grammatical Inference of GDPLL(k) Grammars
Jurek, Janusz
Pages 282-288
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Pattern Classification Using Efficient Linear Classifiers with Small Number of Weights
Topczewska, Magdalena
Pages 289-296
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Markov Chain Model for Tree-Based Genetic Algorithm Used in Computer Aided Design
Paszyńska, Anna (et al.)
Pages 297-304
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Binary Shape Characterization Using Morphological Boundary Class Distribution Functions
Iwanowski, Marcin
Pages 305-312
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Fuzzy-aided Parsing for Pattern Recognition
Bielecka, Marzena (et al.)
Pages 313-318
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On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm
Korytkowski, Marcin (et al.)
Pages 319-326
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Active Hypercontour as Information Fusion Method
Szczepaniak, Piotr S.
Pages 327-333
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Effective Ad Recognition Using Schur-type Signal Parametrization
Biernacki, Pawel
Pages 334-339
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Feature Extraction of Gray-Scale Handwritten Characters Using Gabor Filters and Zernike Moments
Choras, Ryszard S.
Pages 340-347
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Pattern Discovery Through Separable Data Projections
Bobrowski, Leon (et al.)
Pages 348-355
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Support Vector Machine Classifier with Feature Extraction Stage as an Efficient Tool for Atrial Fibrillation Detection Improvement
Kostka, Pawel (et al.)
Pages 356-363
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Classification Accuracy in Local Optimal Strategy of Multistage Recognition with Fuzzy Data
Burduk, Robert
Pages 364-370
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Experiments on Classifiers Obtained Via Decision Tree Induction Methods with Different Attribute Acquisition Cost Limit
Penar, Wojciech (et al.)
Pages 371-377
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Fast Adaptive Fourier Transform for Fourier Descriptor Based Contour Classification
Puchala, Dariusz (et al.)
Pages 378-385
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Separable Decomposition of Graph Using α-cliques
Potrzebowski, Henryk (et al.)
Pages 386-393
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A Feature Selection Approach in Problems with a Great Number of Features
Kosla, Pawel
Pages 394-401
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Normalisation of Confidence Voting Methods Applied to a Fast Handwritten OCR Classification
Rico-Juan, Juan Ramon (et al.)
Pages 405-412
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Extraction of the Visual Features from the Audio-Visual Speech Signal and the Utilization of These Features for the Speaker Identification
Chaloupka, Josef
Pages 413-420
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Different Approaches to Class-Based Language Models Using Word Segments
Justo, Raquel (et al.)
Pages 421-428
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Recognition of Ultra Low Resolution Word Images Using HMMs
Einsele, Farshideh (et al.)
Pages 429-436
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Manageable Phrase-Based Statistical Machine Translation Models
Badr, Ghada (et al.)
Pages 437-444
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Automatic Detection of Disorders in a Continuous Speech with the Hidden Markov Models Approach
Wiśniewski, Marek (et al.)
Pages 445-453
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The Polish Finger Alphabet Hand Postures Recognition Using Elastic Graph Matching
Marnik, Joanna
Pages 454-461
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Character Recognition Based on Fourier Transfrom and CDWT in Postal Applications
Maszewski, Miroslaw (et al.)
Pages 462-469
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Preprocessing for Real-Time Handwritten Character Recognition
Paszkowski, Bartosz (et al.)
Pages 470-476
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Handwritten Word Recognition with Combined Classifier Based on Tri-grams
Sas, Jerzy (et al.)
Pages 477-484
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Semi-automatic Handwritten Word Segmentation Based on Character Width Approximation Via Maximum Likelihood Method and Regression Model
Sas, Jerzy (et al.)
Pages 485-492
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Sentence Boundary Verification in Polish Text
Siminski, Krzysztof
Pages 493-499
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Synthesis of Static Medical Images — An Example of Melanocytic Skin Lesions
Hippe, Zdzisław S. (et al.)
Pages 503-509
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Morphological Spectra as Tools for Texture Analysis
Kulikowski, Juliusz L. (et al.)
Pages 510-517
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Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative Treatment
Cardoso, Jaime S. (et al.)
Pages 518-525
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Simple EEG Driven Mouse Cursor Movement
Knězík, Jan (et al.)
Pages 526-531
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The Prediction of Fetal Outcome by Applying Neural Network for Evaluation of CTG Records
Jezewski, Michal (et al.)
Pages 532-541
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Determining Weights of Symptoms in a Diagnostic Inference
Straszecka, Ewa
Pages 542-549
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Hough Transform, (1+1) Search Strategy and Watershed Algorithm in Segmentation of Cytological Images
Hrebień, Maciej (et al.)
Pages 550-557
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Preliminary Investigations Regarding the Blood Volume Estimation in Pneumatically Controlled Ventricular Assist Device by Pattern Recognition
Komorowski, D. (et al.)
Pages 558-565
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’Sonar’ — Region of Interest Identification and Segmentation Method for Cytological Breast Cancer Images
Nieczkowski, Tomasz (et al.)
Pages 566-573
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Validation of Automatic ECG Processing Management in Adaptive Distributed Surveillance System
Augustyniak, Piotr
Pages 574-580
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Estimation of a Muscle Force from a Mechanomyographic Signal During a Contraction of a Single Motor Unit
Kaczmarek, Piotr (et al.)
Pages 581-588
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Automatic Segmentation of EMG Signals Based on Wavelet Representation
Mazurkiewicz, Przemyslaw
Pages 589-595
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Elimination of Linear Structures as an Attempt to Improve the Specificity of Cancerous Mass Detection in Mammograms
Bator, Marcin (et al.)
Pages 596-603
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Automatic Counting of Neural Stem Cells Growing in Cultures
Korzynska, Anna
Pages 604-612
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Value of Digital Image Analysis in Research and Diagnosis of Urine Bladder Cancer
Dulewicz, A. (et al.)
Pages 613-620
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Movement Tracking of Coronary Artery Segment in Angiographic Images Sequences by Template Matching Method
Goszczyńska, Hanna
Pages 621-628
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Computer Ultrasonic Imaging of the Tongue Shape Changes in the Process of Articulation of Vowels
Opielinski, Krzysztof J. (et al.)
Pages 629-636
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The Biometric Signals Processing
Gomolka, Zbigniew (et al.)
Pages 637-644
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Digital Dental Models and 3D Patient Photographs Registration for Orthodontic Documentation and Diagnostic Purposes
Tomaka, Agnieszka (et al.)
Pages 645-652
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Gait Motor Disturbances in Neurological Diseases Diagnosis
Piecha, Jan
Pages 653-662
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Analysis of Head-Mounted Wireless Camera Videos for Early Diagnosis of Autism
Noris, Basilio (et al.)
Pages 663-670
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Automatic Generation of 3D Lung Model
Spinczyk, Dominik (et al.)
Pages 671-678
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Semi-automatic Seed Points Selection in Fuzzy Connectedness Approach to Image Segmentation
Badura, Pawel (et al.)
Pages 679-686
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Control of Dexterous Hand Via Recognition of EMG Signals Using Combination of Decision-Tree and Sequential Classifier
Wolczowski, Andrzej (et al.)
Pages 687-694
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Posterior Cruciate Ligament — 3D Visualization
Zarychta, Piotr
Pages 695-702
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A Self-training Approach for Automatically Labeling IP Traffic Traces
Gargiulo, Francesco (et al.)
Pages 705-717
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A Case-Base Reasoning System for Predicting the Economic Situation of Enterprises — Tacit Knowledge Capture Process (Externalization)
Andreasik, Jan
Pages 718-730
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A Structural Pattern Analysis Approach to Iris Recognition
Proença, Hugo
Pages 731-738
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Enhancing Real-Time Human Detection Based on Histograms of Oriented Gradients
Pedersoli, Marco (et al.)
Pages 739-746
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Decisive Factors in the Annotation of Emotions for Spoken Dialogue Systems
Callejas, Zoraida (et al.)
Pages 747-754
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A Hybrid Big Rock Detection Algorithm Based on Multiple Images Fusion and Watershed
Modarresi, Mohammad T. (et al.)
Pages 755-762
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Design Description Hypergraph Language
Grabska, Ewa (et al.)
Pages 763-770
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Articulation Rate Recognition by Using Artificial Neural Networks
Szczurowska, Izabela (et al.)
Pages 771-777
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Recognition of Cycles of Repeated Hypoxia on the Basis of Time Periods in Biological Model
Sokolowska, Beata (et al.)
Pages 778-785
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Fingerprint Reference Point Detection Using Neighbourhood Influence Method
Porwik, Piotr (et al.)
Pages 786-793
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Gene Expression Programming-Based Method of Optimal Frequency Set Determination for Purpose of Analogue Circuits’ Diagnosis
Jantos, P. (et al.)
Pages 794-801
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Prediction of Economic Situation of Small and Medium Enterprises Using Bayesian Network
Kuczmowska, Barbara (et al.)
Pages 802-807
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Ensembles of Artificial Neural Networks for Predicting Economic Situation of Small and Medium Enterprises
Burda, Andrzej (et al.)
Pages 808-815
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The Performance of the Haar Cascade Classifiers Applied to the Face and Eyes Detection
Schmidt, Adam (et al.)
Pages 816-823
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FPGA Implementation of the Gradient Adaptive Lattice Filter Structure for Feature Extraction
Szlachetko, Boguslaw (et al.)
Pages 824-830
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Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples
Maciejewski, Henryk
Pages 831-837
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Human Lips Recognition
Choraś, Michał
Pages 838-843
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Model Based Vehicle Extraction and Tracking for Road Traffic Control
Płaczek, Bartlomiej (et al.)
Pages 844-851
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Optimization of Linear Fuzzy Gene Network Model Searching
Gintrowski, A. (et al.)
Pages 852-859
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Buy this book
- eBook 226,09 €
-
price for Spain (gross)
- ISBN 978-3-540-75175-5
- Digitally watermarked, DRM-free
- Included format: PDF
- ebooks can be used on all reading devices
- Immediate eBook download after purchase
- Softcover 279,76 €
-
price for Spain (gross)
- ISBN 978-3-540-75174-8
- Free shipping for individuals worldwide
- This title is currently reprinting. You can pre-order your copy now.
- The final prices may differ from the prices shown due to specifics of VAT rules

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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Computer Recognition Systems 2
- Editors
-
- Marek Kurzynski
- Edward Puchala
- Michał Woźniak
- Andrzej Zolnierek
- Series Title
- Advances in Intelligent and Soft Computing
- Series Volume
- 45
- Copyright
- 2007
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-540-75175-5
- DOI
- 10.1007/978-3-540-75175-5
- Softcover ISBN
- 978-3-540-75174-8
- Series ISSN
- 1867-5662
- Edition Number
- 1
- Number of Pages
- XI, 863
- Topics

