| Description |
1 online resource |
| Series |
Advances in intelligent systems and computing, 2194-5357 ; v. 226 |
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Advances in intelligent systems and computing ; v. 226.
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| Contents |
Features, Learning, and Classifiers. Toward Computer-Aided Interpretation of Situations / Juliusz L. Kulikowski -- Classification of Multi-dimensional Distributions Using Order Statistics Criteria / A. Thomas, B. John Oommen -- Knowledge Extraction from Graph-Based Structures in Conceptual Design / Grażyna Ślusarczyk -- Estimation of the Relations of: Equivalence, Tolerance and Preference on the Basis of Pairwise Comparisons / Leszek Klukowski -- Generalized Constraint Design of Linear-Phase FIR Digital Filters / Norbert Henzel, Jacek M. Leski -- Reduced Kernel Extreme Learning Machine / Wanyu Deng, Qinghua Zheng, Kai Zhang -- Using Positional Information in Modeling Inflorescence Discs / Malgorzata Prolejko -- A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning / Wojciech Kwedlo -- Heuristic Optimization Algorithms for a Tree-Based Image Dissimilarity Measure / Bartłomiej Zieliński, Marcin Iwanowski |
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Model of Syntactic Recognition of Distorted String Patterns with the Help of GDPLL(k)-Based Automata / Janusz Jurek, Tomasz Peszek -- Decision Rules in Simple Decision Systems over Ontological Graphs / Krzysztof Pancerz -- Nonlinear Extension of the IRLS Classifier Using Clustering with Pairs of Prototypes / Michal Jezewski, Jacek M. Leski -- Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers / Leon Bobrowski, Magdalena Topczewska -- Hidden Markov Models For Two-Dimensional Data / Janusz Bobulski -- Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection / Maciej Krysmann, Marek Kurzynski -- The Method of Improving the Structure of the Decision Tree Given by the Experts / Robert Burduk -- Biometrics. Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors / Aditya Raj [and others] -- Eigenfaces, Fisherfaces, Laplacianfaces, Marginfaces -- How to Face the Face Verification Task / Maciej Smiatacz |
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A Content Based Feature Combination Method for Face Recognition / Madeena Sultana, Marina Gavrilova -- Face Recognition Based on Sequence of Images / Jacek Komorowski, Przemyslaw Rokita -- Statistical Analysis in Signature Recognition System Based on Levenshtein Distance / Malgorzata Palys, Rafal Doroz, Piotr Porwik -- A Computational Assessment of a Blood Vessel's Roughness / Tomasz Wesolowski, Krzysztof Wrobel -- Performance Benchmarking of Different Binarization Techniques for Fingerprint-Based Biometric Authentication / Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki -- Biometric Features Selection with k-Nearest Neighbours Technique and Hotelling Adaptation Method / Piotr Porwik, Rafal Doroz -- Data Stream Classification and Big Data Analytics. Predictive Regional Trees to Supplement Geo-Physical Random Fields / Annalisa Appice, Sonja Pravilovic, Donato Malerba -- Extending Bagging for Imbalanced Data / Jerzy Błaszczyński, Jerzy Stefanowski, Łukasz Idkowiak |
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Rule Chains for Visualizing Evolving Fuzzy Rule-Based Systems / Sascha Henzgen, Marc Strickert, Eyke Hüllermeier -- Recovery Analysis for Adaptive Learning from Non-stationary Data Streams / Ammar Shaker, Eyke Hüllermeier -- Analysis of Roles and Groups in Blogosphere / Bogdan Gliwa, Anna Zygmunt, Jarosław Koźlak -- Knowledge Generalization from Long Sequence of Execution Scenarios / Radosław Z. Ziembiński -- Incremental Learning and Forgetting in One-Class Classifiers for Data Streams / Bartosz Krawczyk, Michał Woźniak -- Comparable Study of Statistical Tests for Virtual Concept Drift Detection / Piotr Sobolewski, Michał Woźniak -- Image Processing and Computer Vision. An Experimental Comparison of Fourier-Based Shape Descriptors in the General Shape Analysis Problem / Katarzyna Gościewska, Dariusz Frejlichowski -- Extraction of the Foreground Regions by Means of the Adaptive Background Modelling Based on Various Colour Components for a Visual Surveillance System / Dariusz Frejlichowski [and others] |
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Repeatability Measurements for 2D Interest Point Detectors on 3D Models / Simon R. Lang, Martin H. Luerssen, David M.W. Powers -- Extended Investigations on Skeleton Graph Matching for Object Recognition / Jens Hedrich [and others] -- Low-Level Image Features for Stamps Detection and Classification / Paweł Forczmański, Andrzej Markiewicz -- Stochastic Approximation to Reconstruction of Vector-Valued Images / Dariusz Borkowski -- Image Segmentation with Use of Cross-Entropy Clustering / Marek Śmieja, Jacek Tabor -- Detection of Disk-Like Particles in Electron Microscopy Images / P. Spurek, J. Tabor, E. Zając -- A GPU Accelerated Local Polynomial Approximation Algorithm for Efficient Denoising of MR Images / Artur Klepaczko -- Altair: Automatic Image Analyzer to Assess Retinal Vessel Caliber / Gabino Verde [and others] -- Real-Time Wrist Localization in Hand Silhouettes / Tomasz Grzejszczak, Jakub Nalepa, Michal Kawulok -- An s-layered Grade Decomposition of Images / Maria Grzegorek |
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System-Level Hardware Implementation of Simplified Low-Level Color Image Descriptor / Paweł Forczmański, Piotr Dziurzański -- Reconstruction of Head Surface Model from Single Scan / Krzysztof Skabek, Dawid Łapczynski -- The Effectiveness of Matching Methods for Rectified Images / Pawel Popielski, Zygmunt Wrobel, Robert Koprowski -- The Print-Scan Problem in Printed Steganography of Face Images / Włodzimierz Kasprzak, Maciej Stefańczyk, Jan Popiołkiewicz -- Phototool Geometry Verification / Jarosław Zdrojewski, Adam Marchewka -- Structure from Motion in Three -- Dimensional Modeling of Human Head / Anna Wójcicka, Zygmunt Wróbel -- A Short Overview of Feature Extractors for Knuckle Biometrics / Michał Choraś -- Three-Stage Method of Text Region Extraction from Diagram Raster Images / Jerzy Sas, Andrzej Zolnierek -- Medical Applications. Time Series of Fuzzy Sets in Classification of Electrocardiographic Signals / Jacek M. Leski, Norbert Henzel |
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Interpolation Procedure in Filtered Backprojection Algorithm for the Limited-Angle Tomography / Aleksander Denisiuk -- Classification of Uterine Electrical Activity Patterns for Early Detection of Preterm Birth / Janusz Jezewski [and others] -- Diagnosis of Bipolar Disorder Based on Principal Component Analysis and SVM / M. Termenon [and others] -- Genetic Algorithms in EEG Feature Selection for the Classification of Movements of the Left and Right Hand / Izabela Rejer -- On the Use of Programmed Automata for a Verification of ECG Diagnoses / Mariusz Flasiński, Piotr Flasiński, Ewa Konduracka -- Blood Flow Modeling in a Synthetic Cylindrical Vessel for Validating Methods of Vessel Segmentation in MRA Images / Grzegorz Dwojakowski, Artur Klepaczko, Andrzej Materka -- Swarm Optimization and Multi-level Thresholding of Cytological Images for Breast Cancer Diagnosis / Marek Kowal [and others] -- Detecting Overlapped Nuclei Regions in the Feulgen-Stained Cytological Smears / Bogusław D. Piętka, Annamonika Dulewicz |
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Density Invariant Detection of Osteoporosis Using Growing Neural Gas / Igor T. Podolak, Stanisław K. Jastrzębski -- Cost Sensitive Hierarchical Classifiers for Non-invasive Recognition of Liver Fibrosis Stage / Bartosz Krawczyk [and others] -- Miscellaneous Applications. A Blinking Measurement Method for Driver Drowsiness Detection / Belhassen Akrout, Walid Mahdi -- Description of Human Activity Using Behavioral Primitives / Piotr Augustyniak -- How to Become Famous? Motives in Scientific Social Networks / Adam Matusiak, Mikołaj Morzy -- AdaBoost for Parking Lot Occupation Detection / Radovan Fusek [and others] -- Blink Detection Based on the Weighted Gradient Descriptor / Krystian Radlak, Bogdan Smolka -- Touchless Input Interface for Disabled / Adam Nowosielski, Łukasz Chodyła -- Architecture of the Semantically Enhanced Intellectual Property Protection System / Dariusz Ceglarek -- Validation of Clustering Techniques for User Group Modeling / Danuta Zakrzewska |
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Parking Lot Occupancy Detection Using Computational Fluid Dynamics / Tomas Fabian -- Human Fall Detection Using Kinect Sensor / Michal Kepski, Bogdan Kwolek -- Evaluation of Various Techniques for SQL Injection Attack Detection / Michał Choraś, Rafał Kozik -- Task Allocation in Distributed Mesh-Connected Machine Learning System: Simplified Busy List Algorithm with Q-Learning Based Queuing / Agnieszka Majkowska, Dawid Zydek, Leszek Koszałka -- Power Saving Algorithms for Mobile Networks Using Classifiers Ensemble / Rafal Lysiak, Marek Kurzynski -- Hardware Implementation of Fourier Transform for Real Time EMG Signals Recognition / Andrzej R. Wolczowski [and others] -- Data Preprocessing with GPU for DBSCAN Algorithm / Piotr Cal, Michał Woźniak -- Pattern Recognition and Image Processing in Robotics. Structured Light Techniques for 3D Surface Reconstruction in Robotic Tasks / M. Rodrigues [and others] -- Multi-modal People Detection from Aerial Video / Helen Flynn, Stephen Cameron |
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The Classification of the Terrain by a Hexapod Robot / Adam Schmidt, Krzysztof Walas -- Robust Registration of Kinect Range Data for Sensor Motion Estimation / Michał Nowicki, Piotr Skrzypczyński -- Utilization of Depth and Color Information in Mobile Robotics / Maciej Stefańczyk, Konrad Bojar, Włodzimierz Kasprzak -- Speech and Word Recognition. Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines / Marcin Grzegorzek [and others] -- Automatic Disordered Syllables Repetition Recognition in Continuous Speech Using CWT and Correlation / Ireneusz Codello [and others] -- Evaluation of the Document Classification Approaches / Michal Hrala, Pavel Král -- The Prolongation-Type Speech Non-fluency Detection Based on the Linear Prediction Coefficients and the Neural Networks / Adam Kobus [and others] |
| Summary |
This book is a study of computer recognition systems. It contains articles contributed by experts of pattern recognition, and reports on current research with respect to both methodology and applications. Topics include: biometrics; data stream classification and big data analytics; features, learning, and classifiers; image processing and computer vision; medical applications; pattern recognition and image processing in robotics; speech and word recognition |
| Analysis |
Engineering |
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Artificial intelligence |
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Optical pattern recognition |
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Computational Intelligence |
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Pattern Recognition |
| Notes |
International conference proceedings |
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Includes author index |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
| Subject |
Pattern recognition systems -- Congresses
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Image processing -- Digital techniques -- Congresses
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COMPUTERS -- Enterprise Applications -- Business Intelligence Tools.
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COMPUTERS -- Intelligence (AI) & Semantics.
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Ingénierie.
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Image processing -- Digital techniques
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Pattern recognition systems
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Burduk, Robert.
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| ISBN |
9783319009698 |
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3319009699 |
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3319009680 |
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9783319009681 |
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