10. SSPR / 5. SPR 2004: Lisbon, Portugal

Ana L. N. Fred, Terry Caelli, Robert P. W. Duin, Aurélio C. Campilho, Dick de Ridder (Eds.): Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 Proceedings. Lecture Notes in Computer Science 3138 Springer 2004, ISBN 3-540-22570-6 BibTeX

Invited Talks

Erkki Oja:
Finding Clusters and Components by Unsupervised Learning. 1-15
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Tijl De Bie, Nello Cristianini:
Kernel Methods for Exploratory Pattern Analysis: A Demonstration on Text Data. 16-29
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Alberto Sanfeliu:
The Use of Graph Techniques for Identifying Objects and Scenes in Indoor Building Environments for Mobile Robots. 30-41
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Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner:
Graphical-Based Learning Environments for Pattern Recognition. 42-56
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SSPR. Graphs I

Richard C. Wilson, Edwin R. Hancock:
Spectral Analysis of Complex Laplacian Matrices. 57-65
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Christophe Irniger, Horst Bunke:
Decision Tree Structures for Graph Database Filtering. 66-75
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Miguel Angel Lozano, Francisco Escolano:
A Significant Improvement of Softassign with Diffusion Kernels. 76-84
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Brijnesh J. Jain, Fritz Wysotzki:
Structural Perceptrons for Attributed Graphs. 85-94
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SSPR. Visual Recognition and Detection

Takamasa Yokoi, Wataru Ohyama, Tetsushi Wakabayashi, Fumitaka Kimura:
Eigenspace Method by Autoassociative Networks for Object Recognition. 95-103
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Luo Yan, Guanglin Huang, Yin Liu, Wenyin Liu:
A Novel Constraint-Based Approach to Online Graphics Recognition. 104-113
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Roman M. Palenichka, Rokia Missaoui, Marek B. Zaremba:
Extraction of Skeletal Shape Features Using a Visual Attention Operator. 114-124
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SSPR. Contours, Lines and Paths

Víctor M. Jiménez, Andrés Marzal, Vicente Palazón, Guillermo Peris:
Computing the Cyclic Edit Distance for Pattern Classification by Ranking Edit Paths. 125-133
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Niklas Lüdtke, Richard C. Wilson:
Contour Segments from Spline Interpolation. 134-142
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Antonio Robles-Kelly, Edwin R. Hancock:
Steady State Random Walks for Path Estimation. 143-152
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Petra Perner, Silke Jänichen:
Learning of Form Models from Exemplars. 153-161
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Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone:
An Optimal Probabilistic Graphical Model for Point Set Matching. 162-170
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Tsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai:
A New Variational Framework for Rigid-Body Alignment. 171-179
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Michel Neuhaus, Horst Bunke:
An Error-Tolerant Approximate Matching Algorithm for Attributed Planar Graphs and Its Application to Fingerprint Classification. 180-189
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SSPR. Graphs II

Adam Schenker, Mark Last, Horst Bunke, Abraham Kandel:
Comparison of Algorithms for Web Document Clustering Using Graph Representations of Data. 190-197
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Xiao Bai, Edwin R. Hancock:
Heat Kernels, Manifolds and Graph Embedding. 198-206
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SSPR. Transduction and Translation

Jorge Civera, Juan Miguel Vilar, Elsa Cubel, Antonio L. Lagarda, Sergio Barrachina, Francisco Casacuberta, Enrique Vidal, David Picó, Jorge González:
A Syntactic Pattern Recognition Approach to Computer Assisted Translation. 207
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David Picó, Jesús Tomás, Francisco Casacuberta:
GIATI: A General Methodology for Finite-State Translation Using Alignments. 216-223
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SSPR. Image and Video Analysis

Richard C. Wilson:
A Coupled Relaxation Method for Finding Perceptual Structures. 224-232
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Massimo De Santo, Gennaro Percannella, Carlo Sansone, Mario Vento:
A Comparison of Unsupervised Shot Classification Algorithms for News Video Segmentation. 233-241
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Aristófanes C. Silva, Perfilino Eugênio Ferreira Jr., Paulo Cezar Pinto Carvalho, Marcelo Gattass:
Diagnosis of Lung Nodule Using the Semivariogram Function. 242-250
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SSPR. Syntactics, Languages and Strings

B. John Oommen, Ghada Badr:
Dictionary-Based Syntactic Pattern Recognition Using Tries. 251-259
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Christopher Kermorvant, Colin de la Higuera, Pierre Dupont:
Improving Probabilistic Automata Learning with Additional Knowledge. 260-268
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Thierry Murgue, Colin de la Higuera:
Distances between Distributions: Comparing Language Models. 269-277
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Carlos Martín-Vide, Victor Mitrana:
A New Uniform Translocation Distance. 278-286
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SSPR. Human Shape and Action

Jun Zhou, Walter F. Bischof, Terry Caelli:
Understanding Human-Computer Interactions in Map Revision. 287-295
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Cornélia J. P. Passarinho, Fátima N. S. de Medeiros, Jilseph Lopes Silva, Luís Henrique Cintra, Rafael B. Moreira:
Multiscale Curvature Assessment of Postural Deviations. 296-303
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Abdullah A. Al-Shaher, Edwin R. Hancock:
Modelling Human Shape with Articulated Shape Mixtures. 304-314
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Nam Thanh Nguyen, Svetha Venkatesh, Geoff A. W. West, Hung Hai Bui:
Learning People Movement Model from Multiple Cameras for Behaviour Recognition. 315-324
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SSPR. Poster Papers. Sequences and Graphs

Jianfeng Lu, Terry Caelli, Jing-Yu Yang:
A Comparison of Least Squares and Spectral Methods for Attributed Graph Matching. 325-333
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Barend J. van Wyk, Michaël A. van Wyk, Guillaume Noel:
An Auction Algorithm for Graph-Based Contextual Correspondence Matching. 334-342
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Yll Haxhimusa, Walter G. Kropatsch:
Segmentation Graph Hierarchies. 343-351
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Fatih Murat Porikli:
Clustering Variable Length Sequences by Eigenvector Decomposition Using HMM. 352-360
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SSPR. Poster Papers. Pattern Matching and Classification

Hongfang Wang, Edwin R. Hancock:
A Kernel View of Spectral Point Pattern Matching. 361-369
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Naima Ait Oufroukh, Etienne Colle:
Neural Networks for Improved Target Differentiation with Sonar. 370-378
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Despina Kontos, Vasileios Megalooikonomou, Marc J. Sobel, Qiang Wang:
An MCMC Feature Selection Technique for Characterizing and Classifying Spatial Region Data. 379-387
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Kyungeun Cho, Hyungje Cho, Kyhyun Um:
Human Action Recognition by Inference of Stochastic Regular Grammars. 388-396
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Behrouz Minaei-Bidgoli, Gerd Kortemeyer, William F. Punch:
Optimizing Classification Ensembles via a Genetic Algorithm for a Web-Based Educational System. 397-406
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SSPR. Poster Papers. Document Image Analysis

Hirobumi Nishida:
A Structural Approach to Adaptive Inverse Halftoning for Document Images. 407-415
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Ignacio Perea, Damián López:
Syntactic Modeling and Recognition of Document Images. 416-424
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Mathieu Delalandre, Éric Trupin, Jean-Marc Ogier:
Symbols Recognition System for Graphic Documents Combining Global Structural Approaches and Using a XML Representation of Data. 425-433
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Binbin Peng, Yin Liu, Wenyin Liu, Guanglin Huang:
Sketch Recognition Based on Topological Spatial Relationship. 434-443
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Hansheng Lei, Venu Govindaraju:
A Study on the Consistency of Features for On-Line Signature Verification. 444
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SSPR. Poster Papers. Image and Video Analysis

Kostadin Koroutchev, José R. Dorronsoro:
Statistical Structure of Natural 4 × 4 Image Patches. 452-460
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Huaijun Qiu, Edwin R. Hancock:
Grey Scale Skeletonisation with Curvature Sensitive Noise Damping. 461-469
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Régis C. P. Marques, Fátima N. S. de Medeiros, Jilseph Lopes Silva, Cassius M. Laprano:
License Vehicle Plates Localization Using Maximum Correlation. 470-476
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Georgy L. Gimel'farb:
Adaptive Context for a Discrete Universal Denoiser. 477-485
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Eckart Michaelsen, Uwe Stilla:
Pose Estimation from Airborne Video Sequences Using a Structural Approach for the Construction of Homographies and Fundamental Matrices. 486-494
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Edward Jaser, William J. Christmas, Josef Kittler:
Temporal Post-processing of Decision Tree Outputs for Sports Video Categorisation. 495-503
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SSPR. Poster Papers. Shape Analysis

Alexander Gribov, Eugene Bodansky:
A New Method of Polyline Approximation. 504-511
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Arjan Kuijper, Ole Fogh Olsen:
On Extending Symmetry Sets for 2D Shapes. 512-520
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Nanhyo Bang, Kyhyun Um:
Structural Analysis and Matching of Shape by Logical Property. 521-529
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Alex Hughes, Richard C. Wilson:
Scale Descriptors through Phase Unwrapping. 530-537
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Isaac Iglesias, Pablo G. Tahoces, Miguel Souto, Anxo Martínez de Alegría, María J. Lado, Juan J. Vidal:
Lung Segmentation on Postero-anterior Digital Chest Radiographs Using Active Contours. 538-546
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Hanhoon Park, Jong-Il Park, Un-Mi Kim, Woontack Woo:
Emotion Recognition from Dance Image Sequences Using Contour Approximation. 547-555
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Ossama El Badawy, Mohamed Kamel:
Matching Concavity Trees. 556-564
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SPR. Multiple Classifier Systems I

Tae-Kyun Kim, Josef Kittler:
Combining Classifier for Face Identification at Unknown Views with a Single Model Image. 565-573
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Christopher J. Whitaker, Ludmila I. Kuncheva, Peter D. Cockcroft:
A Logodds Criterion for Selection of Diagnostic Tests. 574-582
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Simon Günter, Horst Bunke:
Evaluation of Classical and Novel Ensemble Methods for Handwritten Word Recognition. 583-591
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Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego:
Improving Support Vector Classification via the Combination of Multiple Sources of Information. 592-600
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SPR. Multiple Classifier Systems II

Roberto Manduchi:
Fusing Segmentation and Classification from Multiple Features. 601-608
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Ross A. McDonald, Idris A. Eckley, David J. Hand:
A Classifier Combination Tree Algorithm. 609-617
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Luís A. Alexandre, Aurélio C. Campilho, Mohamed S. Kamel:
Bounds for the Average Generalization Error of the Mixture of Experts Neural Network. 618-625
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SPR. Density Estimation

Zhong Jin, Franck Davoine, Zhen Lou:
An Effective EM Algorithm for PCA Mixture Model. 626-634
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Alfons Juan, José García-Hernández, Enrique Vidal:
EM Initialisation for Bernoulli Mixture Learning. 635-643
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B. John Oommen, Luís G. Rueda:
A New Family of Weak Estimators for Training in Non-stationary Distributions. 644-652
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Juan José Pantrigo, Ángel Sánchez, Kostas Gianikellis, Abraham Duarte:
Path Relinking Particle Filter for Human Body Pose Estimation. 653-661
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SPR. Clustering I

Martin H. C. Law, Alexander P. Topchy, Anil K. Jain:
Clustering with Soft and Group Constraints. 662-670
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Tijl De Bie, Johan A. K. Suykens, Bart De Moor:
Learning from General Label Constraints. 671-679
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Javier M. Moguerza, Alberto Muñoz:
Solving the One-Class Problem Using Neighbourhood Measures. 680-688
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SPR. Clustering II

Linjiang Yu, Georgy L. Gimel'farb:
Detection of a Single Texture in Colour Images. 689-697
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Hakan Altinçay, Cem Ergün:
Clustering Based Under-Sampling for Improving Speaker Verification Decisions Using AdaBoost. 698-706
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SPR. Feature Selection

Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, Christopher Bowman:
Control of Sparseness for Feature Selection. 707-715
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Petr Somol, Pavel Pudil, Jiri Grim:
On Prediction Mechanisms in Fast Branch & Bound Algorithms. 716-724
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SPR. Classification I

Sarunas Raudys, Masakazu Iwamura:
Structures of Covariance Matrix in Handwritten Character Recognition. 725-733
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Jesús Tomás, Francisco Casacuberta:
Statistical Machine Translation Decoding Using Target Word Reordering. 734-743
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Keith Copsey, Andrew Webb:
Classifier Design for Population and Sensor Drift. 744-752
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SPR. Classification II

Claudio Marrocco, Francesco Tortorella:
A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. 753-761
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Thomas Landgrebe, Pavel Paclík, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin:
Cost-Based Classifier Evaluation for Imbalanced Problems. 762-770
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Giorgio Fumera, Ignazio Pillai, Fabio Roli:
A Two-Stage Classifier with Reject Option for Text Categorisation. 771-779
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Victor Mikhailovich Nedel'ko:
Misclassification Probability Estimations for Linear Decision Functions. 780-787
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SPR. Representation

Johannes J. Naudé, Michaël A. van Wyk, Barend J. van Wyk:
Generalized Variable-Kernel Similarity Metric Learning. 788-796
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Josef Kittler, Mohammad Sadeghi:
Approximate Gradient Direction Metric for Face Authentication. 797-805
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SPR. Poster Papers. Classification

Ricardo Barandela, Rosa M. Valdovinos, José Salvador Sánchez, Francesc J. Ferri:
The Imbalanced Training Sample Problem: Under or over Sampling? 806
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Kyung-Yong Jung, Kee-Wook Rim, Jung-Hyun Lee:
Automatic Preference Mining through Learning User Profile with Extracted Information. 815-823
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Zhiwei Fu, Isa Sarac:
A Computational Study of Naíve Bayesian Learning in Anti-spam Management. 824-830
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Barend J. van Wyk, Michaël A. van Wyk, Guillaume Noel:
Kernel-Based Non-linear Template Matching. 831-839
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Jinwook Go, Byungjoon Baek, Chulhee Lee:
Analyzing Weight Distribution of Feedforward Neural Networks and Efficient Weight Initialization. 840-849
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Gilles Cohen, Melanie Hilario, Christian Pellegrini:
One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance. 850-858
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Graeme S. Chambers, Svetha Venkatesh, Geoff A. W. West:
Automatic Labeling of Sports Video Using Umpire Gesture Recognition. 859-867
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Javier Cano, Juan Carlos Pérez-Cortes, Ismael Salvador:
Comparison of Two Fast Nearest-Neighbour Search Methods in High-Dimensional Large-Sized Databases. 868-875
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Pedro J. Ponce de León, Carlos Pérez-Sancho, José Manuel Iñesta Quereda:
A Shallow Description Framework for Musical Style Recognition. 876-884
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Mineichi Kudo, Hideyuki Imai, Akira Tanaka, Tetsuya Murai:
A Nearest Neighbor Method Using Bisectors. 885-893
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Fabien Carmagnac, Pierre Héroux, Éric Trupin:
Distance Based Strategy for Supervised Document Image Classification. 894-902
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Byungjun Son, Jung-Ho Ahn, Ji-hyun Park, Yillbyung Lee:
Identification of Humans Using Robust Biometric Features. 903-911
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Young-suk Shin:
Facial Expression Recognition Based on the Two-Dimensional Structure of Affect. 912-920
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SPR. Poster Papers. Clustering

Miguel Adán, Antonio Adán, Andrés S. Vázquez:
Clustering Using WCC Models. 921-929
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Adriana Vasilache, Ioan Tabus, Jorma Rissanen:
Algorithms for Constructing Min-Max Partitions of the Parameter Space for MDL Inference. 930-938
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Pau Micó, David Cuesta-Frau, Daniel Novák:
Preclustering of Electrocardiographic Signals Using Left-to-Right Hidden Markov Models. 939-947
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Atsushi Imiya, Ken Tatara:
Graph-Based Clustering of Random Point Set. 948-956
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Jian Yu, Houkuan Huang, Shengfeng Tian:
Cluster Validity and Stability of Clustering Algorithms. 957-965
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SPR. Poster Papers. Multiple Classifier Systems

Rafael Pino-Mejías, María-Dolores Cubiles-de-la-Vega, Manuel López-Coello, Esther-Lydia Silva-Ramírez, María-Dolores Jiménez-Gamero:
Bagging Classification Models with Reduced Bootstrap. 966-973
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Herna L. Viktor, Hongyu Guo:
Multiple Classifier Prediction Improvements against Imbalanced Datasets through Added Synthetic Examples. 974-982
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Etienne Grossmann:
Automatic Design of Cascaded Classifiers. 983-991
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Kyoung Min Kim, Joong Jo Park, Young Gi Song, In-Cheol Kim, Ching Y. Suen:
Recognition of Handwritten Numerals Using a Combined Classifier with Hybrid Features. 992-1000
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Héla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi:
Generating Classifier Outputs with Fixed Diversity for Evaluating Voting Methods. 1001-1009
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SPR. Poster Papers. Feature Selection

Jana Novovicová, Antonín Malík, Pavel Pudil:
Feature Selection Using Improved Mutual Information for Text Classification. 1010-1017
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Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin:
Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition. 1018-1025
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Serguei Verzakov, Pavel Paclík, Robert P. W. Duin:
Feature Shaving for Spectroscopic Data. 1026-1033
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Michael Egmont-Petersen:
Feature Selection by Markov Chain Monte Carlo Sampling - A Bayesian Approach. 1034-1042
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SPR. Poster Papers. Representation

Hiroshi Tenmoto, Yasukuni Mori, Mineichi Kudo:
Classifier-Independent Visualization of Supervised Data Structures Using a Graph. 1043-1051
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Dongxiao Zhou, Georgy L. Gimel'farb:
Texel-Based Texture Synthesis with Bunch Sampling. 1052
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Ken-ichi Maeda, Osamu Yamaguchi, Kazuhiro Fukui:
Towards 3-Dimensional Pattern Recognition. 1061-1068
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David Windridge, Richard Bowden, Josef Kittler:
A General Strategy for Hidden Markov Chain Parameterisation in Composite Feature-Spaces. 1069-1077
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Ilias Kolonias, William J. Christmas, Josef Kittler:
Tracking the Evolution of a Tennis Match Using Hidden Markov Models. 1078-1086
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Roberto Paredes, Enrique Vidal, Francisco Casacuberta:
Local Features for Speaker Recognition. 1087-1095
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Marina Skurichina, Pavel Paclík, Robert P. W. Duin, Diana de Veld, Henricus J. C. M. Sterenborg, Max J. H. Witje, Jan L. N. Roodenburg:
Selection/Extraction of Spectral Regions for Autofluorescence Spectra Measured in the Oral Cavity. 1096-1104
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Yoshikazu Washizawa, Kenji Hikida, Toshihisa Tanaka, Yukihiko Yamashita:
Kernel Relative Principal Component Analysis for Pattern Recognition. 1105-1113
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Beom-Joon Cho, Bong-Kee Sin:
Dynamic Character Model Generation for Document Keyword Spotting. 1114-1125
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Shutao Li, John Shawe-Taylor:
Texture Classification by Combining Wavelet and Contourlet Features. 1126-1134
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SPR. Poster Papers. Hybrid Methods

Francesc Serratosa, Alberto Sanfeliu:
Distance Measures between Attributed Graphs and Second-Order Random Graphs. 1135-1144
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Elzbieta Pekalska, Robert P. W. Duin, Simon Günter, Horst Bunke:
On Not Making Dissimilarities Euclidean. 1145-1154
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Dinh Q. Phung, Hung Hai Bui, Svetha Venkatesh:
Content Structure Discovery in Educational Videos Using Shared Structures in the Hierarchical Hidden Markov Models. 1155-1163
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