Table of Contents

• Finding Clusters and Components by Unsupervised LearningErkki Oja. 1-15 [doi]
• Kernel Methods for Exploratory Pattern Analysis: A Demonstration on Text DataTijl De Bie, Nello Cristianini. 16-29 [doi]
• The Use of Graph Techniques for Identifying Objects and Scenes in Indoor Building Environments for Mobile RobotsAlberto Sanfeliu. 30-41 [doi]
• Graphical-Based Learning Environments for Pattern RecognitionFranco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner. 42-56 [doi]
• Spectral Analysis of Complex Laplacian MatricesRichard C. Wilson, Edwin R. Hancock. 57-65 [doi]
• Decision Tree Structures for Graph Database FilteringChristophe Irniger, Horst Bunke. 66-75 [doi]
• A Significant Improvement of Softassign with Diffusion KernelsMiguel Angel Lozano, Francisco Escolano. 76-84 [doi]
• Structural Perceptrons for Attributed GraphsBrijnesh J. Jain, Fritz Wysotzki. 85-94 [doi]
• Eigenspace Method by Autoassociative Networks for Object RecognitionTakamasa Yokoi, Wataru Ohyama, Tetsushi Wakabayashi, Fumitaka Kimura. 95-103 [doi]
• A Novel Constraint-Based Approach to Online Graphics RecognitionLuo Yan, Guanglin Huang, Yin Liu, Wenyin Liu. 104-113 [doi]
• Extraction of Skeletal Shape Features Using a Visual Attention OperatorRoman M. Palenichka, Rokia Missaoui, Marek B. Zaremba. 114-124 [doi]
• Computing the Cyclic Edit Distance for Pattern Classification by Ranking Edit PathsVíctor M. Jiménez, Andrés Marzal, Vicente Palazón, Guillermo Peris. 125-133 [doi]
• Contour Segments from Spline InterpolationNiklas Lüdtke, Richard C. Wilson. 134-142 [doi]
• Steady State Random Walks for Path EstimationAntonio Robles-Kelly, Edwin R. Hancock. 143-152 [doi]
• Learning of Form Models from ExemplarsPetra Perner, Silke Jänichen. 153-161 [doi]
• An Optimal Probabilistic Graphical Model for Point Set MatchingTibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone. 162-170 [doi]
• A New Variational Framework for Rigid-Body AlignmentTsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai. 171-179 [doi]
• An Error-Tolerant Approximate Matching Algorithm for Attributed Planar Graphs and Its Application to Fingerprint ClassificationMichel Neuhaus, Horst Bunke. 180-189 [doi]
• Comparison of Algorithms for Web Document Clustering Using Graph Representations of DataAdam Schenker, Mark Last, Horst Bunke, Abraham Kandel. 190-197 [doi]
• Heat Kernels, Manifolds and Graph EmbeddingXiao Bai, Edwin R. Hancock. 198-206 [doi]
• A Syntactic Pattern Recognition Approach to Computer Assisted TranslationJorge Civera, Juan Miguel Vilar, Elsa Cubel, Antonio L. Lagarda, Sergio Barrachina, Francisco Casacuberta, Enrique Vidal, David Picó, Jorge González. 207 [doi]
• GIATI: A General Methodology for Finite-State Translation Using AlignmentsDavid Picó, Jesús Tomás, Francisco Casacuberta. 216-223 [doi]
• A Coupled Relaxation Method for Finding Perceptual StructuresRichard C. Wilson. 224-232 [doi]
• A Comparison of Unsupervised Shot Classification Algorithms for News Video SegmentationMassimo De Santo, Gennaro Percannella, Carlo Sansone, Mario Vento. 233-241 [doi]
• Diagnosis of Lung Nodule Using the Semivariogram FunctionAristófanes C. Silva, Perfilino Eugênio Ferreira Jr., Paulo Cezar Pinto Carvalho, Marcelo Gattass. 242-250 [doi]
• Dictionary-Based Syntactic Pattern Recognition Using TriesB. John Oommen, Ghada Badr. 251-259 [doi]
• Improving Probabilistic Automata Learning with Additional KnowledgeChristopher Kermorvant, Colin de la Higuera, Pierre Dupont. 260-268 [doi]
• Distances between Distributions: Comparing Language ModelsThierry Murgue, Colin de la Higuera. 269-277 [doi]
• A New Uniform Translocation DistanceCarlos Martín-Vide, Victor Mitrana. 278-286 [doi]
• Understanding Human-Computer Interactions in Map RevisionJun Zhou, Walter F. Bischof, Terry Caelli. 287-295 [doi]
• Multiscale Curvature Assessment of Postural DeviationsCornélia J. P. Passarinho, Fátima N. S. de Medeiros, Jilseph Lopes Silva, Luís Henrique Cintra, Rafael B. Moreira. 296-303 [doi]
• Modelling Human Shape with Articulated Shape MixturesAbdullah A. Al-Shaher, Edwin R. Hancock. 304-314 [doi]
• Learning People Movement Model from Multiple Cameras for Behaviour RecognitionNam Thanh Nguyen, Svetha Venkatesh, Geoff A. W. West, Hung Hai Bui. 315-324 [doi]
• A Comparison of Least Squares and Spectral Methods for Attributed Graph MatchingJianfeng Lu, Terry Caelli, Jing-yu Yang. 325-333 [doi]
• An Auction Algorithm for Graph-Based Contextual Correspondence MatchingBarend J. van Wyk, Michaël A. van Wyk, Guillaume Noel. 334-342 [doi]
• Segmentation Graph HierarchiesYll Haxhimusa, Walter G. Kropatsch. 343-351 [doi]
• Clustering Variable Length Sequences by Eigenvector Decomposition Using HMMFatih Murat Porikli. 352-360 [doi]
• A Kernel View of Spectral Point Pattern MatchingHongfang Wang, Edwin R. Hancock. 361-369 [doi]
• Neural Networks for Improved Target Differentiation with SonarNaima Ait Oufroukh, Etienne Colle. 370-378 [doi]
• An MCMC Feature Selection Technique for Characterizing and Classifying Spatial Region DataDespina Kontos, Vasileios Megalooikonomou, Marc J. Sobel, Qiang Wang. 379-387 [doi]
• Human Action Recognition by Inference of Stochastic Regular GrammarsKyungeun Cho, Hyungje Cho, Kyhyun Um. 388-396 [doi]
• Optimizing Classification Ensembles via a Genetic Algorithm for a Web-Based Educational SystemBehrouz Minaei-Bidgoli, Gerd Kortemeyer, William F. Punch. 397-406 [doi]
• A Structural Approach to Adaptive Inverse Halftoning for Document ImagesHirobumi Nishida. 407-415 [doi]
• Syntactic Modeling and Recognition of Document ImagesIgnacio Perea, Damián López. 416-424 [doi]
• Symbols Recognition System for Graphic Documents Combining Global Structural Approaches and Using a XML Representation of DataMathieu Delalandre, Éric Trupin, Jean-Marc Ogier. 425-433 [doi]
• Sketch Recognition Based on Topological Spatial RelationshipBinbin Peng, Yin Liu, Wenyin Liu, Guanglin Huang. 434-443 [doi]
• A Study on the Consistency of Features for On-Line Signature VerificationHansheng Lei, Venu Govindaraju. 444 [doi]
• Statistical Structure of Natural 4 × 4 Image PatchesKostadin Koroutchev, José R. Dorronsoro. 452-460 [doi]
• Grey Scale Skeletonisation with Curvature Sensitive Noise DampingHuaijun Qiu, Edwin R. Hancock. 461-469 [doi]
• License Vehicle Plates Localization Using Maximum CorrelationRégis C. P. Marques, Fátima N. S. de Medeiros, Jilseph Lopes Silva, Cassius M. Laprano. 470-476 [doi]
• Adaptive Context for a Discrete Universal DenoiserGeorgy L. Gimel farb. 477-485 [doi]
• Pose Estimation from Airborne Video Sequences Using a Structural Approach for the Construction of Homographies and Fundamental MatricesEckart Michaelsen, Uwe Stilla. 486-494 [doi]
• Temporal Post-processing of Decision Tree Outputs for Sports Video CategorisationEdward Jaser, William J. Christmas, Josef Kittler. 495-503 [doi]
• A New Method of Polyline ApproximationAlexander Gribov, Eugene Bodansky. 504-511 [doi]
• On Extending Symmetry Sets for 2D ShapesArjan Kuijper, Ole Fogh Olsen. 512-520 [doi]
• Structural Analysis and Matching of Shape by Logical PropertyNanhyo Bang, Kyhyun Um. 521-529 [doi]
• Scale Descriptors through Phase UnwrappingAlex Hughes, Richard C. Wilson. 530-537 [doi]
• Lung Segmentation on Postero-anterior Digital Chest Radiographs Using Active ContoursIsaac Iglesias, Pablo G. Tahoces, Miguel Souto, Anxo Martínez de Alegría, María J. Lado, Juan J. Vidal. 538-546 [doi]
• Emotion Recognition from Dance Image Sequences Using Contour ApproximationHanhoon Park, Jong-Il Park, Un-Mi Kim, Woontack Woo. 547-555 [doi]
• Matching Concavity TreesOssama El Badawy, Mohamed Kamel. 556-564 [doi]
• Combining Classifier for Face Identification at Unknown Views with a Single Model ImageTae-Kyun Kim, Josef Kittler. 565-573 [doi]
• A Logodds Criterion for Selection of Diagnostic TestsChristopher J. Whitaker, Ludmila I. Kuncheva, Peter D. Cockcroft. 574-582 [doi]
• Evaluation of Classical and Novel Ensemble Methods for Handwritten Word RecognitionSimon Günter, Horst Bunke. 583-591 [doi]
• Improving Support Vector Classification via the Combination of Multiple Sources of InformationJavier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego. 592-600 [doi]
• Fusing Segmentation and Classification from Multiple FeaturesRoberto Manduchi. 601-608 [doi]
• A Classifier Combination Tree AlgorithmRoss A. McDonald, Idris A. Eckley, David J. Hand. 609-617 [doi]
• Bounds for the Average Generalization Error of the Mixture of Experts Neural NetworkLuís A. Alexandre, Aurélio C. Campilho, Mohamed S. Kamel. 618-625 [doi]
• An Effective EM Algorithm for PCA Mixture ModelZhong Jin, Franck Davoine, Zhen Lou. 626-634 [doi]
• EM Initialisation for Bernoulli Mixture LearningAlfons Juan, José García-Hernández, Enrique Vidal. 635-643 [doi]
• A New Family of Weak Estimators for Training in Non-stationary DistributionsB. John Oommen, Luís G. Rueda. 644-652 [doi]
• Path Relinking Particle Filter for Human Body Pose EstimationJuan José Pantrigo, Ángel Sánchez, Kostas Gianikellis, Abraham Duarte. 653-661 [doi]
• Clustering with Soft and Group ConstraintsMartin H. C. Law, Alexander P. Topchy, Anil K. Jain. 662-670 [doi]
• Learning from General Label ConstraintsTijl De Bie, Johan A. K. Suykens, Bart De Moor. 671-679 [doi]
• Solving the One-Class Problem Using Neighbourhood MeasuresJavier M. Moguerza, Alberto Muñoz. 680-688 [doi]
• Detection of a Single Texture in Colour ImagesLinjiang Yu, Georgy L. Gimel farb. 689-697 [doi]
• Clustering Based Under-Sampling for Improving Speaker Verification Decisions Using AdaBoostHakan Altinçay, Cem Ergün. 698-706 [doi]
• Control of Sparseness for Feature SelectionErinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, Christopher Bowman. 707-715 [doi]
• On Prediction Mechanisms in Fast Branch & Bound AlgorithmsPetr Somol, Pavel Pudil, Jiri Grim. 716-724 [doi]
• Structures of Covariance Matrix in Handwritten Character RecognitionSarunas Raudys, Masakazu Iwamura. 725-733 [doi]
• Statistical Machine Translation Decoding Using Target Word ReorderingJesús Tomás, Francisco Casacuberta. 734-743 [doi]
• Classifier Design for Population and Sensor DriftKeith Copsey, Andrew Webb. 744-752 [doi]
• A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition SchemesClaudio Marrocco, Francesco Tortorella. 753-761 [doi]
• Cost-Based Classifier Evaluation for Imbalanced ProblemsThomas Landgrebe, Pavel Paclík, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin. 762-770 [doi]
• A Two-Stage Classifier with Reject Option for Text CategorisationGiorgio Fumera, Ignazio Pillai, Fabio Roli. 771-779 [doi]
• Misclassification Probability Estimations for Linear Decision FunctionsVictor Mikhailovich Nedel ko. 780-787 [doi]
• Generalized Variable-Kernel Similarity Metric LearningJohannes J. Naudé, Michaël A. van Wyk, Barend J. van Wyk. 788-796 [doi]
• Approximate Gradient Direction Metric for Face AuthenticationJosef Kittler, Mohammad Sadeghi. 797-805 [doi]
• The Imbalanced Training Sample Problem: Under or over Sampling?Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez, Francesc J. Ferri. 806 [doi]
• Automatic Preference Mining through Learning User Profile with Extracted InformationKyung-Yong Jung, Kee-Wook Rim, Jung-Hyun Lee. 815-823 [doi]
• A Computational Study of Naíve Bayesian Learning in Anti-spam ManagementZhiwei Fu, Isa Sarac. 824-830 [doi]
• Kernel-Based Non-linear Template MatchingBarend J. van Wyk, Michaël A. van Wyk, Guillaume Noel. 831-839 [doi]
• Analyzing Weight Distribution of Feedforward Neural Networks and Efficient Weight InitializationJinwook Go, Byungjoon Baek, Chulhee Lee. 840-849 [doi]
• One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class ImbalanceGilles Cohen, Melanie Hilario, Christian Pellegrini. 850-858 [doi]
• Automatic Labeling of Sports Video Using Umpire Gesture RecognitionGraeme S. Chambers, Svetha Venkatesh, Geoff A. W. West. 859-867 [doi]
• Comparison of Two Fast Nearest-Neighbour Search Methods in High-Dimensional Large-Sized DatabasesJavier Cano, Juan Carlos Pérez-Cortes, Ismael Salvador. 868-875 [doi]
• A Shallow Description Framework for Musical Style RecognitionPedro J. Ponce de León, Carlos Pérez-Sancho, José Manuel Iñesta Quereda. 876-884 [doi]
• A Nearest Neighbor Method Using BisectorsMineichi Kudo, Hideyuki Imai, Akira Tanaka, Tetsuya Murai. 885-893 [doi]
• Distance Based Strategy for Supervised Document Image ClassificationFabien Carmagnac, Pierre Héroux, Éric Trupin. 894-902 [doi]
• Identification of Humans Using Robust Biometric FeaturesByungjun Son, Jung-Ho Ahn 0002, Ji-hyun Park, Yillbyung Lee. 903-911 [doi]
• Facial Expression Recognition Based on the Two-Dimensional Structure of AffectYoung-suk Shin. 912-920 [doi]
• Clustering Using WCC ModelsMiguel Adán, Antonio Adán, Andrés S. Vázquez. 921-929 [doi]
• Algorithms for Constructing Min-Max Partitions of the Parameter Space for MDL InferenceAdriana Vasilache, Ioan Tabus, Jorma Rissanen. 930-938 [doi]
• Preclustering of Electrocardiographic Signals Using Left-to-Right Hidden Markov ModelsPau Micó, David Cuesta-Frau, Daniel Novák. 939-947 [doi]
• Graph-Based Clustering of Random Point SetAtsushi Imiya, Ken Tatara. 948-956 [doi]
• Cluster Validity and Stability of Clustering AlgorithmsJian Yu, Houkuan Huang, Shengfeng Tian. 957-965 [doi]
• Bagging Classification Models with Reduced BootstrapRafael Pino-Mejías, María-Dolores Cubiles-de-la-Vega, Manuel López-Coello, Esther-Lydia Silva-Ramírez, María-Dolores Jiménez-Gamero. 966-973 [doi]
• Multiple Classifier Prediction Improvements against Imbalanced Datasets through Added Synthetic ExamplesHerna L. Viktor, Hongyu Guo. 974-982 [doi]
• Automatic Design of Cascaded ClassifiersEtienne Grossmann. 983-991 [doi]
• Recognition of Handwritten Numerals Using a Combined Classifier with Hybrid FeaturesKyoung Min Kim, Joong Jo Park, Young Gi Song, In-Cheol Kim, Ching Y. Suen. 992-1000 [doi]
• Generating Classifier Outputs with Fixed Diversity for Evaluating Voting MethodsHéla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi. 1001-1009 [doi]
• Feature Selection Using Improved Mutual Information for Text ClassificationJana Novovicová, Antonín Malík, Pavel Pudil. 1010-1017 [doi]
• Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character RecognitionCarlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin. 1018-1025 [doi]
• Feature Shaving for Spectroscopic DataSerguei Verzakov, Pavel Paclík, Robert P. W. Duin. 1026-1033 [doi]
• Feature Selection by Markov Chain Monte Carlo Sampling - A Bayesian ApproachMichael Egmont-Petersen. 1034-1042 [doi]
• Classifier-Independent Visualization of Supervised Data Structures Using a GraphHiroshi Tenmoto, Yasukuni Mori, Mineichi Kudo. 1043-1051 [doi]
• Texel-Based Texture Synthesis with Bunch SamplingDongxiao Zhou, Georgy L. Gimel farb. 1052 [doi]
• Towards 3-Dimensional Pattern RecognitionKen-ichi Maeda, Osamu Yamaguchi, Kazuhiro Fukui. 1061-1068 [doi]
• A General Strategy for Hidden Markov Chain Parameterisation in Composite Feature-SpacesDavid Windridge, Richard Bowden, Josef Kittler. 1069-1077 [doi]
• Tracking the Evolution of a Tennis Match Using Hidden Markov ModelsIlias Kolonias, William J. Christmas, Josef Kittler. 1078-1086 [doi]
• Local Features for Speaker RecognitionRoberto Paredes, Enrique Vidal, Francisco Casacuberta. 1087-1095 [doi]
• Selection/Extraction of Spectral Regions for Autofluorescence Spectra Measured in the Oral CavityMarina Skurichina, Pavel Paclík, Robert P. W. Duin, Diana de Veld, Henricus J. C. M. Sterenborg, Max J. H. Witje, Jan L. N. Roodenburg. 1096-1104 [doi]
• Kernel Relative Principal Component Analysis for Pattern RecognitionYoshikazu Washizawa, Kenji Hikida, Toshihisa Tanaka, Yukihiko Yamashita. 1105-1113 [doi]
• Dynamic Character Model Generation for Document Keyword SpottingBeom-Joon Cho, Bong-Kee Sin. 1114-1125 [doi]
• Texture Classification by Combining Wavelet and Contourlet FeaturesShutao Li, John Shawe-Taylor. 1126-1134 [doi]
• Distance Measures between Attributed Graphs and Second-Order Random GraphsFrancesc Serratosa, Alberto Sanfeliu. 1135-1144 [doi]
• On Not Making Dissimilarities EuclideanElzbieta Pekalska, Robert P. W. Duin, Simon Günter, Horst Bunke. 1145-1154 [doi]
• Content Structure Discovery in Educational Videos Using Shared Structures in the Hierarchical Hidden Markov ModelsDinh Q. Phung, Hung Hai Bui, Svetha Venkatesh. 1155-1163 [doi]