Table of Contents

• Structured Sparsity and Convex OptimizationFrancis Bach.
• Detecting Mean Reverted Patterns in Statistical ArbitrageKostas Triantafyllopoulos.
• The Interplay of Statistical and Structural Pattern Recognition from a Machine Learning PerspectiveTibério S. Caetano.
• Context Sensitive Information: Model Validation by Information TheoryJoachim M. Buhmann.
• Measure of Statistical DependenceJosé C. Príncipe.
• Adaptation and Enhancement of Evaluation Measures to Overlapping Graph ClusteringsTatiana Gossen, Michael Kotzyba, Andreas Nürnberger. 5-14
• On Order Equivalences between Distance and Similarity Measures on Sequences and TreesMartin Emms, Hector-Hugo Franco-Penya. 15-24
• Scalable Corpus Annotation by Graph Construction and Label PropagationThomas Lansdall-Welfare, Ilias N. Flaounas, Nello Cristianini. 25-34
• Nonlinear Feature Construction with Evolved Neural Networks for Classification ProblemsTobias Berka, Helmut A. Mayer. 35-44
• Sparse Quasi-Newton Optimization for Semi-supervised Support Vector MachinesFabian Gieseke, Antti Airola, Tapio Pahikkala, Oliver Kramer. 45-54
• Iris Recognition in Visible Light DomainDaniel Riccio, Maria De Marsico. 55-62
• Nonlinear Mapping by Constrained Co-clusteringRodolphe Priam, Mohamed Nadif, Gérard Govaert. 63-68
• Convex Combinations of Maximum Margin Bayesian Network ClassifiersSebastian Tschiatschek, Franz Pernkopf. 69-77
• Estimation of the Common Oscillation for Phase Locked Matrix FactorizationMiguel Almeida, Ricardo Vigário, José M. Bioucas-Dias. 78-85
• A General Algorithm for Calculating Force Histograms using Vector DataDaniel Recoskie, Tao Xu, Pascal Matsakis. 86-92
• On the Crossover Operator for GA-based Optimizers in Sequential Projection PursuitSoledad Espezua, Edwin Villanueva, Carlos Dias Maciel. 93-102
• A Dynamic Wrapper Method for Feature Discretization and SelectionArtur J. Ferreira, Mário A. T. Figueiredo. 103-112
• Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance ImagesAnna C. Carli, Mário A. T. Figueiredo, Manuele Bicego, Vittorio Murino. 113-122
• Single-frame Signal Recovery using a Similarity-prior based on Pearson Type VII MRFSakinah Ali Pitchay, Ata Kabán. 123-133
• Clustering Complex Multimedia Objects using an Ensemble ApproachAna Isabel Oviedo, Oscar Ortega. 134-143
• On Stochastic Tree Distances and Their Training via Expectation-MaximisationMartin Emms. 144-153
• The Stepwise Response Refinement Screener (SRRS) and its Applications to Analysis of Factorial ExperimentsFrederick Kin Hing Phoa. 157-161
• Handling Imprecise Labels in Feature Selection with Graph LaplacianGauthier Doquire, Michel Verleysen. 162-169
• Semi-local Features for the Classification of Segmented ObjectsRobert Sorschag. 170-175
• A Comparison of Multivariate Mutual Information Estimators for Feature SelectionGauthier Doquire, Michel Verleysen. 176-185
• Graph Recognition by Seriation and Frequent Substructures MiningLorenzo Livi, Guido Del Vescovo, Antonello Rizzi. 186-191
• Lane Detection in Pedestrian Motion and Entropy-based Order IndexOlivier Chabiron, Jérôme Fehrenbach, Pierre Degond, Mehdi Moussaïd, Julien Pettré, Samuel Lemercier. 192-197
• Linear Projection Methods - An Experimental Study for Regression ProblemsCarlos Pardo-Aguilar, José-Francisco Díez-Pastor, Nicolás García-Pedrajas, Juan J. Rodríguez, Cesar García-Osorio. 198-204
• On the VC-Dimension of Univariate Decision TreesOlcay Taner Yildiz. 205-210
• A Preliminary Study on Selecting the Optimal Cut Points in Discretization by Evolutionary AlgorithmsSalvador García, Victoria López, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera. 211-216
• Optimized Algorithm for Learning Bayesian Network Super-structuresEdwin Villanueva, Carlos Dias Maciel. 217-222
• ASSET: Approximate Stochastic Subgradient Estimation Training for Support Vector MachinesSangkyun Lee, Stephen J. Wright. 223-228
• Divisive Monothetic Clustering for Interval and Histogram-valued DataPaula Brito, Marie Chavent. 229-234
• Evaluation of Negentropy-based Cluster Validation Techniques in Problems with Increasing DimensionalityLuis F. Lago-Fernández, Gonzalo Martínez-Muñoz, A. M. González, Manuel A. Sánchez-Montañés. 235-241
• Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary StudyMónica Millán-Giraldo, Vicente García, Javier Salvador Sánchez. 242-247
• Simplex Decompositions using SVD and PLSAMadhusudana V. S. Shashanka, Michael Giering. 248-252
• Tracking Solutions of Time Varying Linear Inverse ProblemsMartin Kleinsteuber, Simon Hawe. 253-257
• Handwritten Character Classification using the Hotspot Feature Extraction TechniqueOlarik Surinta, Lambert Schomaker, Marco Wiering. 261-264
• On Improving Semi-supervised Marginboost Incrementally using Strong Unlabeled DataThanh-Binh Le, Sang-Woon Kim. 265-268
• Inexact Graph Matching through Graph CoverageLorenzo Livi, Guido Del Vescovo, Antonello Rizzi. 269-272
• A Comprehensive Dataset for Evaluating Approaches of Various Meta-learning TasksMatthias Reif. 273-276
• Traffic Light Recognition using Circular Separability FilterShodai Horima, Kazunori Onoguchi. 277-283
• Generative Topographic Mapping and Factor AnalyzersRodolphe Priam, Mohamed Nadif. 284-287
• Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action RecognitionMarco Körner, Daniel Haase, Joachim Denzler. 288-294
• Cloth Covering and Application to Feature Extraction for Script IdentificationMinwoo Kim, Il-Seok Oh. 295-299
• Online Sequential Learning based on Enhanced Extreme Learning Machine using Left or Right Pseudo-inverseWeiwei Zong, Yuan Lan, Guang-Bin Huang. 300-305
• Classification using High Order Dissimilarities in Non-euclidean SpacesHelena Aidos, Ana L. N. Fred, Robert P. W. Duin. 306-309
• On the Suitability of Numerical Performance Measures for Class Imbalance ProblemsVicente García, José Salvador Sánchez, Ramón Alberto Mollineda. 310-313
• Dimension Reduction by an Orthogonal Series Estimate of the Probabilistic Dependence MeasureWissal Drira, Wissal Neji, Faouzi Ghorbel. 314-317
• Segmentation of Vessel Geometries from Medical Images using GPF Deformable ModelSi Yong Yeo, Xianghua Xie, Igor Sazonov, Perumal Nithiarasu. 323-332
• Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound DataCarlos Santiago, Jorge S. Marques, Jacinto C. Nascimento. 333-340
• Algorithm to Maintain Linear Element in 3D Level Set Topology OptimizationChristopher J. Brampton, Alicia H. Kim, James L. Cunningham. 341-350
• Facial Expression Recognition using Log-Euclidean Statistical Shape ModelsBartlomiej W. Papiez, Bogdan J. Matuszewski, Lik-Kwan Shark, Wei Quan. 351-359
• A New Parallelizable Deformation Method - Automatic Comparision between Foot and LastJose Maria Buades Rubio, Manuel González Hidalgo, Francisco J. Perales López, S. Ramis-Guarinos, A. Oliver, V. Blanch. 363-369
• A Statistical Approach to Build 3D Prototypes from a 3D Anthropometric Survey of the Spanish Female PopulationM. Victoria Ibáñez, A. Simó, Juan Domingo, E. Durá, Guillermo Ayala, S. Alemany, G. Vinué, C. Solves. 370-374
• Evaluation of Stereo Matching Costs on Close Range, Aerial and Satellite ImagesKe Zhu, Pablo d'Angelo, Matthias Butenuth. 379-385
• Non-invasive Melanoma Diagnosis using Multispectral ImagingIanisse Quinzán Suárez, Pedro Latorre Carmona, Pedro García-Sevilla, Enrique Boldo, Filiberto Pla, Vicente García Jiménez, Rafael Lozoya, Guillermo Pérez de Lucía. 386-393
• Fusion of Optical and Thermal Imagery and LiDAR Data for Application to 3-D Urban Environment - Pattern Recognition Applications in Remotely Sensed Hyperspectral Image AnalysisAnna Brook, Marijke Vandewal, Rudolf Richter, Eyal Ben-Dor. 394-405
• A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral ImagesJun Li 0009, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jon Atli Benediktsson. 406-411
• Automatic Selection of the Training Set for Semi-supervised Land Classification and Segmentation of Satellite ImagesOlga Rajadell, Pedro García-Sevilla. 412-418
• Neural based Rotation and Scale Independent Detection of Targets in a Hyperspectral Waterway Monitoring SystemBlanca Maria Priego Torres, Richard J. Duro, Francisco Bellas, Daniel Souto. 419-425
• Dictionary based Hyperspectral Image RetrievalMiguel Angel Veganzones, Mihai Datcu, Manuel Graña. 426-432
• About Gradient Operators on Hyperspectral ImagesRamón Moreno, Manuel Graña. 433-437
• Hyperspectral Unmixing with Simultaneous Dimensionality EstimationJosé M. P. Nascimento, José M. Bioucas-Dias. 438-444
• Bass Track Selection in MIDI Files and Multimodal Implications to MelodyOctavio Vicente, José Manuel Iñesta Quereda. 449-458
• Multiple Object Tracking with RelationsLuca Cattelani, Cristina E. Manfredotti, Enza Messina. 459-466
• Bayesian Supervised Image Classification based on a Pairwise Comparison MethodF. Calle-Alonso, J. P. Arias-Nicolás, C. J. Pérez, J. Martín. 467-473
• Restructuring versus Non Restructuring Insertions in MDF IndexesAureo Serrano, Luisa Micó, José Oncina. 474-480
• Two Methods for Filled-in Document Image Identification using Local FeaturesDiego Carrion-Robles, Vicent Castello-Fos, Juan Carlos Pérez-Cortes, Joaquim Arlandis. 481-487