Table of Contents

• Large Scale Instance Selection by Means of a Parallel AlgorithmAida de Haro-García, Juan Antonio Romero del Castillo, Nicolás García-Pedrajas. 1-12 [doi]
• Typed Linear Chain Conditional Random Fields and Their Application to Intrusion DetectionCarsten Elfers, Mirko Horstmann, Karsten Sohr, Otthein Herzog. 13-20 [doi]
• Generalized Derivative Based Kernelized Learning Vector QuantizationFrank-Michael Schleif, Thomas Villmann, Barbara Hammer, Petra Schneider, Michael Biehl. 21-28 [doi]
• Cost Optimization of a Localized Irrigation System Using Genetic AlgorithmsMônica Sakuray Pais, Júlio César Ferreira, Marconi Batista Teixeira, Keiji Yamanaka, Gilberto Arantes Carrijo. 29-36 [doi]
• Dimension Reduction for Regression with Bottleneck Neural NetworksElina Parviainen. 37-44 [doi]
• Analysing Satellite Image Time Series by Means of Pattern MiningFrançois Petitjean, Pierre Gançarski, Florent Masseglia, Germain Forestier. 45-52 [doi]
• Sentences Generation by Frequent Parsing PatternsTakashi Yanagisawa, Takao Miura, Isamu Shioya. 53-62 [doi]
• Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour ModelMarcin Ciecholewski. 63-69 [doi]
• On the Power of Topological Kernel in Microarray-Based Detection of CancerVilen Jumutc, Pawel Zayakin. 70-77 [doi]
• An Evolutionary Multi-objective Optimization of Market Structures Using PBILXinyang Li, Andreas Krause. 78-85 [doi]
• New Application of Graph Mining to Video AnalysisHisashi Koga, Tsuji Tomokazu, Takanori Yokoyama, Toshinori Watanabe. 86-93 [doi]
• Classification by Multiple Reducts-kNN with ConfidenceNaohiro Ishii, Yuichi Morioka, Hiroaki Kimura, Yongguang Bao. 94-101 [doi]
• Towards Automatic Classification of Wikipedia ContentJulian Szymanski. 102-109 [doi]
• Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial DataAndrea Guidali, Elisabetta Binaghi, Mauro Guglielmin, Marco Pascale. 110-117 [doi]
• A Comparison of Three Voting Methods for Bagging with the MLEM2 AlgorithmClinton Cohagan, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe. 118-125 [doi]
• Simplified Self-Adapting Skip ListsJonathan J. Pittard, Alan L. Tharp. 126-136 [doi]
• Multi-Agent Architecture with Support to Quality of Service and Quality of ControlJose-Luis Poza-Luján, Juan-Luis Posadas-Yagüe, José-Enrique Simó-Ten. 137-144 [doi]
• Robust 1-Norm Soft Margin Smooth Support Vector MachineLi-Jen Chien, Yuh-Jye Lee, Zhi-Peng Kao, Chih-Cheng Chang. 145-152 [doi]
• A Generalization of Independence in Naive Bayes ModelYu Fujimoto, Noboru Murata. 153-161 [doi]
• Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval ClassificationRicardo Quislant, Eladio Gutiérrez, Oscar G. Plata, Emilio L. Zapata. 162-169 [doi]
• Histogram Distance for Similarity Search in Large Time Series DatabaseYicun Ouyang, Feng Zhang. 170-177 [doi]
• The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action SpacesKazuteru Miyazaki. 178-185 [doi]
• Applying Clustering Techniques to Reduce Complexity in Automated Planning DomainsLuke Dicken, John Levine. 186-193 [doi]
• The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm ApproachJorge Loureiro, Orlando Belo. 194-201 [doi]
• Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related TransformMohammad Ali Kadampur, Durvasula V. L. N. Somayajulu. 202-209 [doi]
• Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring SystemMarisa B. Figueiredo, Ana de Almeida, Bernardete Ribeiro, António Martins. 210-217 [doi]
• Annotation and Retrieval of Cell ImagesMaria F. O Connor, Arthur Hughes, Chaoxin Zheng, Anthony Davies, Dermot Kelleher, Khurshid Ahmad. 218-225 [doi]
• Adaptive Particle Swarm Optimizer for Feature SelectionMohamed Amir Esseghir, Gilles Goncalves, Yahya Slimani. 226-233 [doi]
• A Randomized Sphere Cover ClassifierReda Younsi, Anthony Bagnall. 234-241 [doi]
• Directed Figure Codes with Weak EqualityWlodzimierz Moczurad. 242-250 [doi]
• Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF NetworksLukás Bajer, Martin Holena. 251-258 [doi]
• Relevance of Contextual Information in Compression-Based Text ClusteringAna Granados, Rafael Martínez, David Camacho, Francisco de Borja Rodríguez. 259-266 [doi]
• Simple Deterministically Constructed Recurrent Neural NetworksAli Rodan, Peter Tino. 267-274 [doi]
• Non-negative Matrix Factorization Implementation Using Graphic Processing UnitsNoel Lopes, Bernardete Ribeiro. 275-283 [doi]
• A Neighborhood-Based Clustering by Means of the Triangle InequalityMarzena Kryszkiewicz, Piotr Lasek. 284-291 [doi]
• Selection of Structures with Grid Optimization, in Multiagent Data WarehouseMarcin Gorawski, Slawomir Bankowski, Michal Gorawski. 292-299 [doi]
• Approximating the Covariance Matrix of GMMs with Low-Rank PerturbationsMalik Magdon-Ismail, Jonathan T. Purnell. 300-307 [doi]
• Learning Negotiation Policies Using IB3 and Bayesian NetworksGislaine M. Nalepa, Bráulio Coelho Ávila, Fabrício Enembreck, Edson Emílio Scalabrin. 308-315 [doi]
• Trajectory Based Behavior Analysis for User VerificationHsing-Kuo Pao, Hong-Yi Lin, Kuan-Ta Chen, Junaidillah Fadlil. 316-323 [doi]
• Discovering Concept Mappings by Similarity Propagation among SubstructuresQi H. Pan, Fedja Hadzic, Tharam S. Dillon. 324-333 [doi]
• Clustering and Visualizing SOM ResultsJosé Alfredo F. Costa. 334-343 [doi]
• A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics ProcessorsPiotr Lipinski. 344-351 [doi]
• Evolution Strategies for Objective Functions with Locally Correlated VariablesPiotr Lipinski. 352-359 [doi]
• Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMDZareen Mehboob, Hujun Yin. 360-367 [doi]
• Improving the Performance of the Truncated Fourier Series Least Squares (TFSLS)Power System Load Model Using an Artificial Neural Network ParadigmShonique L. Miller, Gary L. Lebby, Ali R. Osareh. 368-378 [doi]
• An Efficient Approach to Clustering Real-Estate ListingsMaciej Grzenda, Deepak Thukral. 379-386 [doi]
• Incremental Update of Cyclic Association RulesEya Ben Ahmed. 387-395 [doi]