| Large Scale Instance Selection by Means of a Parallel Algorithm / Aida de Haro-GarcÃa ; Juan Antonio Romero del Castillo ; Nicolás GarcÃa-Pedrajas |
| Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection / Carsten Elfers ; Mirko Horstmann ; Karsten Sohr ; Otthein Herzog |
| Generalized Derivative Based Kernelized Learning Vector Quantization / Frank-Michael Schleif ; Thomas Villmann ; Barbara Hammer ; Petra Schneider ; Michael Biehl |
| Cost Optimization of a Localized Irrigation System Using Genetic Algorithms / Mônica Sakuray Pais ; Júlio César Ferreira ; Marconi Batista Teixeira ; Keiji Yamanaka ; Gilberto Arantes Carrijo |
| Dimension Reduction for Regression with Bottleneck Neural Networks / Elina Parviainen |
| Analysing Satellite Image Time Series by Means of Pattern Mining / François Petitjean ; Pierre Gançarski ; Florent Masseglia ; Germain Forestier |
| Sentences Generation by Frequent Parsing Patterns / Takashi Yanagisawa ; Takao Miura ; Isamu Shioya |
| Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model / Marcin Ciecholewski |
| On the Power of Topological Kernel in Microarray-Based Detection of Cancer / Vilen Jumutc ; Pawel Zayakin |
| An Evolutionary Multi-objective Optimization of Market Structures Using PBIL / Xinyang Li ; Andreas Krause |
| New Application of Graph Mining to Video Analysis / Hisashi Koga ; Tsuji Tomokazu ; Takanori Yokoyama ; Toshinori Watanabe |
| Classification by Multiple Reducts-kNN with Confidence / Naohiro Ishii ; Yuichi Morioka ; Hiroaki Kimura ; Yongguang Bao |
| Towards Automatic Classification of Wikipedia Content / Julian Szymanski |
| Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data / Andrea Guidali ; Elisabetta Binaghi ; Mauro Guglielmin ; Marco Pascale |
| A Comparison of Three-Voting Methods for Bagging with the MLEM2 Algorithm / Clinton Cohagan ; Jerzy W. Grzymala-Busse ; Zdzislaw S. Hippe |
| Simplified Self-adapting Skip Lists / Jonathan J. Pittard ; Alan L. Tharp |
| Multi-Agent Architecture with Support to Quality of Service and Quality of Service and Quality of Control / Jose-Luis Poza-Luján ; Juan-Luis Posadas-Yagüe ; Jose-Enrique Simó-Ten |
| Robust 1-Norm Soft Margin Smooth Support Vector Machine / Li-Jen Chien ; Yuh-Jye Lee ; Zhi-Peng Kao ; Chih-Cheng Chang |
| A Generalization of Independence in Naive Bayes Model / Yu Fujimoto ; Noboru Murata |
| Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval Classification / Ricardo Quislant ; Eladio Gutierrez ; Oscar Plata ; Emilio D. Zapata |
| Histogram Distance for Similarity Search in Large Time Series Database / Yicun Ouyang ; Feng Zhang |
| The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces / Kazuteru Miyazaki |
| Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains / Luke Dicken ; John Levine |
| The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach / Jorge Loureiro ; Orlando Belo |
| Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform / Mohammad Ali Kadampur ; Somayajulu D.V.L.N |
| Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System / Marisa B. Figueiredo ; Ana de Almeida ; Bernardete Ribeiro ; António Martins |
| Annotation and Retrieval of Cell Images / Maria F. O'Connor ; Arthur Hughes ; Chaoxin Zheng ; Anthony Davies ; Dermot Kelleher ; Khurshid Ahmad |
| Adaptive Particle Swarm Optimizer for Feature Selection / M.A. Esseghir ; Gilles Goncalves ; Yahya Slimani |
| A Randomized Sphere Cover Classifier / Reda Younsi ; Anthony Bagnall |
| Directed Figure Codes with Weak Equality / Wtodzimierz Moczurad |
| Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks / Lukáš Bajer ; Martin Holena |
| Relevance of Contextual Information in Compression-Based Text Clustering / Ana Granados ; Rafael MartÃnez ; David Camacho ; Francisco de Borja RodrÃguez |
| Simple Deterministically Constructed Recurrent Neural Networks / Ali Rodan ; Peter Tino |
| Non-negative Matrix Factorization Implementation Using Graphic Processing Units / Noel Lopes |
| A Neighborhood-Based Clustering by Means of the Triangle Inequality / Marzena Kryszkiewicz ; Piotr Lasek |
| Selection of Structures with Grid Optimization, in Multiagent Data Warehouse / Marcin Gorawski ; Stawomir Bankowski ; Michal Gorawski |
| Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations / Malik Magdon-Ismail ; Jonathan T. Purnell |
| Learning Negotiation Policies Using IB3 and Bayesian Networks / Gislaine M. Nalepa ; Bráulio C. Ãvila ; FabrÃcio Enembreck ; Edson E. Scalabrin |
| Trajectory Based Behavior Analysis for User Verification / Hsing-Kuo Pao ; Hong-Yi Lin ; Kuan-Ta Chen ; Junaidillah Fadlil |
| Discovering Concept Mappings by Similarity Propagation among Substructures / Qi H. Pan ; Fedja Hadzic ; Tharam S. Dillon |
| Clustering and Visualizing SOM Results / José Alfredo F. Costa |
| A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors / Piotr Lipinski |
| Evolution Strategies for Objective Functions with Locally Correlated Variables |
| Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD / Zareen Mehboob ; Hujun Yin |
| Improving the Performance of the Truncated Fourier Series Least Squares (TFSLS) Power System Load Model Using an Artificial Neural Network Paradigm / Shonique L. Miller ; Gary L. Lebby ; Ali R. Osareh |
| An Efficient Approach to Clustering Real-Estate Listings / Maciej Grzenda ; Deepak Thukral |
| Incremental Update of Cyclic Association Rules / Eya Ben Ahmed |
| Author Index |
| Large Scale Instance Selection by Means of a Parallel Algorithm / Aida de Haro-GarcÃa ; Juan Antonio Romero del Castillo ; Nicolás GarcÃa-Pedrajas |
| Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection / Carsten Elfers ; Mirko Horstmann ; Karsten Sohr ; Otthein Herzog |
| Generalized Derivative Based Kernelized Learning Vector Quantization / Frank-Michael Schleif ; Thomas Villmann ; Barbara Hammer ; Petra Schneider ; Michael Biehl |
| Cost Optimization of a Localized Irrigation System Using Genetic Algorithms / Mônica Sakuray Pais ; Júlio César Ferreira ; Marconi Batista Teixeira ; Keiji Yamanaka ; Gilberto Arantes Carrijo |
| Dimension Reduction for Regression with Bottleneck Neural Networks / Elina Parviainen |
| Analysing Satellite Image Time Series by Means of Pattern Mining / François Petitjean ; Pierre Gançarski ; Florent Masseglia ; Germain Forestier |
