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| 2010 | A Generalization of Independence in Naive Bayes Model. Yu Fujimoto, Noboru Murata |
| 2010 | A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors. Piotr Lipinski |
| 2010 | A Neighborhood-Based Clustering by Means of the Triangle Inequality. Marzena Kryszkiewicz, Piotr Lasek |
| 2010 | A Randomized Sphere Cover Classifier. Reda Younsi, Anthony J. Bagnall |
| 2010 | Adaptive Particle Swarm Optimizer for Feature Selection. Mohamed Amir Esseghir, Gilles Goncalves, Yahya Slimani |
| 2010 | An Efficient Approach to Clustering Real-Estate Listings. Maciej Grzenda, Deepak Thukral |
| 2010 | An Evolutionary Multi-objective Optimization of Market Structures Using PBIL. Xinyang Li, Andreas Krause |
| 2010 | Analysing Satellite Image Time Series by Means of Pattern Mining. François Petitjean, Pierre Gançarski, Florent Masseglia, Germain Forestier |
| 2010 | Annotation and Retrieval of Cell Images. Maria F. O'Connor, Arthur Hughes, Chaoxin Zheng, Anthony Davies, Dermot Kelleher, Khurshid Ahmad |
| 2010 | Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains. Luke Dicken, John Levine |
| 2010 | Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations. Malik Magdon-Ismail, Jonathan T. Purnell |
| 2010 | Classification by Multiple Reducts-kNN with Confidence. Naohiro Ishii, Yuichi Morioka, Hiroaki Kimura, Yongguang Bao |
| 2010 | Clustering and Visualizing SOM Results. José Alfredo F. Costa |
| 2010 | Cost Optimization of a Localized Irrigation System Using Genetic Algorithms. Mônica Sakuray Pais, Júlio César Ferreira, Marconi Batista Teixeira, Keiji Yamanaka, Gilberto Arantes Carrijo |
| 2010 | Dimension Reduction for Regression with Bottleneck Neural Networks. Elina Parviainen |
| 2010 | Directed Figure Codes with Weak Equality. Wlodzimierz Moczurad |
| 2010 | Discovering Concept Mappings by Similarity Propagation among Substructures. Qi H. Pan, Fedja Hadzic, Tharam S. Dillon |
| 2010 | Evolution Strategies for Objective Functions with Locally Correlated Variables. Piotr Lipinski |
| 2010 | Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System. Marisa B. Figueiredo, Ana de Almeida, Bernardete Ribeiro, António Martins |
| 2010 | Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model. Marcin Ciecholewski |
| 2010 | Generalized Derivative Based Kernelized Learning Vector Quantization. Frank-Michael Schleif, Thomas Villmann, Barbara Hammer, Petra Schneider, Michael Biehl |
| 2010 | Histogram Distance for Similarity Search in Large Time Series Database. Yicun Ouyang, Feng Zhang |
| 2010 | 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 |
| 2010 | Incremental Update of Cyclic Association Rules. Eya Ben Ahmed |
| 2010 | Intelligent Data Engineering and Automated Learning - IDEAL 2010, 11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings Colin Fyfe, Peter Tiño, Darryl Charles, César Ignacio García-Osorio, Hujun Yin |
| 2010 | Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval Classification. Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata, Emilio L. Zapata |
| 2010 | Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data. Andrea Guidali, Elisabetta Binaghi, Mauro Guglielmin, Marco Pascale |
| 2010 | Large Scale Instance Selection by Means of a Parallel Algorithm. Aida de Haro-García, Juan Antonio Romero del Castillo, Nicolás García-Pedrajas |
| 2010 | Learning Negotiation Policies Using IB3 and Bayesian Networks. Gislaine M. Nalepa, Bráulio Coelho Ávila, Fabrício Enembreck, Edson Emílio Scalabrin |
| 2010 | Multi-Agent Architecture with Support to Quality of Service and Quality of Control. Jose-Luis Poza-Luján, Juan-Luis Posadas-Yagüe, José-Enrique Simó-Ten |
| 2010 | Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD. Zareen Mehboob, Hujun Yin |
| 2010 | New Application of Graph Mining to Video Analysis. Hisashi Koga, Tsuji Tomokazu, Takanori Yokoyama, Toshinori Watanabe |
| 2010 | Non-negative Matrix Factorization Implementation Using Graphic Processing Units. Noel Lopes, Bernardete Ribeiro |
| 2010 | On the Power of Topological Kernel in Microarray-Based Detection of Cancer. Vilen Jumutc, Pawel Zayakin |
| 2010 | Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform. Mohammad Ali Kadampur, Durvasula V. L. N. Somayajulu |
| 2010 | Relevance of Contextual Information in Compression-Based Text Clustering. Ana Granados, Rafael Martínez, David Camacho, Francisco de Borja Rodríguez |
| 2010 | Robust 1-Norm Soft Margin Smooth Support Vector Machine. Li-Jen Chien, Yuh-Jye Lee, Zhi-Peng Kao, Chih-Cheng Chang |
| 2010 | Selection of Structures with Grid Optimization, in Multiagent Data Warehouse. Marcin Gorawski, Slawomir Bankowski, Michal Gorawski |
| 2010 | Sentences Generation by Frequent Parsing Patterns. Takashi Yanagisawa, Takao Miura, Isamu Shioya |
| 2010 | Simple Deterministically Constructed Recurrent Neural Networks. Ali Rodan, Peter Tiño |
| 2010 | Simplified Self-Adapting Skip Lists. Jonathan J. Pittard, Alan L. Tharp |
| 2010 | Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks. Lukás Bajer, Martin Holena |
| 2010 | The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach. Jorge Loureiro, Orlando Belo |
| 2010 | The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces. Kazuteru Miyazaki |
| 2010 | Towards Automatic Classification of Wikipedia Content. Julian Szymanski |
| 2010 | Trajectory Based Behavior Analysis for User Verification. Hsing-Kuo Pao, Hong-Yi Lin, Kuan-Ta Chen, Junaidillah Fadlil |
| 2010 | Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection. Carsten Elfers, Mirko Horstmann, Karsten Sohr, Otthein Herzog |