Abstract is missing.
- Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function OptimizationMohammad Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase. 1-8 [doi]
- Extensions of Ant-Miner Algorithm to Deal with Class Imbalance ProblemMurilo Zangari, Wesley Romão, Ademir Aparecido Constantino. 9-18 [doi]
- Multivoxel Pattern Analysis Using Information-Preserving EMDZareen Mehboob, Hujun Yin, Sophie M. Wuerger, Laura M. Parkes. 19-26 [doi]
- Population Resizing Using Nonlinear Dynamics in an Ecology-Based ApproachRafael Stubs Parpinelli, Heitor Silvério Lopes. 27-34 [doi]
- Multi-class Contour Preserving ClassificationPiyabute Fuangkhon, Thitipong Tanprasert. 35-42 [doi]
- Automated Bone Age Assessment Using Feature ExtractionLuke M. Davis, Barry-John Theobald, Anthony Bagnall. 43-51 [doi]
- A Hybrid Approach Based on DCT-Genetic-Fuzzy Inference System for Speech RecognitionWashington Silva, Ginalber Serra. 52-59 [doi]
- An Approach to Reshaping Clusters for Nearest Neighbor SearchYong Shi, Brian Graham. 60-67 [doi]
- Interestingness Measures for Fixed Consequent RulesJon Hills, Luke M. Davis, Anthony Bagnall. 68-75 [doi]
- Abnormal Event Detection via Multi-Instance Dictionary LearningJing Huo, Yang Gao 0001, Wanqi Yang, Hujun Yin. 76-83 [doi]
- Static Packet Routing in NoC Platform Using ACO-Based AlgorithmsLuneque Silva Junior, Nadia Nedjah, Luiza de Macedo Mourelle. 84-91 [doi]
- Segmentation of Mammography by Applying Extreme Learning Machine in Tumor DetectionFilipe R. Cordeiro, Sidney M. L. Lima, Abel Guilhermino Silva-Filho, Wellington Pinheiro dos Santos. 92-100 [doi]
- An ANN Speed Observer Applied to Three-Phase Induction MotorTiago Henrique dos Santos, Alessandro Goedtel, Sérgio Augusto Oliveira da Silva, Marcelo Suetake. 101-108 [doi]
- Opportunistic Sensor Interpretation in a Virtual Smart EnvironmentJosé Ma Fernández de Alba, Pablo Campillo, Rubén Fuentes-Fernández, Juan Pavón. 109-116 [doi]
- Comparison of PCA and ANOVA for Information Selection of CC and MLO Views in Classification of MammogramsRicardo de Souza Jacomini, Marcelo Zanchetta do Nascimento, Rogério Daniel Dantas, Rodrigo Pereira Ramos. 117-126 [doi]
- A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression ProblemsRosana Veroneze, André Ricardo Gonçalves, Fernando J. Von Zuben. 127-134 [doi]
- Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image SegmentationMichel M. dos Santos, Mêuser J. S. Valença, Wellington Pinheiro dos Santos. 135-142 [doi]
- An Improved ABC Algorithm Approach Using SURF for Face IdentificationChidambaram Chidambaram, Marlon Subtil Marçal, Leyza Baldo Dorini, Hugo Vieira Neto, Heitor Silvério Lopes. 143-150 [doi]
- A Model Based on Genetic Algorithm for Investigation of the Behavior of Rats in the Elevated Plus-MazeAriadne A. Costa, Antônio C. Roque-da-Silva, Silvio Morato, Renato Tinós. 151-158 [doi]
- Data Clustering Using Hybrid Particle Swarm OptimizationAhmed Ali Abdalla Esmin, Stan Matwin. 159-166 [doi]
- A Learning-to-Rank Algorithm for Constructing Defect Prediction ModelsXiaoxing Yang, Ke Tang, Xin Yao. 167-175 [doi]
- Multilayer Perceptrons as Classifiers Guided by Mutual Information and Trained with Genetic AlgorithmsAntonio Neme, Sergio Hernández, Antonio Nido, Carlos Islas. 176-183 [doi]
- Hybrid Evolutionary Algorithm with a Composite Fitness Function for Protein Structure PredictionCamelia Chira, Nima Hatami. 184-191 [doi]
- 3D Fuzzy GIST to Analyze Emotional Features in MoviesMingu Kwon, Minho Lee. 192-199 [doi]
- Interactive Information Retrieval Algorithm for Wikipedia ArticlesJulian Szymanski. 200-207 [doi]
- Prototype Based Modelling for Ordinal ClassificationShereen Fouad, Peter Tino. 208-215 [doi]
- A Genetic Graph-Based Clustering AlgorithmHéctor D. Menéndez, David Camacho. 216-225 [doi]
- Echo State Networks for Seasonal Streamflow Series ForecastingHugo Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho. 226-236 [doi]
- Face Segmentation Using Projection Pursuit for Texture ClassificationVictor R. S. Laboreiro, José Everardo Bessa Maia, Thelmo P. de Araujo. 237-244 [doi]
- Visual Data Mining for Identification of Patterns and Outliers in Weather Stations' DataJosé Roberto M. Garcia, Antônio Miguel Vieira Monteiro, Rafael D. C. Santos. 245-252 [doi]
- RSGALS-SVM: Random Subspace Method Applied to a LS-SVM Ensemble Optimized by Genetic AlgorithmCarlos Alberto de Araújo Padilha, Adrião Duarte Dória Neto, Jorge Dantas de Melo. 253-260 [doi]
- Optimizing the Extreme Learning Machine Using Harmony Search for Hydrologic Time Series ForecastingIvna Valença, Mêuser Jorge Silva Valença. 261-269 [doi]
- Towards Efficient Similar Sentences ExtractionYanhui Gu, Zhenglu Yang, Miyuki Nakano, Masaru Kitsuregawa. 270-277 [doi]
- Codebook Quantization for Image Classification Using Incremental Neural Learning and Subgraph ExtractionYe Tang, Yu-Bin Yang, Yang Gao 0001, Yao Zhang, Ying-Chun Cao. 278-285 [doi]
- Visualization of Predictive Distributions for Discrete Spatial-Temporal Log Cox Processes Approximated with MCMCDavid Rohde, Jonathan Corcoran, Gentry White, Ruth Huang. 286-293 [doi]
- Soft Sensor for Fluoridated Alumina Inference in Gas Treatment CentersAlan M. F. de Souza, Carolina de M. Affonso, Fábio Mendes Soares, Roberto Célio Limão de Oliveira. 294-302 [doi]
- Estimation of Aluminium Fluoride Concentration in Aluminium Reduction Cells through a Soft Sensors ApproachOtacilio Fontes, Fábio Mendes Soares, Roberto Célio Limão de Oliveira. 303-311 [doi]
- Discovering the Rules of a Elementary One-Dimensional AutomatonErinaldo L. Siqueira Júnior, Tiago A. E. Ferreira, Marcelo G. da Silva. 312-319 [doi]
- Perceptron Models for Online Structured PredictionMaurício Archanjo Nunes Coelho, Raul Fonseca Neto, Carlos Cristiano Hasenclever Borges. 320-327 [doi]
- A Weightless Neural Network-Based Approach for Stream Data ClusteringDouglas de O. Cardoso, Massimo De Gregorio, Priscila Machado Galvão Lima, João Gama, Felipe Maia Galvão França. 328-335 [doi]
- Cloud Computing Environments for Biomedical Data ServicesMarek Penhaker, Ondrej Krejcar, Vladimir Kasik, Václav Snásel. 336-343 [doi]
- Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for ForecastingSaulo M. Santos, Mêuser J. S. Valença, Carmelo J. A. Bastos Filho. 344-351 [doi]
- Hybrid Architecture to Predict Trends at Stock Exchange of São Paulo: Markowitz Model and a Multilayer PerceptronPaulo Henrique Kaupa, Renato José Sassi, Edinalva Batista Ramalho. 352-359 [doi]
- Comparative Study of Methods for Segmentation of Digital Images of BirdsFelipe de Sousa Nobre, Paulo César Miranda Machado, Rodrigo Pinto Lemos. 360-365 [doi]
- A Robust AdaBoost-Based Algorithm for Low-Resolution Face DetectionDiego Alonso Fernández Merjildo, Lee Luan Ling. 366-373 [doi]
- Color Image Segmentation Using Gaussian Mixtures and Particle Swarm OptimizationWesley Martins Teles, Carlos Henrique Quartucci Forster. 374-381 [doi]
- Comparison between MLP and LVQ Neural Networks for Virtual Upper Limb Prosthesis ControlDaniel Caetano, Fernando Mattioli, Kenedy Lopes Nogueira, Edgard Lamounier Jr., Alexandre Cardoso. 382-389 [doi]
- A Constructive Particle Swarm Algorithm for Fuzzy ClusteringAlexandre Szabo, Leandro Nunes de Castro, Myriam Regattieri Delgado. 390-398 [doi]
- Self-Organizing Polynomial Neural Networks Based on Matrix Inversion and Differential EvolutionLorena G. N. Tablada, Mêuser J. S. Valença. 399-406 [doi]
- A Dilation-Erosion-Linear Perceptron for Bovespa Index PredictionRicardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira. 407-415 [doi]
- A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned ProblemsAnthony J. da C. C. Lins, Fernando Buarque de Lima Neto, François Fages, Carmelo J. A. Bastos Filho. 416-422 [doi]
- A Framework for Application of Tree-Structured Data Mining to Process Log AnalysisDang Bach Bui, Fedja Hadzic, Vidyasagar Potdar. 423-434 [doi]
- Face Detection under Illumination Variance Using Combined AdaBoost and GradientfacesJoão Paulo Magalhães, Tsang Ing Ren, George D. C. Cavalcanti. 435-442 [doi]
- Iris Segmentation and Recognition Using 2D Log-Gabor FiltersCarlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti. 443-450 [doi]
- A Hybrid GMM Speaker Verification System for Mobile Devices in Variable EnvironmentsTsang Ing Ren, George D. C. Cavalcanti, Dimas Gabriel, Hector N. B. Pinheiro. 451-458 [doi]
- A Neural Network Based Approach for GPCR Protein Prediction Using Pattern DiscoveryTsang Ing Ren, George D. C. Cavalcanti, Francisco Nascimento Junior, Gabriela Espadas. 459-466 [doi]
- Real-Time Head Pose Estimation for Mobile DevicesEuclides N. Arcoverde Neto, Rafael M. Barreto, Rafael M. Duarte, João Paulo Magalhães, Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti. 467-474 [doi]
- Alternative Quality Measures for Time Series ShapeletsJason Lines, Anthony Bagnall. 475-483 [doi]
- Using SOM to Clustering of Web Sessions Extracted by Techniques of Web Usage MiningFábio A. Procópio de Paiva, José Alfredo F. Costa. 484-491 [doi]
- A Comparative Study of Use of Shannon, Rényi and Tsallis Entropy for Attribute Selecting in Network Intrusion DetectionChristiane F. L. Lima, Francisco M. de Assis, Cleonilson Protásio de Souza. 492-501 [doi]
- Supervised Growing Neural GasKlaifer Garcia, Carlos Henrique Quartucci Forster. 502-507 [doi]
- A General Approach for Adaptive Kernels in Semi-Supervised ClusteringSílvia Grasiella Moreira Almeida, Frederico Gualberto F. Coelho, Frederico Gadelha Guimarães, Antônio de Pádua Braga. 508-515 [doi]
- Ensemble Methods for Prediction of Parkinson DiseaseSami M. Halawani, Amir Ahmad. 516-521 [doi]
- Behavior Pattern Recognition in Electric Power Consumption Series Using Data Mining ToolsAlynne C. S. de Queiroz, José Alfredo F. Costa. 522-531 [doi]
- The Use of Artificial Neural Network in the Design of MetamaterialsCristhianne F. L. Vasconcelos, Saulo L. Rêgo, Rossana M. S. Cruz. 532-539 [doi]
- A Simulated Annealing Based Approach to the High School Timetabling ProblemGeorge H. G. Fonseca, Samuel S. Brito, Haroldo G. Santos. 540-549 [doi]
- Differential Evolution and Perceptron Decision Trees for Classification TasksRodolfo Ayala Lopes, A. R. R. Freitas, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães. 550-557 [doi]
- Logistic Regression Applied to Airport Customer Satisfaction Using Hierarchical Quality ModelTeófilo C. Mattozo, Gutembergue Soares da Silva, André P. Fernandes Neto, José Alfredo F. Costa. 558-567 [doi]
- A Transitional View of Immune Inspired Techniques for Anomaly DetectionGuilherme Costa Silva, Reinaldo M. Palhares, Walmir M. Caminhas. 568-577 [doi]
- An Aspect-Oriented Domain-Specific Language for Modeling Multi-Agent Systems in Social SimulationsDiego de S. Braga, Felipe Omena M. Alves, Fernando Buarque de L. Neto, Luis Carlos de S. Menezes. 578-585 [doi]
- Parallel k-Most Similar Neighbor Classifier for Mixed DataGuillermo Sánchez-Díaz, Anilu Franco-Arcega, Carlos Aguirre-Salado, H. Ivan Piza-Dávila, Luis Roberto Morales-Manilla, Uriel Escobar-Franco. 586-593 [doi]
- Feedback Linearization with a Neural Network Based Compensation SchemeJosiane M. M. Fernandes, Marcelo C. Tanaka, Raimundo C. S. Freire Júnior, Wallace M. Bessa. 594-601 [doi]
- Local Fuzzy Pattern: A New Way for Micro-pattern AnalysisRaissa Tavares Vieira, Carlos Eduardo de Oliveira Chierici, Carolina Toledo Ferraz, Adilson Gonzaga. 602-611 [doi]
- Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for Pattern ClassificationMaurílio J. Inácio, Renato D. Maia, Walmir M. Caminhas. 612-621 [doi]
- Overhead-Controlled Routing in WSNs with Reinforcement LearningLeonardo R. S. Campos, Rodrigo D. Oliveira, Jorge Dantas de Melo, Adrião Duarte Dória Neto. 622-629 [doi]
- Metaheuristic GRASP with Path-Relinking to the Solution of the Graph Partitioning Problem with Capacity and Connexity ConstraintsNádia Mendes Santos, Gustavo Silva Semaan, Luiz Satoru Ochi. 630-641 [doi]
- A Self-organizing Genetic Algorithm for UWB Microstrip Antenna Optimization Using a Machine Learning TechniqueSinara R. Martins, Hertz W. C. Lins, Cláudio R. M. Silva. 642-649 [doi]
- Error Concealment by Means of Motion Refinement and Regularized Bregman DivergenceAlessandra Martins Coelho, Vania Vieira Estrela, Felipe Pereira do Carmo, Sandro R. Fernandes. 650-657 [doi]
- Computational Intelligence Applied to Competitiveness Evaluation of Supply Chains: An Adaptive Neuro-Fuzzy ModelSuelene de Jesus do Carmo Corrêa, Antonio Morais da Silveira. 658-669 [doi]
- Experimental Comparison of DWT and DFT for Trajectory RepresentationRonald Annoni Jr., Carlos Henrique Quartucci Forster. 670-677 [doi]
- Classification Rule Discovery with Ant Colony Optimization AlgorithmSamaira Hodnefjell, Ilaim Costa Junior. 678-687 [doi]
- Improving Differential Evolution Accuracy for Flexible Ligand Docking Using a Multi-solution StrategyCamila S. de Magalhães, Carlos Henrique dos S. Barbosa, Diogo M. Almeida, Laurent Emmanuel Dardenne. 688-698 [doi]
- Fault Identification in Doubly Fed Induction Generator Using FFT and Neural NetworksMarcelo Patrício de Santana, José Roberto Boffino de Almeida Monteiro, Geyverson Teixeira de Paula, Thales Eugenio Portes de Almeida, Gustavo Bueno Romero, Júlio César Faracco. 699-706 [doi]
- Classification of Pharmaceutical Solid Excipients Using Self-Organizing MapsGiovani Ângelo S. da Nóbrega, Marco V. M. Navarro, Túlio A. de Lima e Moura, Daiane Soares, José Alfredo F. Costa, Edilene P. Lavor, Regivan H. N. Santiago. 707-716 [doi]
- Regional Models for Nonlinear System Identification Using the Self-Organizing MapAmauri H. de Souza Junior, Guilherme De A. Barreto. 717-724 [doi]
- Fast Opposite Maps: An Iterative SOM-Based Method for Building Reduced-Set SVMsAjalmar R. da Rocha Neto, Guilherme De A. Barreto. 725-732 [doi]
- Root Attribute Behavior within a Random ForestThais Mayumi Oshiro, José Augusto Baranauskas. 733-742 [doi]
- Fault Detection in Continuous Industrial Chemical Processes: A New Approach Using the Hidden Markov Modeling. Case Study: A Boiler from a Brazilian Cellulose Pulp MillGustavo Matheus de Almeida, Song Won Park. 743-752 [doi]
- Modified Reducts and Their Processing for Nearest Neighbor ClassificationNaohiro Ishii, Ippei Torii, Yongguang Bao, Hidekazu Tanaka. 753-762 [doi]
- Credit Scoring for SME Using a Manifold Supervised Learning AlgorithmArmando Vieira, Bernardete Ribeiro, Ning Chen. 763-770 [doi]
- Sentiment Proxies: Computing Market VolatilityStephen Kelly, Khurshid Ahmad. 771-778 [doi]
- Performance Evaluation of Hybrid Implementation of Support Vector MachineKonrad Gajewski, Michal Wozniak. 779-786 [doi]
- Advanced CT and MR Image Processing with FPGAVladimir Kasik, Martin Cerný, Marek Penhaker, Václav Snásel, Vilém Novák, Radka Pustkova. 787-793 [doi]
- New AdaBoost Algorithm Based on Interval-Valued Fuzzy SetsRobert Burduk. 794-801 [doi]
- Application of an Hybrid Bio-inspired Meta-heuristic in the Optimization of Two-Dimensional Guillotine Cutting in an Glass IndustryFlávio Moreira da Costa, Renato José Sassi. 802-809 [doi]
- Photovoltaic Power Plant Output Estimation by Neural Networks and Fuzzy InferenceLukás Prokop, Stanislav Misák, Tomás Novosad, Pavel Krömer, Jan Platos, Václav Snásel. 810-817 [doi]
- An Intelligent System for Managing the Isolation of Patients Suspected of Pulmonary TuberculosisJoão Baptista de Oliveira e Souza Filho, Ana Paula Pereira Vieira, José Manoel de Seixas, Fábio Silva Aguiar, Fernanda Carvalho de Queiroz Mello, Afrânio Lineu Kritski. 818-825 [doi]
- Application of a Perceptron Artificial Neural Network for Building the Stability of a Mining ProcessAnna Burduk, Pawel Stefaniak. 826-833 [doi]
- Merge Method for Shape-Based Clustering in Time Series Microarray AnalysisIrene Barbero, Camelia Chira, Javier Sedano, Carlos Prieto, José Ramón Villar, Emilio Corchado. 834-841 [doi]
- Prediction of Dental Milling Time-Error by Flexible Neural Trees and Fuzzy RulesPavel Krömer, Tomás Novosad, Václav Snásel, Vicente Vera, Beatriz Hernando, Laura García-Hernandez, Héctor Quintián-Pardo, Emilio Corchado, Raquel Redondo, Javier Sedano, Alvaro Enrique Garcia. 842-849 [doi]
- Cost-Sensitive Splitting and Selection Method for Medical Decision Support SystemKonrad Jackowski, Bartosz Krawczyk, Michal Wozniak. 850-857 [doi]