| 2012 | 3D Fuzzy GIST to Analyze Emotional Features in Movies. Mingu Kwon, Minho Lee |
| 2012 | A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned Problems. Anthony José da Cunha Carneiro Lins, Fernando Buarque de Lima Neto, François Fages, Carmelo J. A. Bastos Filho |
| 2012 | A Comparative Study of Use of Shannon, Rényi and Tsallis Entropy for Attribute Selecting in Network Intrusion Detection. Christiane F. L. Lima, Francisco M. de Assis, Cleonilson Protásio de Souza |
| 2012 | A Constructive Particle Swarm Algorithm for Fuzzy Clustering. Alexandre Szabo, Leandro Nunes de Castro, Myriam Regattieri Delgado |
| 2012 | A Dilation-Erosion-Linear Perceptron for Bovespa Index Prediction. Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira |
| 2012 | A Framework for Application of Tree-Structured Data Mining to Process Log Analysis. Dang Bach Bui, Fedja Hadzic, Vidyasagar M. Potdar |
| 2012 | A General Approach for Adaptive Kernels in Semi-Supervised Clustering. Sílvia Grasiella Moreira Almeida, Frederico Gualberto F. Coelho, Frederico Gadelha Guimarães, Antônio de Pádua Braga |
| 2012 | A Genetic Graph-Based Clustering Algorithm. Héctor D. Menéndez, David Camacho |
| 2012 | A Hybrid Approach Based on DCT-Genetic-Fuzzy Inference System for Speech Recognition. Washington Silva, Ginalber L. O. Serra |
| 2012 | A Hybrid GMM Speaker Verification System for Mobile Devices in Variable Environments. Tsang Ing Ren, George D. C. Cavalcanti, Dimas Gabriel, Hector N. B. Pinheiro |
| 2012 | A Learning-to-Rank Algorithm for Constructing Defect Prediction Models. Xiaoxing Yang, Ke Tang, Xin Yao |
| 2012 | A Model Based on Genetic Algorithm for Investigation of the Behavior of Rats in the Elevated Plus-Maze. Ariadne A. Costa, Antônio Carlos Roque-da-Silva, Silvio Morato, Renato Tinós |
| 2012 | A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems. Rosana Veroneze, André R. Gonçalves, Fernando J. Von Zuben |
| 2012 | A Neural Network Based Approach for GPCR Protein Prediction Using Pattern Discovery. Tsang Ing Ren, George D. C. Cavalcanti, Francisco Nascimento Junior, Gabriela Espadas |
| 2012 | A Robust AdaBoost-Based Algorithm for Low-Resolution Face Detection. Diego Alonso Fernández Merjildo, Lee Luan Ling |
| 2012 | A Self-organizing Genetic Algorithm for UWB Microstrip Antenna Optimization Using a Machine Learning Technique. Sinara R. Martins, Hertz W. C. Lins, Cláudio R. M. Silva |
| 2012 | A Simulated Annealing Based Approach to the High School Timetabling Problem. George H. G. Fonseca, Samuel S. Brito, Haroldo G. Santos |
| 2012 | A Transitional View of Immune Inspired Techniques for Anomaly Detection. Guilherme Costa Silva, Reinaldo M. Palhares, Walmir M. Caminhas |
| 2012 | A Weightless Neural Network-Based Approach for Stream Data Clustering. Douglas de O. Cardoso, Massimo De Gregorio, Priscila Machado Vieira Lima, João Gama, Felipe Maia Galvão França |
| 2012 | Abnormal Event Detection via Multi-Instance Dictionary Learning. Jing Huo, Yang Gao, Wanqi Yang, Hujun Yin |
| 2012 | Advanced CT and MR Image Processing with FPGA. Vladimir Kasik, Martin Cerný, Marek Penhaker, Václav Snásel, Vilém Novák, Radka Pustkova |
| 2012 | Alternative Quality Measures for Time Series Shapelets. Jason Lines, Anthony J. Bagnall |
| 2012 | An ANN Speed Observer Applied to Three-Phase Induction Motor. Tiago Henrique dos Santos, Alessandro Goedtel, Sérgio Augusto Oliveira da Silva, Marcelo Suetake |
| 2012 | An Approach to Reshaping Clusters for Nearest Neighbor Search. Yong Shi, Brian Graham |
| 2012 | An Aspect-Oriented Domain-Specific Language for Modeling Multi-Agent Systems in Social Simulations. Diego de Siqueira Braga, Felipe Omena M. Alves, Fernando Buarque de Lima Neto, Luis Carlos de S. Menezes |
| 2012 | An Improved ABC Algorithm Approach Using SURF for Face Identification. Chidambaram Chidambaram, Marlon Subtil Marçal, Leyza Baldo Dorini, Hugo Vieira Neto, Heitor Silvério Lopes |
| 2012 | An Intelligent System for Managing the Isolation of Patients Suspected of Pulmonary Tuberculosis. João 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 |
| 2012 | Application of a Perceptron Artificial Neural Network for Building the Stability of a Mining Process. Anna Burduk, Pawel Stefaniak |
| 2012 | Application of an Hybrid Bio-inspired Meta-heuristic in the Optimization of Two-Dimensional Guillotine Cutting in an Glass Industry. Flávio Moreira da Costa, Renato José Sassi |
| 2012 | Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization. Mohammad Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase |
| 2012 | Automated Bone Age Assessment Using Feature Extraction. Luke M. Davis, Barry-John Theobald, Anthony J. Bagnall |
| 2012 | Behavior Pattern Recognition in Electric Power Consumption Series Using Data Mining Tools. Alynne C. S. de Queiroz, José Alfredo F. Costa |
| 2012 | Classification Rule Discovery with Ant Colony Optimization Algorithm. Samaira Hodnefjell, Ilaim Costa Junior |
| 2012 | Classification of Pharmaceutical Solid Excipients Using Self-Organizing Maps. Giovani 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 |
| 2012 | Cloud Computing Environments for Biomedical Data Services. Marek Penhaker, Ondrej Krejcar, Vladimir Kasik, Václav Snásel |
| 2012 | Codebook Quantization for Image Classification Using Incremental Neural Learning and Subgraph Extraction. Ye Tang, Yu-Bin Yang, Yang Gao, Yao Zhang, Ying-Chun Cao |
| 2012 | Color Image Segmentation Using Gaussian Mixtures and Particle Swarm Optimization. Wesley Martins Teles, Carlos Henrique Quartucci Forster |
| 2012 | Comparative Study of Methods for Segmentation of Digital Images of Birds. Felipe de Sousa Nobre, Paulo César Miranda Machado, Rodrigo Pinto Lemos |
| 2012 | Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for Forecasting. Saulo M. Santos, Mêuser J. S. Valença, Carmelo J. A. Bastos Filho |
| 2012 | Comparison between MLP and LVQ Neural Networks for Virtual Upper Limb Prosthesis Control. Daniel Caetano, Fernando Mattioli, Kenedy Lopes Nogueira, Edgard Lamounier Jr., Alexandre Cardoso |
| 2012 | Comparison of PCA and ANOVA for Information Selection of CC and MLO Views in Classification of Mammograms. Ricardo de Souza Jacomini, Marcelo Zanchetta do Nascimento, Rogério Daniel Dantas, Rodrigo Pereira Ramos |
| 2012 | Computational Intelligence Applied to Competitiveness Evaluation of Supply Chains: An Adaptive Neuro-Fuzzy Model. Suelene de Jesus do Carmo Corrêa, Antonio Morais da Silveira |
| 2012 | Cost-Sensitive Splitting and Selection Method for Medical Decision Support System. Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak |
| 2012 | Credit Scoring for SME Using a Manifold Supervised Learning Algorithm. Armando Vieira, Bernardete Ribeiro, Ning Chen |
| 2012 | Data Clustering Using Hybrid Particle Swarm Optimization. Ahmed Ali Abdalla Esmin, Stan Matwin |
| 2012 | Differential Evolution and Perceptron Decision Trees for Classification Tasks. Rodolfo Ayala Lopes, A. R. R. Freitas, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães |
| 2012 | Discovering the Rules of a Elementary One-Dimensional Automaton. Erinaldo L. Siqueira Júnior, Tiago A. E. Ferreira, Marcelo G. da Silva |
| 2012 | Echo State Networks for Seasonal Streamflow Series Forecasting. Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho |
| 2012 | Ensemble Methods for Prediction of Parkinson Disease. Sami M. Halawani, Amir Ahmad |
| 2012 | Error Concealment by Means of Motion Refinement and Regularized Bregman Divergence. Alessandra Martins Coelho, Vania Vieira Estrela, Felipe P. do Carmo, Sandro R. Fernandes |
| 2012 | Estimation of Aluminium Fluoride Concentration in Aluminium Reduction Cells through a Soft Sensors Approach. Otacilio Fontes, Fábio Mendes Soares, Roberto Célio Limão de Oliveira |
| 2012 | Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for Pattern Classification. Maurílio J. Inácio, Renato Dourado Maia, Walmir M. Caminhas |
| 2012 | Experimental Comparison of DWT and DFT for Trajectory Representation. Ronald Annoni Jr., Carlos Henrique Quartucci Forster |
| 2012 | Extensions of Ant-Miner Algorithm to Deal with Class Imbalance Problem. Murilo Zangari, Wesley Romão, Ademir Aparecido Constantino |
| 2012 | Face Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces. João Paulo Magalhães, Tsang Ing Ren, George D. C. Cavalcanti |
| 2012 | Face Segmentation Using Projection Pursuit for Texture Classification. Victor R. S. Laboreiro, José Everardo Bessa Maia, Thelmo P. de Araújo |
| 2012 | Fast Opposite Maps: An Iterative SOM-Based Method for Building Reduced-Set SVMs. Ajalmar R. da Rocha Neto, Guilherme De A. Barreto |
| 2012 | Fault Detection in Continuous Industrial Chemical Processes: A New Approach Using the Hidden Markov Modeling. Case Study: A Boiler from a Brazilian Cellulose Pulp Mill. Gustavo Matheus de Almeida, Song Won Park |
| 2012 | Fault Identification in Doubly Fed Induction Generator Using FFT and Neural Networks. Marcelo Patrício de Santana, José Roberto Boffino de Almeida Monteiro, Geyverson Teixeira de Paula, Thales Eugenio Portes de Almeida, Gustavo Bueno Romero, Júlio César Faracco |
| 2012 | Feedback Linearization with a Neural Network Based Compensation Scheme. Josiane M. M. Fernandes, Marcelo C. Tanaka, Raimundo C. S. Freire Júnior, Wallace Moreira Bessa |
| 2012 | Hybrid Architecture to Predict Trends at Stock Exchange of São Paulo: Markowitz Model and a Multilayer Perceptron. Paulo Henrique Kaupa, Renato José Sassi, Edinalva Batista Ramalho |
| 2012 | Hybrid Evolutionary Algorithm with a Composite Fitness Function for Protein Structure Prediction. Camelia Chira, Nima Hatami |
| 2012 | Improving Differential Evolution Accuracy for Flexible Ligand Docking Using a Multi-solution Strategy. Camila Silva de Magalhães, Carlos Henrique dos S. Barbosa, Diogo Marinho Almeida, Laurent Emmanuel Dardenne |
| 2012 | Intelligent Data Engineering and Automated Learning - IDEAL 2012 - 13th International Conference, Natal, Brazil, August 29-31, 2012. Proceedings Hujun Yin, José Alfredo Ferreira Costa, Guilherme De A. Barreto |
| 2012 | Interactive Information Retrieval Algorithm for Wikipedia Articles. Julian Szymanski |
| 2012 | Interestingness Measures for Fixed Consequent Rules. Jon Hills, Luke M. Davis, Anthony J. Bagnall |
| 2012 | Iris Segmentation and Recognition Using 2D Log-Gabor Filters. Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti |
| 2012 | Local Fuzzy Pattern: A New Way for Micro-pattern Analysis. Raissa Tavares Vieira, Carlos Eduardo de Oliveira Chierici, Carolina Toledo Ferraz, Adilson Gonzaga |
| 2012 | Logistic Regression Applied to Airport Customer Satisfaction Using Hierarchical Quality Model. Teófilo C. Mattozo, Gutembergue Soares da Silva, André P. Fernandes Neto, José Alfredo F. Costa |
| 2012 | Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image Segmentation. Michel M. dos Santos, Mêuser J. S. Valença, Wellington Pinheiro dos Santos |
| 2012 | Merge Method for Shape-Based Clustering in Time Series Microarray Analysis. Irene Barbero, Camelia Chira, Javier Sedano, Carlos Prieto, José Ramón Villar, Emilio Corchado |
| 2012 | Metaheuristic GRASP with Path-Relinking to the Solution of the Graph Partitioning Problem with Capacity and Connexity Constraints. Nádia Mendes Santos, Gustavo Silva Semaan, Luiz Satoru Ochi |
| 2012 | Modified Reducts and Their Processing for Nearest Neighbor Classification. Naohiro Ishii, Ippei Torii, Yongguang Bao, Hidekazu Tanaka |
| 2012 | Multi-class Contour Preserving Classification. Piyabute Fuangkhon, Thitipong Tanprasert |
| 2012 | Multilayer Perceptrons as Classifiers Guided by Mutual Information and Trained with Genetic Algorithms. Antonio Neme, Sergio Hernández, Antonio Nido, Carlos Islas |
| 2012 | Multivoxel Pattern Analysis Using Information-Preserving EMD. Zareen Mehboob, Hujun Yin, Sophie M. Wuerger, Laura M. Parkes |
| 2012 | New AdaBoost Algorithm Based on Interval-Valued Fuzzy Sets. Robert Burduk |
| 2012 | Opportunistic Sensor Interpretation in a Virtual Smart Environment. José Ma Fernández de Alba, Pablo Campillo, Rubén Fuentes-Fernández, Juan Pavón |
| 2012 | Optimizing the Extreme Learning Machine Using Harmony Search for Hydrologic Time Series Forecasting. Ivna Valença, Mêuser Jorge Silva Valença |
| 2012 | Overhead-Controlled Routing in WSNs with Reinforcement Learning. Leonardo R. S. Campos, Rodrigo D. Oliveira, Jorge Dantas de Melo, Adrião Duarte Dória Neto |
| 2012 | Parallel k-Most Similar Neighbor Classifier for Mixed Data. Guillermo Sánchez-Díaz, Anilu Franco-Arcega, Carlos Arturo Aguirre-Salado, Iván Piza-Dávila, Luis Roberto Morales-Manilla, Uriel Escobar-Franco |
| 2012 | Perceptron Models for Online Structured Prediction. Maurício Archanjo Nunes Coelho, Raul Fonseca Neto, Carlos Cristiano Hasenclever Borges |
| 2012 | Performance Evaluation of Hybrid Implementation of Support Vector Machine. Konrad Gajewski, Michal Wozniak |
| 2012 | Photovoltaic Power Plant Output Estimation by Neural Networks and Fuzzy Inference. Lukás Prokop, Stanislav Misák, Tomás Novosád, Pavel Krömer, Jan Platos, Václav Snásel |
| 2012 | Population Resizing Using Nonlinear Dynamics in an Ecology-Based Approach. Rafael Stubs Parpinelli, Heitor Silvério Lopes |
| 2012 | Prediction of Dental Milling Time-Error by Flexible Neural Trees and Fuzzy Rules. Pavel Krömer, Tomás Novosád, Václav Snásel, Vicente Vera, Beatriz Hernando, Laura García-Hernandez, Héctor Quintián-Pardo, Emilio Corchado, Raquel Redondo, Javier Sedano, Alvaro Enrique Garcia |
| 2012 | Prototype Based Modelling for Ordinal Classification. Shereen Fouad, Peter Tiño |
| 2012 | RSGALS-SVM: Random Subspace Method Applied to a LS-SVM Ensemble Optimized by Genetic Algorithm. Carlos Alberto de Araújo Padilha, Adrião Duarte Dória Neto, Jorge Dantas de Melo |
| 2012 | Real-Time Head Pose Estimation for Mobile Devices. Euclides N. Arcoverde Neto, Rafael M. Barreto, Rafael M. Duarte, João Paulo Magalhães, Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti |
| 2012 | Regional Models for Nonlinear System Identification Using the Self-Organizing Map. Amauri Holanda de Souza Júnior, Guilherme De A. Barreto |
| 2012 | Root Attribute Behavior within a Random Forest. Thais Mayumi Oshiro, José Augusto Baranauskas |
| 2012 | Segmentation of Mammography by Applying Extreme Learning Machine in Tumor Detection. Filipe R. Cordeiro, Sidney M. L. Lima, Abel Guilhermino Silva-Filho, Wellington Pinheiro dos Santos |
| 2012 | Self-Organizing Polynomial Neural Networks Based on Matrix Inversion and Differential Evolution. Lorena G. N. Tablada, Mêuser J. S. Valença |
| 2012 | Sentiment Proxies: Computing Market Volatility. Stephen Kelly, Khurshid Ahmad |
| 2012 | Soft Sensor for Fluoridated Alumina Inference in Gas Treatment Centers. Alan Marcel Fernandes de Souza, Carolina de M. Affonso, Fábio Mendes Soares, Roberto Célio Limão de Oliveira |
| 2012 | Static Packet Routing in NoC Platform Using ACO-Based Algorithms. Luneque Silva Junior, Nadia Nedjah, Luiza de Macedo Mourelle |
| 2012 | Supervised Growing Neural Gas. Klaifer Garcia, Carlos Henrique Quartucci Forster |
| 2012 | The Use of Artificial Neural Network in the Design of Metamaterials. Cristhianne F. L. Vasconcelos, Saulo L. Rêgo, Rossana M. S. Cruz |
| 2012 | Towards Efficient Similar Sentences Extraction. Yanhui Gu, Zhenglu Yang, Miyuki Nakano, Masaru Kitsuregawa |
| 2012 | Using SOM to Clustering of Web Sessions Extracted by Techniques of Web Usage Mining. Fábio A. Procópio de Paiva, José Alfredo F. Costa |
| 2012 | Visual Data Mining for Identification of Patterns and Outliers in Weather Stations' Data. José Roberto Motta Garcia, Antônio Miguel Vieira Monteiro, Rafael D. C. Santos |
| 2012 | Visualization of Predictive Distributions for Discrete Spatial-Temporal Log Cox Processes Approximated with MCMC. David Rohde, Jonathan Corcoran, Gentry White, Ruth Huang |