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13th IDEAL 2012: Natal, Brazil
- Hujun Yin, José Alfredo Ferreira Costa, Guilherme De A. Barreto:
Intelligent Data Engineering and Automated Learning - IDEAL 2012 - 13th International Conference, Natal, Brazil, August 29-31, 2012. Proceedings. Lecture Notes in Computer Science 7435, Springer 2012, ISBN 978-3-642-32638-7
Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization
- Mohammad Shafiul Alam
, Md. Monirul Islam, Kazuyuki Murase
Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization. 1-8 - Murilo Zangari, Wesley Romão, Ademir Aparecido Constantino:
Extensions of Ant-Miner Algorithm to Deal with Class Imbalance Problem. 9-18 - Zareen Mehboob, Hujun Yin
Multivoxel Pattern Analysis Using Information-Preserving EMD. 19-26 - Rafael Stubs Parpinelli
Population Resizing Using Nonlinear Dynamics in an Ecology-Based Approach. 27-34 - Piyabute Fuangkhon
Multi-class Contour Preserving Classification. 35-42 - Luke M. Davis, Barry-John Theobald, Anthony J. Bagnall:
Automated Bone Age Assessment Using Feature Extraction. 43-51 - Washington Silva, Ginalber L. O. Serra:
A Hybrid Approach Based on DCT-Genetic-Fuzzy Inference System for Speech Recognition. 52-59 - Yong Shi, Brian Graham:
An Approach to Reshaping Clusters for Nearest Neighbor Search. 60-67 - Jon Hills, Luke M. Davis, Anthony J. Bagnall:
Interestingness Measures for Fixed Consequent Rules. 68-75 - Jing Huo, Yang Gao, Wanqi Yang, Hujun Yin:
Abnormal Event Detection via Multi-Instance Dictionary Learning. 76-83 - Luneque Silva Junior
Static Packet Routing in NoC Platform Using ACO-Based Algorithms. 84-91 - Filipe R. Cordeiro
Segmentation of Mammography by Applying Extreme Learning Machine in Tumor Detection. 92-100 - Tiago Henrique dos Santos, Alessandro Goedtel
An ANN Speed Observer Applied to Three-Phase Induction Motor. 101-108 - José Ma Fernández de Alba, Pablo Campillo, Rubén Fuentes-Fernández
Opportunistic Sensor Interpretation in a Virtual Smart Environment. 109-116 - Ricardo de Souza Jacomini, Marcelo Zanchetta do Nascimento
Comparison of PCA and ANOVA for Information Selection of CC and MLO Views in Classification of Mammograms. 117-126 - Rosana Veroneze, André R. Gonçalves
A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems. 127-134 - Michel M. dos Santos, Mêuser J. S. Valença, Wellington Pinheiro dos Santos
Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image Segmentation. 135-142 - Chidambaram Chidambaram, Marlon Subtil Marçal, Leyza Baldo Dorini, Hugo Vieira Neto, Heitor Silvério Lopes
An Improved ABC Algorithm Approach Using SURF for Face Identification. 143-150 - Ariadne A. Costa
A Model Based on Genetic Algorithm for Investigation of the Behavior of Rats in the Elevated Plus-Maze. 151-158 - Ahmed Ali Abdalla Esmin, Stan Matwin
Data Clustering Using Hybrid Particle Swarm Optimization. 159-166 - Xiaoxing Yang, Ke Tang, Xin Yao
A Learning-to-Rank Algorithm for Constructing Defect Prediction Models. 167-175 - Antonio Neme, Sergio Hernández, Antonio Nido, Carlos Islas:
Multilayer Perceptrons as Classifiers Guided by Mutual Information and Trained with Genetic Algorithms. 176-183 - Camelia Chira
Hybrid Evolutionary Algorithm with a Composite Fitness Function for Protein Structure Prediction. 184-191 - Mingu Kwon, Minho Lee:
3D Fuzzy GIST to Analyze Emotional Features in Movies. 192-199 - Julian Szymanski
Interactive Information Retrieval Algorithm for Wikipedia Articles. 200-207 - Shereen Fouad
Prototype Based Modelling for Ordinal Classification. 208-215 - Héctor D. Menéndez, David Camacho
A Genetic Graph-Based Clustering Algorithm. 216-225 - Hugo Valadares Siqueira
Echo State Networks for Seasonal Streamflow Series Forecasting. 226-236 - Victor R. S. Laboreiro, José Everardo Bessa Maia, Thelmo P. de Araújo:
Face Segmentation Using Projection Pursuit for Texture Classification. 237-244 - José Roberto Motta Garcia, Antônio Miguel Vieira Monteiro
Visual Data Mining for Identification of Patterns and Outliers in Weather Stations' Data. 245-252 - Carlos Alberto de Araújo Padilha, Adrião Duarte Dória Neto, Jorge Dantas de Melo:
RSGALS-SVM: Random Subspace Method Applied to a LS-SVM Ensemble Optimized by Genetic Algorithm. 253-260 - Ivna Valença, Mêuser Jorge Silva Valença:
Optimizing the Extreme Learning Machine Using Harmony Search for Hydrologic Time Series Forecasting. 261-269 - Yanhui Gu, Zhenglu Yang
Towards Efficient Similar Sentences Extraction. 270-277 - Ye Tang, Yu-Bin Yang, Yang Gao, Yao Zhang, Ying-Chun Cao:
Codebook Quantization for Image Classification Using Incremental Neural Learning and Subgraph Extraction. 278-285 - David Rohde, Jonathan Corcoran
Visualization of Predictive Distributions for Discrete Spatial-Temporal Log Cox Processes Approximated with MCMC. 286-293 - Alan Marcel Fernandes de Souza, Carolina de M. Affonso, Fábio Mendes Soares, Roberto Célio Limão de Oliveira
Soft Sensor for Fluoridated Alumina Inference in Gas Treatment Centers. 294-302 - Otacilio Fontes, Fábio Mendes Soares, Roberto Célio Limão de Oliveira
Estimation of Aluminium Fluoride Concentration in Aluminium Reduction Cells through a Soft Sensors Approach. 303-311 - Erinaldo L. Siqueira Júnior, Tiago A. E. Ferreira
Discovering the Rules of a Elementary One-Dimensional Automaton. 312-319 - Maurício Archanjo Nunes Coelho, Raul Fonseca Neto, Carlos Cristiano Hasenclever Borges:
Perceptron Models for Online Structured Prediction. 320-327 - Douglas de O. Cardoso
A Weightless Neural Network-Based Approach for Stream Data Clustering. 328-335 - Marek Penhaker
Cloud Computing Environments for Biomedical Data Services. 336-343 - Saulo M. Santos, Mêuser J. S. Valença, Carmelo J. A. Bastos Filho
Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for Forecasting. 344-351 - Paulo Henrique Kaupa, Renato José Sassi
Hybrid Architecture to Predict Trends at Stock Exchange of São Paulo: Markowitz Model and a Multilayer Perceptron. 352-359 - Felipe de Sousa Nobre, Paulo César Miranda Machado, Rodrigo Pinto Lemos
Comparative Study of Methods for Segmentation of Digital Images of Birds. 360-365 - Diego Alonso Fernández Merjildo, Lee Luan Ling:
A Robust AdaBoost-Based Algorithm for Low-Resolution Face Detection. 366-373 - Wesley Martins Teles, Carlos Henrique Quartucci Forster
Color Image Segmentation Using Gaussian Mixtures and Particle Swarm Optimization. 374-381 - Daniel Caetano, Fernando Mattioli, Kenedy Lopes Nogueira, Edgard Lamounier Jr.
Comparison between MLP and LVQ Neural Networks for Virtual Upper Limb Prosthesis Control. 382-389 - Alexandre Szabo, Leandro Nunes de Castro
A Constructive Particle Swarm Algorithm for Fuzzy Clustering. 390-398 - Lorena G. N. Tablada, Mêuser J. S. Valença:
Self-Organizing Polynomial Neural Networks Based on Matrix Inversion and Differential Evolution. 399-406 - Ricardo de A. Araújo, Adriano L. I. Oliveira
A Dilation-Erosion-Linear Perceptron for Bovespa Index Prediction. 407-415 - Anthony José da Cunha Carneiro Lins, Fernando Buarque de Lima Neto
A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned Problems. 416-422 - Dang Bach Bui, Fedja Hadzic, Vidyasagar M. Potdar
A Framework for Application of Tree-Structured Data Mining to Process Log Analysis. 423-434 - João Paulo Magalhães, Tsang Ing Ren
Face Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces. 435-442 - Carlos A. C. M. Bastos, Tsang Ing Ren
Iris Segmentation and Recognition Using 2D Log-Gabor Filters. 443-450 - Tsang Ing Ren
A Hybrid GMM Speaker Verification System for Mobile Devices in Variable Environments. 451-458 - Tsang Ing Ren
A Neural Network Based Approach for GPCR Protein Prediction Using Pattern Discovery. 459-466 - Euclides N. Arcoverde Neto, Rafael M. Barreto, Rafael M. Duarte, João Paulo Magalhães, Carlos A. C. M. Bastos, Tsang Ing Ren
Real-Time Head Pose Estimation for Mobile Devices. 467-474 - Jason Lines
Alternative Quality Measures for Time Series Shapelets. 475-483 - Fábio A. Procópio de Paiva, José Alfredo F. Costa
Using SOM to Clustering of Web Sessions Extracted by Techniques of Web Usage Mining. 484-491 - Christiane F. L. Lima
A Comparative Study of Use of Shannon, Rényi and Tsallis Entropy for Attribute Selecting in Network Intrusion Detection. 492-501 - Klaifer Garcia, Carlos Henrique Quartucci Forster
Supervised Growing Neural Gas. 502-507 - Sílvia Grasiella Moreira Almeida, Frederico Gualberto F. Coelho, Frederico Gadelha Guimarães
A General Approach for Adaptive Kernels in Semi-Supervised Clustering. 508-515 - Sami M. Halawani, Amir Ahmad:
Ensemble Methods for Prediction of Parkinson Disease. 516-521 - Alynne C. S. de Queiroz, José Alfredo F. Costa
Behavior Pattern Recognition in Electric Power Consumption Series Using Data Mining Tools. 522-531 - Cristhianne F. L. Vasconcelos, Saulo L. Rêgo, Rossana M. S. Cruz
The Use of Artificial Neural Network in the Design of Metamaterials. 532-539 - George H. G. Fonseca
A Simulated Annealing Based Approach to the High School Timetabling Problem. 540-549 - Rodolfo Ayala Lopes, A. R. R. Freitas, Rodrigo César Pedrosa Silva
Differential Evolution and Perceptron Decision Trees for Classification Tasks. 550-557 - Teófilo C. Mattozo, Gutembergue Soares da Silva, André P. Fernandes Neto, José Alfredo F. Costa
Logistic Regression Applied to Airport Customer Satisfaction Using Hierarchical Quality Model. 558-567 - Guilherme Costa Silva
A Transitional View of Immune Inspired Techniques for Anomaly Detection. 568-577 - Diego de Siqueira Braga
An Aspect-Oriented Domain-Specific Language for Modeling Multi-Agent Systems in Social Simulations. 578-585 - Guillermo Sánchez-Díaz
Parallel k-Most Similar Neighbor Classifier for Mixed Data. 586-593 - Josiane M. M. Fernandes, Marcelo C. Tanaka, Raimundo C. S. Freire Júnior
Feedback Linearization with a Neural Network Based Compensation Scheme. 594-601 - Raissa Tavares Vieira
Local Fuzzy Pattern: A New Way for Micro-pattern Analysis. 602-611 - Maurílio J. Inácio, Renato Dourado Maia, Walmir M. Caminhas
Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for Pattern Classification. 612-621 - Leonardo R. S. Campos
Overhead-Controlled Routing in WSNs with Reinforcement Learning. 622-629 - Nádia Mendes Santos, Gustavo Silva Semaan
Metaheuristic GRASP with Path-Relinking to the Solution of the Graph Partitioning Problem with Capacity and Connexity Constraints. 630-641 - Sinara R. Martins, Hertz W. C. Lins, Cláudio R. M. Silva:
A Self-organizing Genetic Algorithm for UWB Microstrip Antenna Optimization Using a Machine Learning Technique. 642-649 - Alessandra Martins Coelho
Error Concealment by Means of Motion Refinement and Regularized Bregman Divergence. 650-657 - Suelene de Jesus do Carmo Corrêa, Antonio Morais da Silveira:
Computational Intelligence Applied to Competitiveness Evaluation of Supply Chains: An Adaptive Neuro-Fuzzy Model. 658-669 - Ronald Annoni Jr., Carlos Henrique Quartucci Forster
Experimental Comparison of DWT and DFT for Trajectory Representation. 670-677 - Samaira Hodnefjell, Ilaim Costa Junior:
Classification Rule Discovery with Ant Colony Optimization Algorithm. 678-687 - Camila Silva de Magalhães, Carlos Henrique dos S. Barbosa
Improving Differential Evolution Accuracy for Flexible Ligand Docking Using a Multi-solution Strategy. 688-698 - Marcelo Patrício de Santana, José Roberto Boffino de Almeida Monteiro
Fault Identification in Doubly Fed Induction Generator Using FFT and Neural Networks. 699-706 - Giovani Ângelo S. da Nóbrega, Marco V. M. Navarro, Túlio A. de Lima e Moura, Daiane Soares, José Alfredo F. Costa
Classification of Pharmaceutical Solid Excipients Using Self-Organizing Maps. 707-716 - Amauri Holanda de Souza Júnior, Guilherme De A. Barreto
Regional Models for Nonlinear System Identification Using the Self-Organizing Map. 717-724 - Ajalmar R. da Rocha Neto, Guilherme De A. Barreto
Fast Opposite Maps: An Iterative SOM-Based Method for Building Reduced-Set SVMs. 725-732 - Thais Mayumi Oshiro, José Augusto Baranauskas
Root Attribute Behavior within a Random Forest. 733-742 - Gustavo Matheus de Almeida, Song Won Park:
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. 743-752 - Naohiro Ishii, Ippei Torii, Yongguang Bao, Hidekazu Tanaka:
Modified Reducts and Their Processing for Nearest Neighbor Classification. 753-762 - Armando Vieira
Credit Scoring for SME Using a Manifold Supervised Learning Algorithm. 763-770 - Stephen Kelly, Khurshid Ahmad
Sentiment Proxies: Computing Market Volatility. 771-778
Special Session on Bio-inspired Models for Industrial and Medical Applications
- Konrad Gajewski, Michal Wozniak
Performance Evaluation of Hybrid Implementation of Support Vector Machine. 779-786 - Vladimir Kasik, Martin Cerný
Advanced CT and MR Image Processing with FPGA. 787-793 - Robert Burduk:
New AdaBoost Algorithm Based on Interval-Valued Fuzzy Sets. 794-801 - Flávio Moreira da Costa, Renato José Sassi
Application of an Hybrid Bio-inspired Meta-heuristic in the Optimization of Two-Dimensional Guillotine Cutting in an Glass Industry. 802-809 - Lukás Prokop
Photovoltaic Power Plant Output Estimation by Neural Networks and Fuzzy Inference. 810-817 - João Baptista de Oliveira e Souza Filho
An Intelligent System for Managing the Isolation of Patients Suspected of Pulmonary Tuberculosis. 818-825 - Anna Burduk, Pawel Stefaniak:
Application of a Perceptron Artificial Neural Network for Building the Stability of a Mining Process. 826-833 - Irene Barbero, Camelia Chira
Merge Method for Shape-Based Clustering in Time Series Microarray Analysis. 834-841 - Pavel Krömer
Prediction of Dental Milling Time-Error by Flexible Neural Trees and Fuzzy Rules. 842-849 - Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak
Cost-Sensitive Splitting and Selection Method for Medical Decision Support System. 850-857
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