E-raamat: Intelligent Data Engineering and Automated Learning -- IDEAL 2012: 13th International Conference, Natal, Brazil, August 29-31, 2012, Proceedings

Artificial Bee Colony Algorithm with Improved Explorations for Numerical
Function Optimization.-Extensions of Ant-Miner Algorithm to Deal with Class
Imbalance Problem.-Multivoxel Pattern Analysis Using Information-Preserving
EMD.-Population Resizing Using Nonlinear Dynamics in an Ecology-Based
Approach.-Multi-class Contour Preserving Classification.-Automated Bone Age
Assessment Using Feature Extraction.-A Hybrid Approach Based on
DCT-Genetic-Fuzzy Inference System for Speech Recognition.-An Approach to
Reshaping Clusters for Nearest Neighbor Search.-Interestingness Measures for
Fixed Consequent Rules.-Abnormal Event Detection via Multi-Instance
Dictionary Learning .-Static Packet Routing in NoC Platform Using ACO-Based
Algorithms.-Segmentation of Mammography by Applying Extreme Learning

Machine in Tumor Detection.-An ANN Speed Observer Applied to Three-Phase
Induction Motor.-Opportunistic Sensor Interpretation in a Virtual Smart
Environment.-Comparison of PCA and ANOVA for Information Selection of CC and
MLO Views in Classification of Mammograms.-A Multiobjective Analysis of
Adaptive Clustering Algorithms for the Definition of RBF Neural Network
Centers in Regression Problems.-Mean Multiclass Type I and II Errors for
Training Multilayer

Perceptron with Particle Swarm in Image.-An Improved ABC Algorithm Approach
Using SURF for Face Identification.-A Model Based on Genetic Algorithm for
Investigation of the Behavior of Rats in the Elevated Plus-Maze.-Data
Clustering Using Hybrid Particle Swarm Optimization.-A Learning-to-Rank
Algorithm for Constructing Defect Prediction Models.-Multilayer Perceptrons
as Classifiers Guided by Mutual Information and Trained with Genetic
Algorithms.-Hybrid Evolutionary Algorithm with a Composite Fitness Function
for Protein Structure Prediction.-3D Fuzzy GIST to Analyze Emotional Features
in Movies.-Interactive Information Retrieval Algorithm forWikipedia
Articles.-Prototype Based Modelling for Ordinal Classification.-A Genetic
Graph-Based Clustering Algorithm.-Echo State Networks for Seasonal Streamflow
Series Forecasting.-Face Segmentation Using Projection Pursuit for Texture
Classification.-Visual Data Mining for Identification of Patterns and
Outliers

in Weather Stations Data.-RSGALS-SVM: Random Subspace Method Applied to a
LS-SVM

Ensemble Optimized by Genetic Algorithm.-Optimizing the Extreme Learning
Machine Using Harmony Search for Hydrologic Time Series Forecasting.-Towards
Efficient Similar Sentences Extraction.-Codebook Quantization for Image
Classification Using Incremental Neural Learning and Subgraph
Extraction.-Visualization of Predictive Distributions for Discrete
Spatial-Temporal

Log Cox Processes Approximated with MCMC.-Soft Sensor for Fluoridated Alumina
Inference in Gas Treatment Centers .-Estimation of Aluminium Fluoride
Concentration in Aluminium Reduction Cells through a Soft Sensors
Approach.-Discovering the Rules of a Elementary One-Dimensional
Automaton.-Perceptron Models for Online Structured Prediction.-A Weightless
Neural Network-Based Approach for Stream Data Clustering.-Cloud Computing
Environments for Biomedical Data Services.-Comparing Particle Swarm
Optimization Approaches for Training Multi-Layer Perceptron Neural Networks
for Forecasting.-Hybrid Architecture to Predict Trends at Stock Exchange of
Sao Paulo:

Markowitz Model and a Multilayer Perceptron.-Comparative Study of Methods for
Segmentation of Digital Images of Birds.-A Robust AdaBoost-Based Algorithm
for Low-Resolution Face

Detection.-Color Image Segmentation Using Gaussian Mixtures and Particle

Swarm Optimization.-Comparison between MLP and LVQ Neural Networks for
Virtual Upper Limb Prosthesis Control.-A ConstructiveParticle Swarm Algorithm
for Fuzzy Clustering.-Self-Organizing Polynomial Neural Networks Based on
Matrix Inversion and Differential Evolution.-A Dilation-Erosion-Linear
Perceptron for Bovespa Index Prediction.-A Comparative Analysis of FSS with
CMA-ES and S-PSO in Ill-Conditioned Problems.-A Framework for Application of
Tree-Structured Data Mining

to Process Log Analysis.-Face Detection under Illumination Variance Using
Combined AdaBoost

and Gradientfaces.-Iris Segmentation and Recognition Using 2D Log-Gabor
Filters.-A Hybrid GMM Speaker Verification System for Mobile Devices in
Variable Environments.-A Neural Network Based Approach for GPCR Protein
Prediction Using Pattern Discovery.-Real-Time Head Pose Estimation for Mobile
Devices.-Alternative Quality Measures for Time Series Shapelets.-Using SOM to
Clustering of Web Sessions Extracted by Techniques of Web Usage Mining.-A
Comparative Study of Use of Shannon, R´enyi and Tsallis Entropy for Attribute
Selecting in Network Intrusion Detection.-Supervised Growing Neural Gas.-A
General Approach for Adaptive Kernels in Semi-Supervised Clustering.-Ensemble
Methods for Prediction of Parkinson Disease.-Behavior Pattern Recognition in
Electric Power Consumption Series Using Data Mining Tools.-The Use of
Artificial Neural Network in the Design of Metamaterials.-A Simulated
Annealing Based Approach to the High School Timetabling

Problem.-Differential Evolution and Perceptron Decision Trees for
Classification Tasks.-Logistic Regression Applied to Airport Customer
Satisfaction Using Hierarchical Quality Model.-A Transitional View of Immune
Inspired Techniques for Anomaly Detection.-An Aspect-Oriented Domain-Specific
Language for Modeling Multi-Agent Systems in Social Simulations.-Parallel
k-Most Similar Neighbor Classifier for Mixed Data.-Feedback Linearization
with a Neural Network Based Compensation

lang="EN-US">Scheme.-Local Fuzzy Pattern: A New Way for Micro-pattern
Analysis.-Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for
Pattern Classification.-Overhead-Controlled Routing in WSNs with
Reinforcement Learning.-Metaheuristic GRASP with Path-Relinking to the
Solution of the Graph Partitioning Problem with Capacity and Connexity
Constraints.-A Self-organizing Genetic Algorithm for UWB Microstrip Antenna
Optimization Using a Machine Learning Technique.-Error Concealment by Means
of Motion Refinement and Regularized Bregman Divergence.-Computational
Intelligence Applied to Competitiveness Evaluation of Supply Chains: An
Adaptive Neuro-Fuzzy Model.-Experimental Comparison of DWT and DFT for
Trajectory Representation.-Classification Rule Discovery with Ant Colony
Optimization Algorithm.-Improving Differential Evolution Accuracy for
Flexible Ligand Docking Using a Multi-solution Strategy.-Fault Identification
in Doubly Fed Induction Generator Using FFT and Neural
Networks.-Classification of Pharmaceutical Solid Excipients Using
Self-Organizing Maps.-Regional Models for Nonlinear System Identification
Using the Self-Organizing Map.-Fast Opposite Maps: An Iterative SOM-Based
Method for Building Reduced-Set SVMs.-Root Attribute Behavior within a Random
Forest.-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.-Modified Reducts and Their Processing for
Nearest Neighbor Classification.-Credit Scoring for SME Using a Manifold
Supervised Learning Algorithm.-Sentiment Proxies: Computing Market
Volatility.-Performance Evaluation of Hybrid Implementation of Support Vector
Machine.-Advanced CT and MR Image Processing with FPGA.-New AdaBoost
Algorithm Based on Interval-Valued Fuzzy Sets.-Application of an Hybrid
Bio-inspired Meta-heuristic in the Optimization of Two-Dimensional Guillotine
Cutting in an Glass Industry.-Photovoltaic Power Plant Output Estimation by
Neural Networks and Fuzzy Inference.-An Intelligent System for Managing the
Isolation of Patients Suspected of Pulmonary Tuberculosis.-Application of a
Perceptron Artificial Neural Network for Building the Stability of a Mining
Process.-Merge Method for Shape-Based Clustering in Time Series Microarray
Analysis.-Prediction of Dental Milling Time-Error by Flexible Neural Trees
and Fuzzy Rules.-Cost-Sensitive Splitting and Selection Method for Medical
Decision Support System.