Intelligent Data Engineering and Automated Learning -- IDEAL 2012 - Taschenbuch

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ISBN/EAN: 9783642326387

ISBN - alternative Schreibweisen:
3-642-32638-2, 978-3-642-32638-7
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: yin, barret, barre, barrè, barré, josé costa, barreto
Titel des Buches: brazil, idea, natal, application, ideal, learning from data

Daten vom Verlag:

Autor/in: Hujun Yin; Jose A.F. Costa; Guilherme Barreto
Titel: Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI; Intelligent Data Engineering and Automated Learning -- IDEAL 2012 - 13th International Conference, Natal, Brazil, August 29-31, 2012, Proceedings
Verlag: Springer; Springer Berlin
862 Seiten
Erscheinungsjahr: 2012-07-20
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
POD
XXI, 862 p. 280 illus.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Data Mining; Verstehen; algorithms; data mining; machine learning; pattern recognition; swarm optimization; algorithm analysis and problem complexity; Data Mining and Knowledge Discovery; Automated Pattern Recognition; Artificial Intelligence; Algorithms; Information Storage and Retrieval; Theory of Computation; Wissensbasierte Systeme, Expertensysteme; Mustererkennung; Künstliche Intelligenz; Algorithmen und Datenstrukturen; Informationsrückgewinnung, Information Retrieval; Data Warehousing; Theoretische Informatik; EA

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 S˜ao 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.