| Description |
1 online resource (xi, 862 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7435 |
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LNCS sublibrary. SL 3, Information systems and application, incl. internet/web and HCI |
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Lecture notes in computer science ; 7435. 1611-3349
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization / Mohammad Shafiul Alam, Md. Monirul Islam and Kazuyuki Murase -- Extensions of Ant-Miner Algorithm to Deal with Class Imbalance Problem / Murilo Zangari, Wesley Romão and Ademir Aparecido Constantino -- Multivoxel Pattern Analysis Using Information-Preserving EMD / Zareen Mehboob, Hujun Yin, Sophie M. Wuerger and Laura M. Parkes -- Population Resizing Using Nonlinear Dynamics in an Ecology-Based Approach / Rafael Stubs Parpinelli and Heitor Silvério Lopes -- Multi-class Contour Preserving Classification / Piyabute Fuangkhon and Thitipong Tanprasert -- Automated Bone Age Assessment Using Feature Extraction / Luke M. Davis, Barry-John Theobald and Anthony Bagnall -- A Hybrid Approach Based on DCT-Genetic-Fuzzy Inference System for Speech Recognition / Washington Silva and Ginalber Serra -- An Approach to Reshaping Clusters for Nearest Neighbor Search / Yong Shi and Brian Graham -- Interestingness Measures for Fixed Consequent Rules / Jon Hills, Luke M. Davis and Anthony Bagnall -- Abnormal Event Detection via Multi-Instance Dictionary Learning / Jing Huo, Yang Gao, Wanqi Yang and Hujun Yin -- Static Packet Routing in NoC Platform Using ACO-Based Algorithms / Luneque Silva Junior, Nadia Nedjah and Luiza de Macedo Mourelle -- Segmentation of Mammography by Applying Extreme Learning Machine in Tumor Detection / Cordeiro F.R., Lima S.M.L., Silva-Filho A.G. and Santos W.P. -- An ANN Speed Observer Applied to Three-Phase Induction Motor / Tiago Henrique dos Santos, Alessandro Goedtel, Sérgio Augusto Oliveira da Silva and Marcelo Suetake -- Opportunistic Sensor Interpretation in a Virtual Smart Environment / José M. Fernández-de-Alba, Pablo Campillo, Rubén Fuentes-Fernández and Juan Pavón -- 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 and Rodrigo Pereira Ramos |
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A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems / Rosana Veroneze, André R. Gonçalves and Fernando J. Von Zuben -- 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 and Wellington P. dos Santos -- An Improved ABC Algorithm Approach Using SURF for Face Identification / Chidambaram Chidambaram, Marlon Subtil Marçal, Leyza Baldo Dorini, Hugo Vieira Neto and Heitor Silvério Lopes -- A Model Based on Genetic Algorithm for Investigation of the Behavior of Rats in the Elevated Plus-Maze / Ariadne A. Costa, Antonio C. Roque, Silvio Morato and Renato Tinós -- Data Clustering Using Hybrid Particle Swarm Optimization / Ahmed A.A. Esmin and Stan Matwin -- A Learning-to-Rank Algorithm for Constructing Defect Prediction Models / Xiaoxing Yang, Ke Tang and Xin Yao -- Multilayer Perceptrons as Classifiers Guided by Mutual Information and Trained with Genetic Algorithms / Antonio Neme, Sergio Hernández, Antonio Nido and Carlos Islas -- Hybrid Evolutionary Algorithm with a Composite Fitness Function for Protein Structure Prediction / Camelia Chira and Nima Hatami -- 3D Fuzzy GIST to Analyze Emotional Features in Movies / Mingu Kwon and Minho Lee -- Interactive Information Retrieval Algorithm for Wikipedia Articles / Julian Szymański -- Prototype Based Modelling for Ordinal Classification / Shereen Fouad and Peter Tino -- A Genetic Graph-Based Clustering Algorithm / Héctor Menéndez and David Camacho -- Echo State Networks for Seasonal Streamflow Series Forecasting / Hugo Siqueira, Levy Boccato, Romis Attux and Christiano Lyra Filho -- Face Segmentation Using Projection Pursuit for Texture Classification / Victor R.S. Laboreiro, J.E.B. Maia and Thelmo P. de Araujo |
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Visual Data Mining for Identification of Patterns and Outliers in Weather Stations' Data / José Roberto M. Garcia, Antônio Miguel V. Monteiro and Rafael D.C. Santos -- RSGALS-SVM: Random Subspace Method Applied to a LS-SVM Ensemble Optimized by Genetic Algorithm / Carlos Padilha, Adrião D. Dória Neto and Jorge D. Melo -- Optimizing the Extreme Learning Machine Using Harmony Search for Hydrologic Time Series Forecasting / Ivna Valença and Mêuser Valença -- Towards Efficient Similar Sentences Extraction / Yanhui Gu, Zhenglu Yang, Miyuki Nakano and Masaru Kitsuregawa -- Codebook Quantization for Image Classification Using Incremental Neural Learning and Subgraph Extraction / Ye Tang, Yu-Bin Yang, Yang Gao, Yao Zhang and Ying-Chun Cao -- Visualization of Predictive Distributions for Discrete Spatial-Temporal Log Cox Processes Approximated with MCMC / David Rohde, Jonathan Corcoran, Gentry White and Ruth Huang -- Soft Sensor for Fluoridated Alumina Inference in Gas Treatment Centers / Alan M.F. de Souza, Carolina de M. Affonso, Fábio M. Soares and Roberto C.L. de Oliveira -- Estimation of Aluminium Fluoride Concentration in Aluminium Reduction Cells through a Soft Sensors Approach / Otacilio Fontes, Fábio M. Soares and Roberto Limão -- Discovering the Rules of a Elementary One-Dimensional Automaton / Erinaldo L. Siqueira Júnior, Tiago A.E. Ferreira and Marcelo G. da Silva -- Perceptron Models for Online Structured Prediction / Maurício Archanjo Nunes Coelho, Raul Fonseca Neto and Carlos Cristiano Hasenclever Borges -- A Weightless Neural Network-Based Approach for Stream Data Clustering / Douglas Cardoso, Massimo De Gregorio, Priscila Lima, João Gama and Felipe França -- Cloud Computing Environments for Biomedical Data Services / Marek Penhaker, Ondrej Krejcar, Vladimir Kasik and Václav Snášel |
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Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for Forecasting / Saulo M. Santos, Mêuser J.S. Valença and Carmelo J.A. Bastos-Filho -- Hybrid Architecture to Predict Trends at Stock Exchange of São Paulo: Markowitz Model and a Multilayer Perceptron / Paulo Henrique Kaupa, Renato José Sassi and Edinalva Batista Ramalho -- Comparative Study of Methods for Segmentation of Digital Images of Birds / Felipe de Sousa Nobre, Paulo César Miranda Machado and Rodrigo Pinto Lemos -- A Robust AdaBoost-Based Algorithm for Low-Resolution Face Detection / Diego Alonso Fernández Merjildo and Lee Luan Ling -- Color Image Segmentation Using Gaussian Mixtures and Particle Swarm Optimization / Wesley Martins Teles and Carlos Henrique Quartucci Forster -- Comparison between MLP and LVQ Neural Networks for Virtual Upper Limb Prosthesis Control / Daniel Caetano, Fernando Mattioli, Kenedy Nogueira, Edgard Lamounier and Alexandre Cardoso -- A Constructive Particle Swarm Algorithm for Fuzzy Clustering / Alexandre Szabo, Leandro Nunes de Castro and Myriam Regattieri Delgado -- Self-Organizing Polynomial Neural Networks Based on Matrix Inversion and Differential Evolution / Lorena G.N. Tablada and Mêuser J.S. Valença -- A Dilation-Erosion-Linear Perceptron for Bovespa Index Prediction / Ricardo de A. Araújo, Adriano L.I. Oliveira and Silvio R.L. Meira -- A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned Problems / Anthony J. da C.C. Lins, Fernando B. Lima-Neto, François Fages and Carmelo J.A. Bastos-Filho -- A Framework for Application of Tree-Structured Data Mining to Process Log Analysis / Dang Bach Bui, Fedja Hadzic and Vidyasagar Potdar -- Face Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces / Joao Paulo Magalhaes, Tsang Ing Ren and George D.C. Cavalcanti |
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Iris Segmentation and Recognition Using 2D Log-Gabor Filters / Carlos A.C.M. Bastos, Tsang Ing Ren and George D.C. Cavalcanti -- A Hybrid GMM Speaker Verification System for Mobile Devices in Variable Environments / Tsang Ing Ren, George D.C. Cavalcanti, Dimas Gabriel and Hector N.B. Pinheiro -- A Neural Network Based Approach for GPCR Protein Prediction Using Pattern Discovery / Tsang Ing Ren, George D.C. Calvalcanti, Francisco Nascimento Junior and Gabriela Espadas -- Real-Time Head Pose Estimation for Mobile Devices / Euclides N. Arcoverde Neto, Rafael M. Barreto, Rafael M. Duarte, Joao Paulo Magalhaes and Carlos A.C.M. Bastos, et al. -- Alternative Quality Measures for Time Series Shapelets / Jason Lines and Anthony Bagnall -- Using SOM to Clustering of Web Sessions Extracted by Techniques of Web Usage Mining / Fábio A. Procópio de Paiva and José Alfredo F. Costa -- 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 and Cleonilson Protásio de Souza -- Supervised Growing Neural Gas / Klaifer Garcia and Carlos Henrique Quartucci Forster -- A General Approach for Adaptive Kernels in Semi-Supervised Clustering / Sílvia Grasiella Moreira Almeida, Frederico Gualberto F. Coelho, Frederico Gadelha Guimarães and Antonio Pádua Braga -- Ensemble Methods for Prediction of Parkinson Disease / Sami M. Halawani and Amir Ahmad -- Behavior Pattern Recognition in Electric Power Consumption Series Using Data Mining Tools / Alynne C.S. de Queiroz and José Alfredo F. Costa -- The Use of Artificial Neural Network in the Design of Metamaterials / Cristhianne F.L. Vasconcelos, Saulo L. Rêgo and Rossana M.S. Cruz -- A Simulated Annealing Based Approach to the High School Timetabling Problem / George H.G. Fonseca, Samuel S. Brito and Haroldo G. Santos |
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Differential Evolution and Perceptron Decision Trees for Classification Tasks / R.A. Lopes, A.R.R. Freitas, R.C. Pedrosa Silva and Frederico Gadelha Guimarães -- Logistic Regression Applied to Airport Customer Satisfaction Using Hierarchical Quality Model / Teófilo C. Mattozo, Gutembergue Soares da Silva, André P. Fernandes Neto and José Alfredo F. Costa -- A Transitional View of Immune Inspired Techniques for Anomaly Detection / Guilherme Costa Silva, Reinaldo M. Palhares and Walmir M. Caminhas -- An Aspect-Oriented Domain-Specific Language for Modeling Multi-Agent Systems in Social Simulations / Diego de S. Braga, Felipe Omena M. Alves, Fernando Buarque de L. Neto and Luis Carlos de S. Menezes -- Parallel k-Most Similar Neighbor Classifier for Mixed Data / Guillermo Sanchez-Diaz, Anilu Franco-Arcega, Carlos Aguirre-Salado, Ivan Piza-Davila and Luis R. Morales-Manilla, et al. -- Feedback Linearization with a Neural Network Based Compensation Scheme / Josiane M.M. Fernandes, Marcelo C. Tanaka, Raimundo C.S. Freire Júnior and Wallace M. Bessa -- Local Fuzzy Pattern: A New Way for Micro-pattern Analysis / Raissa Tavares Vieira, Carlos Eduardo de Oliveira Chierici, Carolina Toledo Ferraz and Adilson Gonzaga -- Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for Pattern Classification / Maurílio J. Inácio, Renato D. Maia and Walmir M. Caminhas -- Overhead-Controlled Routing in WSNs with Reinforcement Learning / Leonardo R.S. Campos, Rodrigo D. Oliveira, Jorge D. Melo and Adrião D. Dória Neto -- Metaheuristic GRASP with Path-Relinking to the Solution of the Graph Partitioning Problem with Capacity and Connexity Constraints / Nádia Mendes Santos, Gustavo Silva Semaan and Luiz Satoru Ochi -- A Self-organizing Genetic Algorithm for UWB Microstrip Antenna Optimization Using a Machine Learning Technique / Sinara R. Martins, Hertz W.C. Lins and Cláudio R.M. Silva |
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Error Concealment by Means of Motion Refinement and Regularized Bregman Divergence / Alessandra Martins Coelho, Vania V. Estrela, Felipe P. do Carmo and Sandro R. Fernandes -- Computational Intelligence Applied to Competitiveness Evaluation of Supply Chains: An Adaptive Neuro-Fuzzy Model / Suelene de Jesus do Carmo Corrêa and Antônio Morais da Silveira -- Experimental Comparison of DWT and DFT for Trajectory Representation / Ronald Annoni Jr. and Carlos Henrique Quartucci Forster -- Classification Rule Discovery with Ant Colony Optimization Algorithm / Samaira Hodnefjell and Ilaim Costa Junior -- Improving Differential Evolution Accuracy for Flexible Ligand Docking Using a Multi-solution Strategy / Camila S. de Magalhães, Carlos Henrique dos S. Barbosa, Diogo M. Almeida and Laurent E. Dardenne -- 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 and Gustavo Bueno Romero, et al. -- 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 and José Alfredo F. Costa, et al. -- Regional Models for Nonlinear System Identification Using the Self-Organizing Map / Amauri H. de Souza Junior and Guilherme A. Barreto -- Fast Opposite Maps: An Iterative SOM-Based Method for Building Reduced-Set SVMs / Ajalmar R. da Rocha Neto and Guilherme A. Barreto -- Root Attribute Behavior within a Random Forest / Thais Mayumi Oshiro and José Augusto Baranauskas -- 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 and Song Won Park |
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Modified Reducts and Their Processing for Nearest Neighbor Classification / Naohiro Ishii, Ippei Torii, Yongguang Bao and Hidekazu Tanaka -- Credit Scoring for SME Using a Manifold Supervised Learning Algorithm / Armando Vieira, Bernardete Ribeiro and Ning Chen -- Sentiment Proxies: Computing Market Volatility / Stephen Kelly and Khurshid Ahmad -- Performance Evaluation of Hybrid Implementation of Support Vector Machine / Konrad Gajewski and Michal Wozniak -- Advanced CT and MR Image Processing with FPGA / Vladimir Kasik, Martin Cerny, Marek Penhaker, Václav Snášel and Vilem Novak, et al. -- New AdaBoost Algorithm Based on Interval-Valued Fuzzy Sets / Robert Burduk -- Application of an Hybrid Bio-inspired Meta-heuristic in the Optimization of Two-Dimensional Guillotine Cutting in an Glass Industry / Flávio Moreira da Costa and Renato José Sassi -- Photovoltaic Power Plant Output Estimation by Neural Networks and Fuzzy Inference / Lukáš Prokop, Stanislav Mišák, Tomáš Novosád, Pavel Krömer and Jan Platoš, et al. -- 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 and Fernanda Carvalho de Queiroz Mello, et al. -- Application of a Perceptron Artificial Neural Network for Building the Stability of a Mining Process / Anna Burduk and Paweł Stefaniak -- Merge Method for Shape-Based Clustering in Time Series Microarray Analysis / Irene Barbero, Camelia Chira, Javier Sedano, Carlos Prieto and José R. Villar, et al. -- Prediction of Dental Milling Time-Error by Flexible Neural Trees and Fuzzy Rules / Pavel Krömer, Tomáš Novosád, Václav Snášel, Vicente Vera and Beatriz Hernando, et al. -- Cost-Sensitive Splitting and Selection Method for Medical Decision Support System / Konrad Jackowski, Bartosz Krawczyk and Michał Woźniak |
| Summary |
This book constitutes the refereed proceedings of the 13th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2012, held in Natal, Brazil, in August 2012. The 100 revised full papers presented were carefully reviewed and selected from more than 200 submissions for inclusion in the book and present the latest theoretical advances and real-world applications in computational intelligence |
| Analysis |
Computer science |
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Computer software |
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Data mining |
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Information storage and retrieval systems |
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Artificial intelligence |
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Optical pattern recognition |
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Pattern Recognition |
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Algorithm Analysis and Problem Complexity |
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Information Storage and Retrieval |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed August 23, 2012) |
| Subject |
Machine learning -- Congresses
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Computer algorithms -- Congresses
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Data mining -- Congresses
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Database management -- Congresses
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Computer algorithms
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Data mining
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Database management
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Machine learning
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Yin, Hujun, 1962-
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Costa, José A. F
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Barreto, Guilherme
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| ISBN |
9783642326394 |
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3642326390 |
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3642326382 |
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9783642326387 |
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