LEADER 08140nam 22008535 450 001 9910485044703321 005 20230406042442.0 010 $a3-642-04921-4 024 7 $a10.1007/978-3-642-04921-7 035 $a(CKB)1000000000784691 035 $a(SSID)ssj0000315690 035 $a(PQKBManifestationID)11227382 035 $a(PQKBTitleCode)TC0000315690 035 $a(PQKBWorkID)10256215 035 $a(PQKB)10277386 035 $a(DE-He213)978-3-642-04921-7 035 $a(MiAaPQ)EBC3064642 035 $a(PPN)139959122 035 $a(EXLCZ)991000000000784691 100 $a20100301d2009 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aAdaptive and Natural Computing Algorithms$b[electronic resource] $e9th International Conference, ICANNGA 2009, Kuopio, Finland, April 23-25, 2009, Revised Selected Papers /$fedited by Ville Kolehmainen, Pekka Toivanen, Bartlomiej Beliczynski 205 $a1st ed. 2009. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2009. 215 $a1 online resource (XVI, 630 p.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v5495 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-04920-6 320 $aIncludes bibliographical references and index. 327 $aNeural Networks -- Automatic Discriminative Lossy Binary Conversion of Redundant Real Training Data Inputs for Simplifying an Input Data Space and Data Representation -- On Tractability of Neural-Network Approximation -- Handling Incomplete Data Using Evolution of Imputation Methods -- Ideas about a Regularized MLP Classifier by Means of Weight Decay Stepping -- Connection Strategies in Associative Memory Models with Spiking and Non-spiking Neurons -- Some Enhancements to Orthonormal Approximation of 2D Functions -- Shortest Common Superstring Problem with Discrete Neural Networks -- A Methodology for Developing Nonlinear Models by Feedforward Neural Networks -- A Predictive Control Economic Optimiser and Constraint Governor Based on Neural Models -- Computationally Efficient Nonlinear Predictive Control Based on RBF Neural Multi-models -- Parallel Implementations of Recurrent Neural Network Learning -- Growing Competitive Network for Tracking Objects in Video Sequences -- Emission Analysis of a Fluidized Bed Boiler by Using Self-Organizing Maps -- Network Security Using Growing Hierarchical Self-Organizing Maps -- On Document Classification with Self-Organising Maps -- Evolutionary Computation -- A Heuristic Procedure with Guided Reproduction for Constructing Cocyclic Hadamard Matrices -- Tuning of Large-Scale Linguistic Equation (LE) Models with Genetic Algorithms -- Elitistic Evolution: An Efficient Heuristic for Global Optimization -- Solving the Multiple Sequence Alignment Problem Using Prototype Optimization with Evolved Improvement Steps -- Grid-Oriented Scatter Search Algorithm -- Agent-Based Gene Expression Programming for Solving the RCPSP/max Problem -- Feature Selection from Barkhausen Noise Data Using Genetic Algorithms with Cross-Validation -- Time-Dependent Performance Comparison of Evolutionary Algorithms -- Multiobjective Genetic Programming for Nonlinear System Identification -- NEAT in HyperNEAT Substituted with Genetic Programming -- Simulation Studies on a Genetic Algorithm Based Tomographic Reconstruction Using Time-of-Flight Data from Ultrasound Transmission Tomography -- Estimation of Sensor Network Topology Using Ant Colony Optimization -- Learning -- Scalability of Learning Impact on Complex Parameters in Recurrent Neural Networks -- A Hierarchical Classifier with Growing Neural Gas Clustering -- A Generative Model for Self/Non-self Discrimination in Strings -- On the Efficiency of Swap-Based Clustering -- Sum-of-Squares Based Cluster Validity Index and Significance Analysis -- Supporting Scalable Bayesian Networks Using Configurable Discretizer Actuators -- String Distances and Uniformities -- Emergent Future Situation Awareness: A Temporal Probabilistic Reasoning in the Absence of Domain Experts -- Efficient Hold-Out for Subset of Regressors -- Improving Optimistic Exploration in Model-Free Reinforcement Learning -- Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning -- A Cat-Like Robot Real-Time Learning to Run -- Controlling the Experimental Three-Tank System via Support Vector Machines -- Feature-Based Clustering for Electricity Use Time Series Data -- The Effect of Different Forms of Synaptic Plasticity on Pattern Recognition in the Cerebellar Cortex -- Soft Computing -- Fuzzy Inference Systems for Efficient Non-invasive On-Line Two-Phase Flow Regime Identification -- Machine Tuning of Stable Analytical Fuzzy Predictive Controllers -- Crisp Classifiers vs. Fuzzy Classifiers: A Statistical Study -- Efficient Model Predictive Control Algorithm with Fuzzy Approximations of Nonlinear Models -- Dynamic Classifier Systems and Their Applications to Random Forest Ensembles -- A Fuzzy Shape Descriptor and Inference by Fuzzy Relaxation with Application to Description of Bones Contours at Hand Radiographs -- Hough and Fuzzy Hough Transform in Music Tunes Recognition Systems -- Bioinformatics -- Multiple Order Gradient Feature for Macro-Invertebrate Identification Using Support Vector Machines -- Bayesian Dimension Reduction Models for Microarray Data -- Gene Selection for Cancer Classification through Ensemble of Methods -- Applications -- Rules versus Hierarchy: An Application of Fuzzy Set Theory to the Assessment of Spatial Grouping Techniques -- A Novel Signal-Based Approach to Anomaly Detection in IDS Systems -- Extracting Discriminative Features Using Non-negative Matrix Factorization in Financial Distress Data -- Evolutionary Regression Modeling with Active Learning: An Application to Rainfall Runoff Modeling -- Gene Trajectory Clustering for Learning the Stock Market Sectors -- Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms -- Approximation Scheduling Algorithms for Solving Multi-objects Movement Synchronization Problem -- Automatic Segmentation of Bone Tissue in X-Ray Hand Images -- Automatic Morphing of Face Images -- A Comparison Study of Strategies for Combining Classifiers from Distributed Data Sources -- Visualizing Time Series State Changes with Prototype Based Clustering. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v5495 606 $aUser interfaces (Computer systems) 606 $aHuman-computer interaction 606 $aLife sciences 606 $aArtificial intelligence 606 $aComputer science 606 $aAlgorithms 606 $aSoftware engineering 606 $aUser Interfaces and Human Computer Interaction 606 $aLife Sciences 606 $aArtificial Intelligence 606 $aTheory of Computation 606 $aAlgorithms 606 $aSoftware Engineering 615 0$aUser interfaces (Computer systems). 615 0$aHuman-computer interaction. 615 0$aLife sciences. 615 0$aArtificial intelligence. 615 0$aComputer science. 615 0$aAlgorithms. 615 0$aSoftware engineering. 615 14$aUser Interfaces and Human Computer Interaction. 615 24$aLife Sciences. 615 24$aArtificial Intelligence. 615 24$aTheory of Computation. 615 24$aAlgorithms. 615 24$aSoftware Engineering. 676 $a004n/a 686 $aDAT 708f$2stub 686 $aDAT 717f$2stub 686 $aDAT 718f$2stub 686 $aSS 4800$2rvk 702 $aKolehmainen$b Ville$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aToivanen$b Pekka$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBeliczynski$b Bartlomiej$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aICANNGA 2009 906 $aBOOK 912 $a9910485044703321 996 $aAdaptive and Natural Computing Algorithms$9772387 997 $aUNINA