th International Conference on Natural Computation (ICNC 2015)

Transcript

1 th International Conference on Natural Computation (ICNC 2015) Zhangjiajie, China August 2015 Pages IEEE Catalog Number: ISBN: CFP15CNC-POD /2

2 Copyright 2015 by the Institute of Electrical and Electronic Engineers, Inc All Rights Reserved Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA For other copying, reprint or republication permission, write to IEEE Copyrights Manager, IEEE Service Center, 445 Hoes Lane, Piscataway, NJ All rights reserved. ***This publication is a representation of what appears in the IEEE Digital Libraries. Some format issues inherent in the e-media version may also appear in this print version. IEEE Catalog Number: CFP15CNC-POD ISBN (Print-On-Demand): ISSN: Additional Copies of This Publication Are Available From: Curran Associates, Inc 57 Morehouse Lane Red Hook, NY USA Phone: (845) Fax: (845) curran@proceedings.com Web:

3 TableofContent NaturalComputation:TheoryandAlgorithms FeedforwardNeuralNetworks A Parallel Circuit Approach for Improving the Speed and Generalization Properties of NeuralNetworks Approximationofmultivariate2piperiodicfunctionsbymultiple2piperiodicapproximate identityneuralnetworksbasedontheuniversalapproximationtheorems ErrorAwarenessbyLowerandUpperBoundsinEnsembleLearning Feature Representation Learning on MultiScale Receptive Fields for Objection Recognition OptimizingNeuralNetworkClassificationAlgorithmbyUsingtheCuckooAlgorithm OptimizingNeuralNetworksforPublicOpinionTrendsPrediction Prediction of Energy Consumption Time Series Using Neural Networks Combined with ExogenousSeries UNSUPERVISED HIERARCHICAL CONVOLUTIONAL SPARSE AUTOENCODER FOR HIGH SPATIALRESOLUTIONIMAGERYSCENECLASSIFICATION SupportVectorMachinesandStatisticalNeuralNetworkModels ANovelSVMKernelswithGMMSupervectorBasedonBhattacharyyaDistanceClustering PlusWCCN AnIntegratedModelforDetectingSpamMicroblogsCombiningLatentParagraphandUser Vector

4 FinancialCrisisPredictionBasedOnDistanceToDefaultAndFeatureWeightedSupport VectorMachine Fuzzysupportvectormachinesbasedoncollaborativerepresentation LearningPerformanceofGaussianKernelOnlineSVMCBasedonMarkovSampling LearningPerformanceofMulticlassSupportVectorMachinesBasedonMarkovSampling SupportVectorMachineInverseControlforAnEnergyStorageInverter Vehicle Models Identification Based on the Double Updating Support Vector Machine OnlineLearningAlgorithm PrincipalandIndependentComponentAnalysis MaximumNonGaussianityEstimationRevisit NonOrthogonal Tensor Diagonalization Based on Successive Rotations and LU Decomposition ReliabilityEvaluationofIntelligentManufacturingEquipment Video surveillance face recognition by more virtual training samples based on 3D modelling SelfOrganizingMaps AFrameworkforMetricLearningandEmbeddingwithTopologyLearningNeuralNetworks SelfOrganizedPatternsintheSOMNetwork

5 NeurodynamicsandNeuroBiologicalSystems BurstSynchronizationofInhibitorySpikingNeuronalNetworks ConversionandVerificationofRecursiveStructureinPICalculuswithCompositionalPetri NET Learningcolorreceptivefieldsandcolordifferentialstructure OtherTheoreticalTopicsinNeuralComputation A Back Propagation Neural Network Model Based on Kalman Filter for Water Quality Prediction ACombinedConvolutionalNeuralNetworkandPotentialRegionOfInterestModelfor SaliencyDetection AMultimodalFrameworkforIntegratingBiologicalSpectralCharacteristicsandMEG/EEG inbrainsourceimaging MechanismsofLearningandMemoryAboutMultimodelPerceptionInformation SentenceStructureAnalysisBasedonSemanticRelationsofCyrillicMongolian SmileRecognitionBasedonDeepAutoEncoders TopicalParagraphVectorLearning GeneticandEvolutionaryAlgorithms A knowledgebased Initialization Technique of Genetic Algorithm for the Travelling SalesmanProblem

6 AnEvolutionaryComputingApproachforMiningMostFrequentSubgraphbyUsingSize ValueEvaluation Animplementationofharmonysearchalgorithmtothesetcoveringproblem AnImprovedAntColonyAlgorithmwithSoldierAnt AnImprovedManyWorldsQuantumGeneticAlgorithm CapacityAnalysisMethodforMLSNBasedonImprovedDGA An Evolved Sband Helical Antenna Antenna with 1.8G Bandwith GAbasedCloseRelationshipMatchingunderSocialNetworkEnvironment MultiobjectiveServiceCompositonOptimizationUsingDifferentialEvolution OfflineDeterminationsofParametervaluesinGeneticAlgorithm TheExperimentalAnalysisoftheEfficiencyofGeneticAlgorithmBasedon3satisfiability Problem TheMultiPathRoutingProblemintheSoftwareDefinedNetwork ParticleSwarmOptimizationandAntColonyOptimization AFaulttolerantQoSRoutingMechanismBasedonPSOandSA ANovelDiscreteParticleSwarmOptimizationApproachtoLargeScaleSurveyPlanning

7 An improved particle swarm algorithm with immune mechanism for traffic matrix estimation An Improved Quantumbehaved Particle Swarm Optimization based on Lagrange Multiplier MultipathTracesinSemanticGraphsForLatentKnowledgeElicitation SmallWorldNetworkBasedDynamicTopologyforParticleSwarmOptimization TheNeuralNetworkStateObserverDesignBasedontheParticleSwarmOptimization BlackStorkForagingProcess Using a particle swarm optimization approach to examine a competitive production situationconstrainedbysustainablelevelsofpollution Weak Impact Signal Detection Method Based on Adaptive Stochastic Resonance with KnowledgebasedParticleSwarmOptimization MultiObjectiveOptimization AmulticonstrainedroutingoptimizationalgorithminIPnetworks A Multiobjective Portfolio Model Considering Corporation Society Responsibility and BackgroundRisk Aprobablisiticmultiobjectivemanagementmodelforgroundwaterremediationunder uncertainty An Oppositionbased Repair Operator for Multiobjective Evolutionary Algorithm in ConstrainedOptimizationProblems CompensationRegulationofReservoirGroupsBasedonMultiObjectiveOptimization

8 DepartureTaxiingRouteModelingandOptimization Portfolioselectionmodelsbasedonintervalnumbers ArtificialLifeandArtificialImmuneSystems ASurvivalConditionModelofEarthenSitesBasedontheDangerTheory IntelligentAgents AMultiagentPathPlanningAlgorithmBasedonHierarchicalReinforcementLearningand ArtificialPotentialField SupplyChainFormationforMultimodalTransportBasedonMultiagent QuantumComputing ANovelMethodtoReduceAncillaandGarbageBitsofReversibleQuantumMultipliers ATextClassificationAlgorithmBasedonQuantumInformation Evolutionofquantumstrategiesonlatticenetwork OpticalQuantumComputing QuantumBosonSamplingMachine MolecularandDNAComputing ACellcoreattachmentApproachforIdentifyingProteinComplexesinPPINetwork

9 MembraneComputingandCulturalAlgorithms OtherTopicsinNaturalComputationTheoryandAlgorithms 3DRealtimeFacialFeaturePointsTrackingWithImprovedParticleFilter AMutationBasedAlgorithmforDeadlineConstrainedTaskSchedulinginMicroSatellite Clusters ANewMethodBasedonClusterAnalysisforSolvingOnedimensionalParabolicEquations AnovelheuristicsoptimizationinspiredbytheLorentztransformation AnEnssembleMethodforUnbalancedSentimentClassification AnImageRetrievalSystemwithColorEmotionQuery AnImprovedArtificialBeeColonyAlgorithmfortheMinimalAttributeReduction AnImprovementofLinkPredictionbyCombiningLocalInformationandBetweenness Analysisonstabilityconditionsforgravitationalsearchalgorithm EntityLinkingandNameDisambiguationinChineseMicroblogs ExploringInfluentialNodesUsingMultiattributeInformation HumanActionRecognitionbasedonVariationEnergyImagesFeatures ImprovedTeachingLearningBasedOptimizationAlgorithmsforFunctionOptimization

10 Newtheoryandalgorithmofoptimalcontrolbasedonnaturalcomputation PerformanceOptimizationofEchoStateNetworkforTimeSeriesPredictionandSpoken DigitRecognition ResearchonCrosslanguageSentimentClassificationMethodBasedonSVM SemisupervisedLearningbyEdgeDominationinComplexNetworks NonlinearPhenomena,Chaos,ComplexNetworksandSystems ANewCascadingFailuresModelBasedontheEvolutionofNodeStatus AnalysisofLimitCyclesinAPerturbedQuadraticReversibleSystem Asymptotical Synchronization of A Class of DrivingResponse PDE Networks with Time DelayandSpatiallyVariableCoefficients BifurcationofLimitCyclesinThreePerturbedIntegrableNonHamiltonianSystems ChaoticCharacterizationofAutomobileSuspensionVibrationIsolationPerformance Controllingspiralwavesandspatiotemporalchaosbydislocationcoupling DynamicanalysisandpassivecontrolofthememristorbasedChua scircuit ExistenceofGlobalAttractorofEquationsofKirchhoffType Extraction of Physically Fatigue Feature in Exercise Using Electromyography, ElectroencephalographyandElectrocardiography

11 ImpulsiveControlofMemristiveSystemsWithTimeVaryingDelays LocalizationcalculationofthelayeredPeriodDoublingphononiccrystals Manyallopticallogicgatesforopticscomputationusingchaoticlasersynchronization NumericalStudyofLimitCyclesinAPerturbedIntegrableNonHamiltonianSystem TheReservoirParameterCalculationMethodUsingTheNuclearMagneticResonanceLog Data BioInspiredCircuitsandSystems,SiliconCochlear,RetinaandNeural Prosthetics AnApplicationoftheSubspaceApproachonRadarSpeechEnhancement NaturalComputationApplications NaturalComputationinPatternRecognitionandDiagnostics AHierarchicalModelforIdentifyingMildCognitiveImpairment ALocalHistogramBasedChanVeseModelforSegmentation AMethodofCarriedObjectDetectionBasedonKeyPostureofSilhouette AMethodofImprovingCreditEvaluationwithSupportVectorMachines ANeuralNetworkBasedMethodtoDetermineInitialObjectPositionsforSegmentation ANewMethodBasedonAdaptiveTreeletsTransformforFaultDiagnosisofRollingBearing

12 Anoveltwostepintelligentalgorithmfordamagedetectionofbeamlikestructures AWaveletBasedDenosingMethodforColorImageofMobilePhone AnEffectiveJointSpectrumAllocationandPowerControlMethod An Improved Method of Speech Recognition Based on Probabilistic Neural Network Ensembles AnIncrementalClusteringMethodofMicroBlogTopicDetection AnObjectTrackingMethodBasedonSpatiotemporalContextLearningandHog AutomaticVoiceRecognitionSystembasedonMultipleSupportVectorMachinesandMel FrequencyCepstralCoefficients ContourGraphicsIdentificationUsingNeuralNetworks CoupledHMMforvideofalldetection DrivingPostureRecognitionbyConvolutionalNeuralNetworks Eensemblesofneuralnetworkswithapplicationofmultiobjectiveselfconfiguringgenetic programminginforecastingproblems EffectofVaryingDegreeofResamplingonpredictionaccuracyforobservedpeptidecount inproteinmassspectrometrydata Estimation of TransitionTemperature for Doped Ironbased Superconductors Based on CrystalCellStructure

13 Facial Expression Recognition based on Transfer Learning from Deep Convolutional Networks FaultDiagnosisforManipulatorsBasedonNeuCube FaultDiagnosisfortheShipElectricPropulsionSystem FinancialCrisisPredictionsbasedonBiorthogonalWaveletHybridKernelSupportVector Machine FuzzyLogicalFlowRegimeIdentificationforTwoPhaseFlow IntelligentFaultDiagnosisofInductionMotorwithStatorWindingFault Leukocyte Image Segmentation Using Feed Forward Neural Networks with Random Weights LiverDisorderDetectionBasedonArtificialImmuneSystems Mechanical Life Prognosis of High Voltage Circuit Breakers Based on Support Vector Machine MovingVehicleDetectionBasedonOpticalFlowEstimationofEdge NearinfraredSpectrumDiscriminantAnalysisModelBasedonInformationExtractionby ElasticNet Optimizing FCM for segmentation of image using Gbestguided artificial bee colony algorithm ParallelClusteringofBigDataofSpatiotemporalTrajectory

14 PolynomialPredictionofNeuronsinNeuralNetworkClassifierforBreastCancerDiagnosis PredictionoftheBridgeMonitoringDataBasedonSupportVectorMachine RealtimeNetworkRiskEvaluationInspiredbytheImmune RobustChineseTrafficSignDetectionandRecognitionwithDeepConvolutionalNeural Network SemiSupervisedLearningSpectralembeddingwithActiveContoursModel SentimentLexiconConstructionusingSentiWordNet3.0 StudyonFaultDetectionandDiagnosisofBearingBasedonLocalWaveTimeFrequency FeatureAnalysis Forecasting Language Test Performance With A Back Propagation NeuralNetworkModel... Thermal error prediction of Numerical Control Machine based on Improved Particle SwarmoptimizedBackPropagationNeuralNetwork Training Spiking Neural Networks With the Improved GreyLevel Cooccurrence Matrix AlgorithmforTextureAnalysis UsingSupportVectorMachinesToRecognizeAutomaticallySpeechPatternsofNumeric Digits VesselSegmentationofRetinalImageBasedonPixelStrengthandMultiAgent NaturalComputationinRoboticsandControl

15 AGreenSmartTopologyManagementSystemBasedonNetworkSituationAwareness AHandEyeCalibrationMethodforComputerAssistedEndoscopy Novel Stability Criterion for Time-delay Systems by Employing A New Inequality ASwarmofCognitiveAgentsforControllingSmartManufacturingSystems An intelligent device for assistance in caring for the health of patients with motor disabilities AnalysisofaNewPursuitEvasionGameBasedonGameTheory ComparisonofsEMGBasedFeatureExtractionandHandMotionClassificationMethods DesignofaVisualInformationbasedBraincomputerinterfaceControlSystem GeometricProcessBasedBatteryManagementModelingandOptimizationintheElectric VehicleBatterySwitchingStation Localizing Odor Source Using Multiple Robots based on Hybrid Particle Swarm Optimization RBFNeuralNetworkBasedSlidingModeControlforAutomotiveSteerbyWireSystems NaturalComputationinSignalProcessingandMultimedia 3DShapeAnalysisforPointCloudsUsingVariationalGeometric

16 ANoreferenceImageBlurMetricBasedonTwopassEdgeAnalysis ANovelColorDamagedIndexofDigitalImages ARobustObjectTrackingMethodCombiningShapeDescriptorandAdaptiveBackground Camshift A Square Nonsymmetry and Antipacking Model Representation Algorithm of Gray ImagesUsingBinaryBitplaneDecomposition AStudyonCTAortaSegmentationUsingVesselEnhancementDiffusionFilterandRegion Growing AdultImageDetectionBasedonSkinVisualWordsandFaceInformation AnAccurateIndoorLocalizationApproachUsingCellphoneCamera BeltConveyorRollerFaultAudioDetectionBasedonWaveletNeuralNetwork EEGSignalAnalysisBasedonFixedvalueShiftCompressionAlgorithm FaceDetectionBasedonImprovedSkinModelandLocalIteratedConditionalModes Hyperspectral Image Classification via Local Receptive Fields Based Random Weights Networks ImprovingImageRecognitionbyHierarchicalModelandDenoising LicensePlateLocationbasedonMultiResolutionFractalFeatureVector

17 LocalRegionBasedActiveContoursforColonTissueSegmentation NovelSchmittTriggerUsingnChannelNeuronMOSTransistor OnlineEvolutionofImageFilterBasedonDynamicPartialReconfigurationofFPGA SpectrumPredictionbasedonImprovedBackPropagationNeuralNetworks TaskDataOptimizationAllocationwithDataMigration Thereweighedgreedyanalysispursuitalgorithmforthecosparseanalysismodel TheWaveletDomainHMMModelAnalysisofShipAttitudeBasedonDualStarSensors OtherNaturalComputationApplications ABackPropagationArtificialNeuralNetworkApplicationinLithofaciesIdentification ABatAlgorithmforPolynomialBezierSurfaceParameterizationfromCloudsofIrregularly SampledDataPoints ABiscalemethodofLinkprediction Adataminingapproachtostudytheairpollutioninducedbyurbanphenomenaandthe associationwithrespiratorydiseases AFeatureExtractionMethodBasedonDictionaryLearningforEEG AFrameworkofWinterRoadMaintenanceOptimization AMethodofDistributedMultiSatelliteMissionSchedulingBasedonImprovedContract

18 NetProtocol AMultiobjectiveGeneticAlgorithmforthePortfolioProblem AMultistrainBacterialModelforLinkPrediction A Novel BiAnt Colony Optimization Algorithm For Solving Multiobjective Service SelectionProblem AStripLevelDataLayoutStrategyforHeterogeneousParallelStorageSystems ATwoPhasedEvolutionaryApproachforIntelligentTaskAssignment&Scheduling An Approach to Reducing the Time Complexity of Analog Active Circuit Evolutionary Design AnEvolutionaryDesignModelforReducingtheRippleofAnalogFilter AnEvolutionaryGameModelofLocalizedProductCustomizationCooperationbetween DomesticandForeignEnterprisesBasedonCorePartsTrade AnImprovedIntrusionDetectionFrameworkBasedonArtificialNeuralNetworks AnalysisoftheDevelopmentStrategyofChineseFruitsandVegetablesBasedonNeural NetworkandGreyPrediction ArtificialNeuralNetworkAttemptsforLongtermEvaluationofGreatEarthquakesinNepal CollegeGraduatesEmploymentPredictionBasedonPrincipalComponentAnalysisandthe

19 CombinedAdaptiveBoostingandtheBackPropagationNeuralNetworkAlgorithm ComparisonofACOandGATechniquestoGenerateNeuralNetworkBasedBezierPARSEC ParameterizedAirfoil DemandForecastingforFootwearProductsusingWaveletTransformandArtificialBee ColonyAlgorithmOptimizedPolynomialFitting DetectingNetworkIntrusionUsingProbabilisticNeuralNetwork Graduate Enrollment Prediction by an Error Back Propagation Algorithm Based on the MultiExperientialParticleSwarmOptimization Handwritten Numeral Recognition Utilizing Reservoir Computing Subject to OptoelectronicFeedback Investment Portfolio Optimization of Power Grid Projects Based on Niche Genetic Algorithms LadderTheoryofIndividualBehavioralDecisionMaking ModelingtheKrebsCycleBasedonHybirdPetriNet Modified Partition Integration Method for Community Detection in Multidimensional SocialNetworks Multiobjective optimal design of hybrid renewable energy systems usingevolutionary algorithms On Coupling Analysis of Protein Networks of Helicobacter pylorihuman Host and PredictingTechniqueofGastropathyClinicalOutcomes

20 OptimizedIndoorPositioningBasedonWIFIinMobileClassroomProject AdaptiveGeneticAlgorithmforMultiobjectiveSustainableLandUsePlanning UnsupervisedMaritimeTrafficPatternExtractionfromSpatioTemporalData Paecilomyces tenuipes N45 submerged fermentation condition optimization using artificialneuralnetworkgeneticalgorithm PatternSynthesisoftheDistributedArrayBasedontheHybridAlgorithmofParticleSwarm OptimizationandConvexOptimization PerformanceofTaiwanHotelIndustryUsingaNewDataEnvelopmentAnalysisModel Portfolio Optimization Strategy under Fuzzy Random Environment with Investor Sentiment RoadsideVegetationClassificationUsingColorIntensityandMoments SimulationoftheconcentrationofdissolvedoxygeninriverwatersusingArtificialNeural Networks SimulationsonPassengerBehavioursatTrainStations SlopeStabilityAnalysisusingMultipleParallelProfiles SmallFilesStoringandComputingOptimizationinHadoopParallelRendering TheCrossSpaceTransmissionofCyberRisksinElectricCyberPhysicalSystems

21 TheNumericalSimulationofSubharmonicEmissionfromMicrobubbles TheStaticDistributionNetworkReconfigurationbasedontheImprovedParticleSwarm OptimizationAlgorithm UsingStackedGeneralizationandComplementaryNeuralNetworkstoPredictParkinson s disease