Call for Papers – WCCI2022 |
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IEEE WCCI 2022 will be held in Padua, Italy, one of the most charming and dynamic towns in Italy. It is located in the Veneto region, in Northern Italy. The historical center boasts a wealth of medieval, renaissance and modern architecture. Here a fascinating mix of historic and new, of centuries-old traditions and metropolitan rhythms creates a unique atmosphere. The medieval palaces, churches and cobbled streets emanate a sense of history. Padua features rich historical and cultural attractions, such as “Prato della Valle”, the largest square in Europe; the famous Scrovegni Chapel painted by Giotto; the Botanical Garden that is a UNESCO Word Heritage; the University of Padua, that is the second oldest university in Italy (1222) celebrating, in 2022, 800 years of history. IEEE Computational Intelligence Society has maintained its position as a leader of journals in computational intelligence. CIS journals sustained their status as premier scholarly publications, earning high rankings in the Journal Citation Report by Thomson Reuters. IEEE Transactions on Neural Networks and Learning Systems (IF: 10.451)IEEE Transactions on Fuzzy Systems (IF: 12.029)IEEE Transactions on Evolutionary Computation (IF: 11.554)IEEE Computational Intelligence Magazine (IF: 11.356)Important DatesSpecial Session and Workshop proposals: November 15, 2021Competition and Tutorial proposals: December 13, 2021Title and Abstract submission: January 31, 2022 (11:59 PM AoE). New submissions cannot be created past this deadline.Complete Paper (pdf) submission: February 14, 2022 (11:59 PM AoE) STRICT DEADLINENotification of acceptance: April 26, 2022Final paper submission: May 23, 2022Submission informationPlease refer to the Submission page. List of topicsIJCNN NEURAL NETWORK MODELSFeedforward neural networksRecurrent neural networksSelf-organizing mapsRadial basis function networksAttractor neural networks and associative memoryModular networksFuzzy neural networksSpiking neural networksReservoir networks (echo-state networks, liquid-state machines, etc.)Large-scale neural networksLearning vector quantizationDeep neural networksRandomized neural networksOther topics in artificial neural networksMACHINE LEARNINGSupervised learningUnsupervised learning and clustering, (including PCA, and ICA)Reinforcement learning and adaptive dynamic programmingSemi-supervised learningOnline learningProbabilistic and information-theoretic methodsSupport vector machines and kernel methodsEM algorithmsMixture models, ensemble learning, and other meta-learning or committee algorithmsBayesian, belief, causal, and semantic networksStatistical and pattern recognition algorithmsSparse coding and modelsVisualization of dataFeature selection, extraction, and aggregationEvolutionary learningHybrid learning methodsComputational power of neural networksDeep learningOther topics in machine learningNEURODYNAMICSDynamical models of spiking neuronsSynchronization and temporal correlation in neural networksDynamics of neural systemsChaotic neural networksDynamics of analog networksItinerant dynamics in neural systemsNeural oscillators and oscillator networksDynamics of attractor networksOther topics in neurodynamicsCOMPUTATIONAL NEUROSCIENCEConnectomicsModels of large-scale networks in the nervous systemModels of neurons and local circuitsModels of synaptic learning and synaptic dynamicsModels of neuromodulationBrain imagingAnalysis of neurophysiological and neuroanatomical dataCognitive neuroscienceModels of neural developmentModels of neurochemical processesNeuroinformaticsBrain InformaticsOther topics in computational neuroscienceNEURAL MODELS OF PERCEPTION, COGNITION AND ACTIONNeurocognitive networksCognitive architecturesModels of conditioning, reward and behaviorCognitive models of decision-makingEmbodied cognitionCognitive agentsMulti-agent models of group cognitionDevelopmental and evolutionary models of cognitionVisual systemAuditory systemOlfactory systemOther sensory systemsAttentionLearning and memorySpatial cognition, representation and navigationSemantic cognition and languageGrounding, symbol groundingNeural models of symbolic processingReasoning and problem-solvingWorking memory and cognitive controlEmotion and motivationMotor control and actionDynamical models of coordination and behaviorConsciousness and awarenessModels of sleep and diurnal rhythmsMental disordersOther topics in neural models of perception, cognition and actionNEUROENGINEERINGBrain-machine interfacesNeural prosthesesNeuromorphic hardwareEmbedded neural systemsOther topics in neuroengineeringBIO-INSPIRED AND BIOMORPHIC SYSTEMSBrain-inspired cognitive architecturesEmbodied roboticsEvolutionary roboticsDevelopmental roboticsComputational models of developmentCollective intelligenceSwarmsAutonomous complex systemsSelf-configuring systemsSelf-healing systemsSelf-aware systemsEmotional computationArtificial lifeOther topics in bio-inspired and biomorphic systemsAPPLICATIONSApplications of deep neural networksBioinformaticsBiomedical engineeringData analysis and pattern recognitionSpeech recognition and speech productionRoboticsNeurocontrolApproximate dynamic programming, adaptive critics, and Markov decision processesNeural network approaches to optimizationSignal processing, image processing, and multi-mediaTemporal data analysis, prediction, and forecasting; time series analysisCommunications and computer networksData mining and knowledge discoveryPower system applicationsFinancial engineering applicationsSecurity applicationsApplications in multi-agent systems and social computingManufacturing and industrial applicationsExpert systemsClinical applicationsBig data applicationsOther applicationsSmart grid applicationsCROSS-DISCIPLINARY TOPICSHybrid intelligent systemsSwarm intelligenceSensor networksQuantum computationComputational biologyMolecular and DNA computationComputation in tissues and cellsArtificial immune systemsPhilosophical issuesOther cross-disciplinary topicsIEEE CEC AlgorithmsAnt colony optimizationArtificial immune systemsCoevolutionary systemsCultural algorithmsDifferential evolutionEstimation of distribution algorithmsEvolutionary programmingEvolution strategiesGenetic algorithmsGenetic programmingHeuristics, metaheuristics and hyper-heuristicsInteractive evolutionary computationLearning classifier systemsMemetic, multi-meme and hybrid algorithmsMolecular and quantum computingMulti-objective evolutionary algorithmsParallel and distributed algorithmsParticle swarm optimizationTheory and ImplementationAdaptive dynamic programming and reinforcement learningAutonomous mental developmentCoevolution and collective behaviorConvergence, scalability and complexity analysisEvolutionary computation theoryRepresentation and operatorsSelf-adaptation in evolutionary computationOptimizationNumerical optimizationDiscrete and combinatorial optimizationMultiobjective optimizationHandling of Various AspectsLarge-scale problemsPreference handlingEvolutionary simulation-based optimizationMeta-modeling and surrogate modelsDynamic and uncertain environmentsConstraint and uncertainty handlingHybrid Systems of Computational IntelligenceEvolved neural networksEvolutionary fuzzy systemsEvolved neuro-fuzzy systemsRelated Areas and ApplicationsArt and musicArtificial ecology and artificial lifeAutonomous mental and behavior developmentBiometrics, bioinformatics and biomedical applicationsClassification, clustering and data analysisData miningDefense and cyber securityEvolutionary games and multi-agent systemsEvolvable hardware and softwareEvolutionary RoboticsEngineering applicationsEmergent technologiesFinance and economicsGamesIntelligent systems applicationsRoboticsReal-world applicationsEmerging areasFUZZ-IEEE Mathematical and theoretical foundationsfuzzy measures and fuzzy integralsfuzzy differential equationsfuzzy logic, fuzzy inference systemsaggregation, operators, fuzzy relationsFuzzy controloptimal control of dynamic systemsadaptive and dynamically evolving process controlnetworked control systemsplantwide, monitoring, and supervisory controlRobotics and autonomous systemsnavigationdecision making and situation awarenesshandling systemsautomated factoriessmart industryFuzzy hardware, software, sensors, actuators, architecturesFuzzy data and analysisclustering, classification and pattern recognitionstatistics and imprecise probabilitiesdata summarizationbig datatime series modeling and forecastingdata analytics and visualizationsocial networks mining and analysisData management and web engineeringfuzzy data modelingdatabases and information retrievaldata aggregation and fusionfuzzy markup languagesGranular computingtype-2 fuzzy setsintuitionistic fuzzy setshigher order fuzzy setsinterval data processingrough sets and relationshybrid granular approachesdata cloudsComputational and artificial intelligencefuzzy neural networksfuzzy deep learningfuzzy evolutionary algorithmsdynamically evolving fuzzy systemsfuzzy agent systemsknowledge representation and approximate reasoningelicitation of fuzzy setsexplainable artificial intelligenceOptimization and operations researchfuzzy mathematical programmingpossibilistic optimizationfuzzy algorithms and heuristic searchDecision analysis, multi-criteria decision making, and decision supportFuzzy modeling, identification, and fault detectionKnowledge discoveryFuzzy image, speech and signal processing, vision and multimedia dataLinguistic summarization, natural language processingApplicationsindustry, technology, engineeringfinance, business, economicsmedicine, biological and social sciencesgeographical information systemssocial and communication networksagriculture and environment engineeringsecurity and mobility |
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