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IEEE WCCI 2024 : 2024 IEEE World Congress on Computational Intelligence | |||||||||||
Link: https://wcci2024.org/ | |||||||||||
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Call For Papers | |||||||||||
On behalf of the IEEE WCCI 2024 Organizing Committee, it is our great pleasure to invite you to the bi-annual IEEE World Congress on Computational Intelligence (IEEE WCCI), the world’s largest technical conference series on computational intelligence featuring the three flagship conferences of the IEEE Computational Intelligence Society (CIS) under one roof: The International Joint Conference on Neural Networks (IJCNN), the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), and the IEEE Congress on Evolutionary Computation (IEEE CEC).
IEEE WCCI 2024 will be held in Yokohama, Japan. Yokohama is a city that inspires academic fusion and multidisciplinary & industrial association. The Yokohama area boasts a number of universities, institutes and companies of advanced information technology, electronics, robotics, mobility, medicine and foods. WCCI 2024 held in this area will strongly inspire the attendees to imagine next-generation science and technology as the fusion of AI, physiology and psychology as well as a cooperation with intelligence-related industries. IJCNN 2024 The International Joint Conference on Neural Networks (IJCNN) covers a wide range of topics in the field of neural networks, from biological neural networks to artificial neural computation. IEEE CEC 2024 The IEEE Congress on Evolutionary Computation (IEEE CEC) covers all topics in evolutionary computation from theory to real-world applications. FUZZ-IEEE 2024 The IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) covers all topics in fuzzy systems from theory to real-world applications. 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: 11.683) IEEE Transactions on Fuzzy Systems (IF: 8.759) IEEE Transactions on Evolutionary Computation (IF: 8.508) IEEE Computational Intelligence Magazine (IF: 5.857) List of topics IJCNN NEURAL NETWORK MODELS Feedforward neural networks Recurrent neural networks Self-organizing maps Radial basis function networks Attractor neural networks and associative memory Modular networks Fuzzy neural networks Spiking neural networks Reservoir networks (echo-state networks, liquid-state machines, etc.) Large-scale neural networks Learning vector quantization Deep neural networks Randomized neural networks Other topics in artificial neural networks MACHINE LEARNING Supervised learning Unsupervised learning and clustering, (including PCA, and ICA) Reinforcement learning and adaptive dynamic programming Semi-supervised learning Online learning Probabilistic and information-theoretic methods Support vector machines and kernel methods EM algorithms Mixture models, ensemble learning, and other meta-learning or committee algorithms Bayesian, belief, causal, and semantic networks Statistical and pattern recognition algorithms Sparse coding and models Visualization of data Feature selection, extraction, and aggregation Evolutionary learning Hybrid learning methods Computational power of neural networks Deep learning Other topics in machine learning NEURODYNAMICS Dynamical models of spiking neurons Synchronization and temporal correlation in neural networks Dynamics of neural systems Chaotic neural networks Dynamics of analog networks Itinerant dynamics in neural systems Neural oscillators and oscillator networks Dynamics of attractor networks Other topics in neurodynamics COMPUTATIONAL NEUROSCIENCE Connectomics Models of large-scale networks in the nervous system Models of neurons and local circuits Models of synaptic learning and synaptic dynamics Models of neuromodulation Brain imaging Analysis of neurophysiological and neuroanatomical data Cognitive neuroscience Models of neural development Models of neurochemical processes Neuroinformatics Brain Informatics Other topics in computational neuroscience NEURAL MODELS OF PERCEPTION, COGNITION AND ACTION Neurocognitive networks Cognitive architectures Models of conditioning, reward and behavior Cognitive models of decision-making Embodied cognition Cognitive agents Multi-agent models of group cognition Developmental and evolutionary models of cognition Visual system Auditory system Olfactory system Other sensory systems Attention Learning and memory Spatial cognition, representation and navigation Semantic cognition and language Grounding, symbol grounding Neural models of symbolic processing Reasoning and problem-solving Working memory and cognitive control Emotion and motivation Motor control and action Dynamical models of coordination and behavior Consciousness and awareness Models of sleep and diurnal rhythms Mental disorders Other topics in neural models of perception, cognition and action NEUROENGINEERING Brain-machine interfaces Neural prostheses Neuromorphic hardware Embedded neural systems Other topics in neuroengineering BIO-INSPIRED AND BIOMORPHIC SYSTEMS Brain-inspired cognitive architectures Embodied robotics Evolutionary robotics Developmental robotics Computational models of development Collective intelligence Swarms Autonomous complex systems Self-configuring systems Self-healing systems Self-aware systems Emotional computation Artificial life Other topics in bio-inspired and biomorphic systems APPLICATIONS Applications of deep neural networks Bioinformatics Biomedical engineering Data analysis and pattern recognition Speech recognition and speech production Robotics Neurocontrol Approximate dynamic programming, adaptive critics, and Markov decision processes Neural network approaches to optimization Signal processing, image processing, and multi-media Temporal data analysis, prediction, and forecasting; time series analysis Communications and computer networks Data mining and knowledge discovery Power system applications Financial engineering applications Security applications Applications in multi-agent systems and social computing Manufacturing and industrial applications Expert systems Clinical applications Big data applications Other applications Smart grid applications CROSS-DISCIPLINARY TOPICS Hybrid intelligent systems Swarm intelligence Sensor networks Quantum computation Computational biology Molecular and DNA computation Computation in tissues and cells Artificial immune systems Philosophical issues Other cross-disciplinary topics IEEE CEC Algorithms Ant colony optimization Artificial immune systems Coevolutionary systems Cultural algorithms Differential evolution Estimation of distribution algorithms Evolutionary programming Evolution strategies Genetic algorithms Genetic programming Heuristics, metaheuristics and hyper-heuristics Interactive evolutionary computation Learning classifier systems Memetic, multi-meme and hybrid algorithms Molecular and quantum computing Multi-objective evolutionary algorithms Parallel and distributed algorithms Particle swarm optimization Theory and Implementation Adaptive dynamic programming and reinforcement learning Autonomous mental development Coevolution and collective behavior Convergence, scalability and complexity analysis Evolutionary computation theory Representation and operators Self-adaptation in evolutionary computation Optimization Numerical optimization Discrete and combinatorial optimization Multiobjective optimization Handling of Various Aspects Large-scale problems Preference handling Evolutionary simulation-based optimization Meta-modeling and surrogate models Dynamic and uncertain environments Constraint and uncertainty handling Hybrid Systems of Computational Intelligence Evolved neural networks Evolutionary fuzzy systems Evolved neuro-fuzzy systems Related Areas and Applications Art and music Artificial ecology and artificial life Autonomous mental and behavior development Biometrics, bioinformatics and biomedical applications Classification, clustering and data analysis Data mining Defense and cyber security Evolutionary games and multi-agent systems Evolvable hardware and software Evolutionary Robotics Engineering applications Emergent technologies Finance and economics Games Intelligent systems applications Robotics Real-world applications Emerging areas FUZZ-IEEE Mathematical and theoretical foundations fuzzy measures and fuzzy integrals fuzzy differential equations fuzzy logic, fuzzy inference systems aggregation, operators, fuzzy relations Fuzzy control optimal control of dynamic systems adaptive and dynamically evolving process control networked control systems plantwide, monitoring, and supervisory control Robotics and autonomous systems navigation decision making and situation awareness handling systems automated factories smart industry Fuzzy hardware, software, sensors, actuators, architectures Fuzzy data and analysis clustering, classification and pattern recognition statistics and imprecise probabilities data summarization big data time series modeling and forecasting data analytics and visualization social networks mining and analysis Data management and web engineering fuzzy data modeling databases and information retrieval data aggregation and fusion fuzzy markup languages Granular computing type-2 fuzzy sets intuitionistic fuzzy sets higher order fuzzy sets interval data processing rough sets and relations hybrid granular approaches data clouds Computational and artificial intelligence fuzzy neural networks fuzzy deep learning fuzzy evolutionary algorithms dynamically evolving fuzzy systems fuzzy agent systems knowledge representation and approximate reasoning elicitation of fuzzy sets explainable artificial intelligence Otimization and operations research fuzzy mathematical programming possibilistic optimization fuzzy algorithms and heuristic search Decision analysis, multi-criteria decision making, and decision support Fuzzy modeling, identification, and fault detection Knowledge discovery Fuzzy image, speech and signal processing, vision and multimedia data Linguistic summarization, natural language processing Applications industry, technology, engineering finance, business, economics medicine, biological and social sciences geographical information systems social and communication networks agriculture and environment engineering security and mobility |
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