Description

Book Synopsis

.- Evolutionary Computation and Learning.
.- Multilevel memetic community detection algorithm based on Jaccard mutation and multi neighbor search: MMCD-JM.
.- Contribution Based Adaptive Multi-Population Artificial Bee Colony Algorithm for Feature Interaction Selection on High-Dimensional Data.
.- A Multi-Phase Hybrid Optimization Framework Integrating Active Subspace PSO and Periodic Pattern Search for 3D Path Planning.
.- Fusion of ECA-Net with Hamiltonian Deep Neural Networks and Dynamic Step Size Optimization.
.- An Unsupervised CLIP-Based Hashing Framework with Distribution Optimization.
.- Optimization of Marine Meteorological Prediction Accuracy via Multi Parameter Fusion.
.- An improved contribution based cooperative co-evolution with adaptive computational resource allocation.
.- Surrogate-Assisted Stochastic Programming with Collective Perception for VR Task Offloading.
.- Improved BPSO for TDMA Scheduling in Ad hoc.
.- Multi-Task Allocation and Path Planning for AUV in Seabed Harvesting Operations within Marine Ranching.
.- Signal Processing.
.- MedMEN: Multi-granularity Encoding Network for Medical Visual Question Answering.
.- SimAM-UNet: A High-Fidelity Music Denoising Model in Complex Environments.
.- CB-PSR: Adaptive Contextual Biasing for Prompt-driven Speech Recognition.
.- Epileptic Seizure Detection Using Deep Adversarial Metric Learning.
.- RCDS: High-Precision Displacement Measurement Based on RFID Mutual Coupling Signal Feature Analysis.
.- Swarm Intelligence and Optimization.
.- ALMBO: An Effective Multi-Fidelity Bayesian Optimization Method for Mixed-Variable Hyperparameter Optimization.
.- A Discrete Mayfly Optimization Algorithm for the Traveling Salesman Problem and Its Application in Automated Guided Vehicle Routing Optimization.
.- A Dynamically Enhanced Grey Wolf Optimizer for Real-Time Error Compensation in Logistics Sorting Encoders.
.- Advanced Multi-space Evolutionary Search for Solving Large-scale Optimization Problems.
.- An Adaptive Gradient-directed Differential Evolution Algorithm for Training Neural Networks.
.- GAPSO-ACO: Graph Attention-PSO Enhanced Ant Colony Optimization for Capacitated Vehicle Routing Problems.
.- Dynamic multi-objective optimization algorithm based on individual transfer and diversity maintenance.
.- A Hybrid Reinforcement Learning Method for Mixed Flow Chemical Production Scheduling Problem with Material Distribution.
.- Multi-Directional Yielding Snake Optimizer with Pull-Push Optimization for Engineering Design Problem.
.- A Q-learning Hyper-Heuristic for Energy-Efficient Integrated Distributed Hybrid Flow Shop Scheduling.
.- A Two-stage Q-learning-based Hyper-heuristic Evolutionary Algorithm for the Distributed Hybrid Flow Shop Scheduling Problem with Heterogeneous Factories.
.- LLM-PSO: A Semantically Enhanced UAV Path Planning Algorithm Based on DeepSeek.
.- An Approach to Develop Assurance Models toward Safety of the Intended Functionality.
.- FDBSCAN: A Dynamic Fairness Optimization Approach for Density-Based Clustering.
.- A Dual-Indicator Guided Multi-Objective and Many-Objective Particle Swarm Algorithm Applied to Neural Network Architecture Search.
.- An Improved CBBA Algorithm for Multi-UAV Multi-Task Allocation in Dynamic Scenarios.
.- Personalized Federated Learning with Adaptive Regularization.
.- A Cooperative Optimization Framework for Semi-Supervised Military Object Detection in Complex Environments.
.- Memristive Binary Firefly Algorithm with Cosine Similarity.
.- A Novel UAV Path Planning Approach: DE-SPSO .
.- The Feature Selection Algorithm based on Cockroach Swarm Optimization Integrating Mutual Information and Granular Balls.
.- Virtual Reality and Human-Computer Interaction.
.- CSFA-PMCCNN: a Parallel Multiscale Convolutional Capsule Neural Network Based on Channel-Space-Frequency Attention Mechanism for Speech Imagery EEG Signals Classification.
.- CPR-KANsformer: An Adaptive Multi-dimensional CSI Feature Extraction Model for Human Activity Recognition.
.- Masked Appearance Restoration for High Resolution Talking Face Generation.
.- A Virtual Reality-based Platform for Cross-language Conferences.
.- MPC-augmented Reinforcement Learning for Motion Cueing Algorithms in Driving Simulators.
.- A Phoneme-Aware Multi-Task Learning Framework with Dynamic Prioritization for Speech Emotion Recognition.
.- Lightweight Multimodal Physiological Signal Fusion for Motion Sickness Detection and Prediction in VR.

Advanced Intelligent Computing Technology and Applications

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    A Paperback by De-Shuang Huang

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      View other formats and editions of Advanced Intelligent Computing Technology and Applications by De-Shuang Huang

      Publisher: Springer
      Publication Date: 03/10/2025
      ISBN13: 9789819699544, 978-9819699544
      ISBN10:
      Also in:
      Artificial intelligence (AI)

      Description

      Book Synopsis

      .- Evolutionary Computation and Learning.
      .- Multilevel memetic community detection algorithm based on Jaccard mutation and multi neighbor search: MMCD-JM.
      .- Contribution Based Adaptive Multi-Population Artificial Bee Colony Algorithm for Feature Interaction Selection on High-Dimensional Data.
      .- A Multi-Phase Hybrid Optimization Framework Integrating Active Subspace PSO and Periodic Pattern Search for 3D Path Planning.
      .- Fusion of ECA-Net with Hamiltonian Deep Neural Networks and Dynamic Step Size Optimization.
      .- An Unsupervised CLIP-Based Hashing Framework with Distribution Optimization.
      .- Optimization of Marine Meteorological Prediction Accuracy via Multi Parameter Fusion.
      .- An improved contribution based cooperative co-evolution with adaptive computational resource allocation.
      .- Surrogate-Assisted Stochastic Programming with Collective Perception for VR Task Offloading.
      .- Improved BPSO for TDMA Scheduling in Ad hoc.
      .- Multi-Task Allocation and Path Planning for AUV in Seabed Harvesting Operations within Marine Ranching.
      .- Signal Processing.
      .- MedMEN: Multi-granularity Encoding Network for Medical Visual Question Answering.
      .- SimAM-UNet: A High-Fidelity Music Denoising Model in Complex Environments.
      .- CB-PSR: Adaptive Contextual Biasing for Prompt-driven Speech Recognition.
      .- Epileptic Seizure Detection Using Deep Adversarial Metric Learning.
      .- RCDS: High-Precision Displacement Measurement Based on RFID Mutual Coupling Signal Feature Analysis.
      .- Swarm Intelligence and Optimization.
      .- ALMBO: An Effective Multi-Fidelity Bayesian Optimization Method for Mixed-Variable Hyperparameter Optimization.
      .- A Discrete Mayfly Optimization Algorithm for the Traveling Salesman Problem and Its Application in Automated Guided Vehicle Routing Optimization.
      .- A Dynamically Enhanced Grey Wolf Optimizer for Real-Time Error Compensation in Logistics Sorting Encoders.
      .- Advanced Multi-space Evolutionary Search for Solving Large-scale Optimization Problems.
      .- An Adaptive Gradient-directed Differential Evolution Algorithm for Training Neural Networks.
      .- GAPSO-ACO: Graph Attention-PSO Enhanced Ant Colony Optimization for Capacitated Vehicle Routing Problems.
      .- Dynamic multi-objective optimization algorithm based on individual transfer and diversity maintenance.
      .- A Hybrid Reinforcement Learning Method for Mixed Flow Chemical Production Scheduling Problem with Material Distribution.
      .- Multi-Directional Yielding Snake Optimizer with Pull-Push Optimization for Engineering Design Problem.
      .- A Q-learning Hyper-Heuristic for Energy-Efficient Integrated Distributed Hybrid Flow Shop Scheduling.
      .- A Two-stage Q-learning-based Hyper-heuristic Evolutionary Algorithm for the Distributed Hybrid Flow Shop Scheduling Problem with Heterogeneous Factories.
      .- LLM-PSO: A Semantically Enhanced UAV Path Planning Algorithm Based on DeepSeek.
      .- An Approach to Develop Assurance Models toward Safety of the Intended Functionality.
      .- FDBSCAN: A Dynamic Fairness Optimization Approach for Density-Based Clustering.
      .- A Dual-Indicator Guided Multi-Objective and Many-Objective Particle Swarm Algorithm Applied to Neural Network Architecture Search.
      .- An Improved CBBA Algorithm for Multi-UAV Multi-Task Allocation in Dynamic Scenarios.
      .- Personalized Federated Learning with Adaptive Regularization.
      .- A Cooperative Optimization Framework for Semi-Supervised Military Object Detection in Complex Environments.
      .- Memristive Binary Firefly Algorithm with Cosine Similarity.
      .- A Novel UAV Path Planning Approach: DE-SPSO .
      .- The Feature Selection Algorithm based on Cockroach Swarm Optimization Integrating Mutual Information and Granular Balls.
      .- Virtual Reality and Human-Computer Interaction.
      .- CSFA-PMCCNN: a Parallel Multiscale Convolutional Capsule Neural Network Based on Channel-Space-Frequency Attention Mechanism for Speech Imagery EEG Signals Classification.
      .- CPR-KANsformer: An Adaptive Multi-dimensional CSI Feature Extraction Model for Human Activity Recognition.
      .- Masked Appearance Restoration for High Resolution Talking Face Generation.
      .- A Virtual Reality-based Platform for Cross-language Conferences.
      .- MPC-augmented Reinforcement Learning for Motion Cueing Algorithms in Driving Simulators.
      .- A Phoneme-Aware Multi-Task Learning Framework with Dynamic Prioritization for Speech Emotion Recognition.
      .- Lightweight Multimodal Physiological Signal Fusion for Motion Sickness Detection and Prediction in VR.

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