This book constitutes the refereed proceedings of the 5th International Conference on Neural Computing for Advanced Applications, NCAA 2024, held in Guilin, China, during July 5-7, 2024. The 89 revised full papers presented in these proceedings were carefully reviewed and selected from 227 submissions. The papers are organized in the following topical sections: Part I: Neural network (NN) theory, NN-based control systems, neuro-system integration and engineering applications; Computer vision, and their engineering applications. Part II: Computational intelligence, nature-inspired…mehr
This book constitutes the refereed proceedings of the 5th International Conference on Neural Computing for Advanced Applications, NCAA 2024, held in Guilin, China, during July 5-7, 2024.
The 89 revised full papers presented in these proceedings were carefully reviewed and selected from 227 submissions. The papers are organized in the following topical sections:
Part I: Neural network (NN) theory, NN-based control systems, neuro-system integration and engineering applications; Computer vision, and their engineering applications.
Part II: Computational intelligence, nature-inspired optimizers, their engineering applications, and benchmarks.
Part III: Natural language processing, knowledge graphs, recommender systems, multimodal Deep Learning, and their applications; Fault diagnosis and forecasting, prognostic management, Time-series analysis, and cyber-physical system security.
Produktdetails
Produktdetails
Communications in Computer and Information Science 2183
.- Natural language processing, knowledge graphs, recommender systems, multimodal Deep Learning, and their applications. .- A Similarity Index Time-effect Collaborative Filtering Algorithm Based on Attentional Double BP Network. .- ESert: An Enhanced Span-based Model for Measurable Quantitative Information Extraction from Medical Texts. .- Temporal Knowledge Graph Link Prediction using Synergized Large Language Models and Temporal Knowledge Graphs. .- A New Multi-Level Knowledge Retrieval Model for Task-Oriented Dialogue. .- FPLGen:A Personalized Dialogue System Based on Feature Prompt Learning. .- Ensemble learning with feature fusion for well-overflow detection. .- CE-DSLAM:A Dynamic SLAM Framework Based on Human Contact Experience for Escort Robots. .- EmoBART: A Multi-label Emotion Classification Method Based on Pre-Trained Label Sequence Generation Model. .- Improving Dialogue State Tracking with Interactive Acts Attention and Attention Divergence Loss Function. .- Psychological Consultation Dialogue Generation Based on Multi-label Classification Model and GPT. .- DRLN: Disentangled Representation Learning Network for Multimodal Sentiment Analysis. .- Trilinear Distillation Learning and Question Feature Capturing for Medical Visual Question Answering. .- Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition. .- Rehabilitation training program recommendation system based on ALBERT-LDA model. .- Named entity recognition of belt conveyor faults based on ALBERT-BiLSTM-SAM-CRF. .- Explicit Facial Attribute Disentanglement for Hierarchical Relationships Detection. .- Fault diagnosis and forecasting, prognostic management, Time-series analysis, and cyber-physical system security. .- A Federated Learning Method for Non-Intrusive Load Monitoring Based on Fed-Prox and Bi-GRU. .- An Interior Illuminance Prediction Model based on Differential Evolution-Gaussian Fitting. .- Mitigating Dimensional Collapse and Model Drift in Non-IID Data of Federated Learning. .- Wire Rope Damage Detection Method Based on Support Vector Machine Wavelet Kernel Function Algorithm. .- Ensemble Tidal Prediction Scheme by Combining Harmonic Analysis and Meteorological Predictive Module. .- Privacy Preserving Average Consensus via Integrable Function Based Masking. .- Fault diagnosis of photovoltaic modules based on feature extraction. .- A multi-scale feature adaptation ConvNeXt for cross-domain fault diagnosis. .- Transmission Line Equipment Defect Detection Based on Improved YOLO Network. .- A Road Defect Detection Algorithm based on Improved YOLOv8. .- Improved road defect detection model based on RT-DETR for UAV images. .- Blockchain-based Multi-target Distributed Passive Localization. .- Research on Monthly Precipitation Prediction in Guangxi Based on EVO-CNN-LSTM -Attention Model. .- Exploiting Fourier Transform for Multi-Scale Electric Load Forecasting. .- ASTGCN for Traffic Flow Prediction Based on Weather Influence. .- PF-BiCGAN: An Abnormal Values Replacement Approach for Port Electrical Load Forecasting. .- Short-term load forecasting of secondary CEEMDAN-SE-Transformer BiLSTM combined with error correction.
.- Natural language processing, knowledge graphs, recommender systems, multimodal Deep Learning, and their applications. .- A Similarity Index Time-effect Collaborative Filtering Algorithm Based on Attentional Double BP Network. .- ESert: An Enhanced Span-based Model for Measurable Quantitative Information Extraction from Medical Texts. .- Temporal Knowledge Graph Link Prediction using Synergized Large Language Models and Temporal Knowledge Graphs. .- A New Multi-Level Knowledge Retrieval Model for Task-Oriented Dialogue. .- FPLGen:A Personalized Dialogue System Based on Feature Prompt Learning. .- Ensemble learning with feature fusion for well-overflow detection. .- CE-DSLAM:A Dynamic SLAM Framework Based on Human Contact Experience for Escort Robots. .- EmoBART: A Multi-label Emotion Classification Method Based on Pre-Trained Label Sequence Generation Model. .- Improving Dialogue State Tracking with Interactive Acts Attention and Attention Divergence Loss Function. .- Psychological Consultation Dialogue Generation Based on Multi-label Classification Model and GPT. .- DRLN: Disentangled Representation Learning Network for Multimodal Sentiment Analysis. .- Trilinear Distillation Learning and Question Feature Capturing for Medical Visual Question Answering. .- Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition. .- Rehabilitation training program recommendation system based on ALBERT-LDA model. .- Named entity recognition of belt conveyor faults based on ALBERT-BiLSTM-SAM-CRF. .- Explicit Facial Attribute Disentanglement for Hierarchical Relationships Detection. .- Fault diagnosis and forecasting, prognostic management, Time-series analysis, and cyber-physical system security. .- A Federated Learning Method for Non-Intrusive Load Monitoring Based on Fed-Prox and Bi-GRU. .- An Interior Illuminance Prediction Model based on Differential Evolution-Gaussian Fitting. .- Mitigating Dimensional Collapse and Model Drift in Non-IID Data of Federated Learning. .- Wire Rope Damage Detection Method Based on Support Vector Machine Wavelet Kernel Function Algorithm. .- Ensemble Tidal Prediction Scheme by Combining Harmonic Analysis and Meteorological Predictive Module. .- Privacy Preserving Average Consensus via Integrable Function Based Masking. .- Fault diagnosis of photovoltaic modules based on feature extraction. .- A multi-scale feature adaptation ConvNeXt for cross-domain fault diagnosis. .- Transmission Line Equipment Defect Detection Based on Improved YOLO Network. .- A Road Defect Detection Algorithm based on Improved YOLOv8. .- Improved road defect detection model based on RT-DETR for UAV images. .- Blockchain-based Multi-target Distributed Passive Localization. .- Research on Monthly Precipitation Prediction in Guangxi Based on EVO-CNN-LSTM -Attention Model. .- Exploiting Fourier Transform for Multi-Scale Electric Load Forecasting. .- ASTGCN for Traffic Flow Prediction Based on Weather Influence. .- PF-BiCGAN: An Abnormal Values Replacement Approach for Port Electrical Load Forecasting. .- Short-term load forecasting of secondary CEEMDAN-SE-Transformer BiLSTM combined with error correction.
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