Artificial Intelligence and Security: 7th International Conference, Icais 2021, Dublin, Ireland, July 19-23, 2021, Proceedings, Part I

ISBN-13: 9783030786083 / Angielski / Miękka / 2021 / 753 str.

Xingming Sun; Xiaorui Zhang; Zhihua Xia

Spis treści

Artificial Intelligence.- Research on Spoofing Jamming of Integrated Navigation System on UAV.- Multi-penalty functions GANs via multi-task learning.- Community Detection Model Based on Graph Representation and Self-supervised Learning.- Efficient Distributed Stochastic Gradient Descent through Gaussian Averaging.- Application Research of Improved Particle Swarm Optimization Algorithm Used on Job Shop Scheduling Problem.- Artificial Intelligence Chronic Disease Management System Based on Medical Resource Perception.- Research on Deep Learning Denoising Method in an Ultra-fast All-optical Solid-state Framing Camera.- LSTM-XGBoost Application of the Model to the Prediction of Stock Price.- Test of integrated urban rail transit vehicle-to-ground communication system based on LTE-U technology.- Research on Efficient Image Inpainting Algorithm Based on Deep Learning.- Subspace Classification of Attention Deficit Hyperactivity Disorder with Laplacian Regularization.- Study the Quantum Transport Process: Machine Learning Simulates Quantum Conditional Master Equation.- Neural Network Study Quantum Synchronization and Quantum Correlation under Non-zero Temperature.- Research on Intelligent Cloud Manufacturing Resource Adaptation Methodology Based on Reinforcement Learning.- Automatic CT Lesion Detection Based On Feature Pyramid Inference with Multi-Scale Response.- A Survey of Chinese Anaphora Resolution.- Efficient 3D Pancreas Segmentation Using Two-stage 3D Convolutional Neural Networks.- Multi-UAV Task Allocation Method Based on Improved Bat Algorithm.- Deep Learning Models for Intelligent Healthcare: Implementation and Challenges.- An Improved YOLOv3 Algorithm Combined with Attention Mechanism for Flame and Smoke Detection.- The Evaluation Method of Safety Classification for Electric Energy Measurement Based on Dynamic Double Fuzzy Reasoning.- Offline Writer Identification Using Convolutional Neural Network and VLAD Descriptors.- A Light-Weight Prediction Model for Aero-Engine Surge Based on Seq2Seq.- Simulation Analysis of PLC/WLC Hybrid Communication with traffic model.- A study on the Influence of Economic growth on urban-rural income gap in five northwest Provinces based on unit root and Co-integration test.- Research on Intrusion Detection of Industrial Control System Based on FastICA-SVM Method.- KCFuzz: Directed Fuzzing Based on Keypoint Coverage.- Deep Adversarial Learning Based Heterogeneous Defect Prediction.- Smart grid data anomaly detection method based on cloud computing platform.- A Flexible Planning Approach Using Label Member.- A Survey and Future Perspectives of Hybrid Deep Learning Models for Text Classification.- Non-contact Heart Rate Measurement Based on Fusion Technology.- Research on Cotton Impurity Detection Algorithm Based on Image Segmentation.- Improving Text Matching with Semantic Dependency Graph via Message Passing Neural Network.- Demonstration of Low Power and Low Cost Wireless Sensor Network with Edge Computing.- Analysis on spatial Pattern Evolution of Cultivated land in urban Area based on spatial Autocorrelation Analysis -- A case study of Luoyang City.- Research of Spatial pattern for cultivated land quality in Henan Province based on spatial autocorrelation.- Preamble selection and allocation algorithm based on Q learning.- An Improved Object Detection Algorithm Based on CenterNet.- Survey on Image Object Detection Algorithms based on Deep Learning.- Autocoder Guide Multi-Category Topic Clustering for Keywords Matching.- Adversarial Defense Networks via Gaussian Noise and RBF.- Intelligent Detection and Early Warning System of Railway Track.- Train Driver State Detection System Based on PCA and SVM.- The Offset-Image Recognition Based on Dense Coding.- Self-Supervision adversarial learning network for liver lesion classification.- Mining Consumer Brand Relationship from Social Media Data: A Natural Language Processing Approach.- Weighted Hierarchy Mechanism over BERT for Long Text Classification.- Corrosion Detection in Transformers Based on Hierarchical Annotation.- Fake Calligraphy Recognition Based on Deep Learning.- A Top-k QoS-optimal Service Composition Approach under Dynamic Environment.- Big Data.- Analysis on the Influencing Factors of Mooc Construction based on SPSS Analysis.- A Copyright Protection Scheme of Visual Media in Big Data Environment.- A Fast Sound Ray Tracking Method for Ultra-short Baseline Positioning.- Research on Auxiliary Target Extraction and Recognition Technology in Big Data Environment.- Analysis of Information Dissemination Orientation of New Media Police Microblog Platform.- An Evaluation Method of Population Based on Geographic Raster and Logistic Regression.- Image Compression Algorithm Based on Time Series.- A Resource-saving Multi-layer Fault-tolerant Low Orbit Satellite Network.- Research on business travel problem based on simulated annealing and tabu search algorithms.- Intelligent Security Image Classification on Small Sample Learning.- Intelligent Ecological Environment Control System Design.