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

ISBN-13: 9783030786144 / Angielski / Miękka / 2021 / 730 str.

Xingming Sun; Xiaorui Zhang; Zhihua Xia

Spis treści

​Artificial Intelligence.- A Load Balancing Mechanism for a Multi-Controller Software Defined WiFi Network.- HGC:Hybrid Gradient Compression in Distributed Deep Learning.- Application of Lidar INS Integrated Positioning in Automatic Driving.- A Review of Named Entity Recognition in Chinese Medical Text.- Robust liver vessel extraction using DV-Net with D-BCE loss function.- Cloud computing-based graph convolutional network power consumption prediction method.- Intelligent Intrusion Detection of Measurement Automation System Based on Deep Learning.- LSTM-Exploit:Intelligent Penetration Based On LSTM Tool.- Pig target detection from image based on improved YOLO V3.- ICPM: An Intelligent Compound Prediction Model Based on GA and GRNN.- A new method of halftoning and inverse halftoning based on GAN Network.- Sow Estrus Diagnosis from Sound Samples based on Improved Deep Learning.- Research on YOLO Model and its application in Fault Status recognition of freight trains.- Feedforward Deep Neural Network-Based Model for the Forecast of Severe Convective Wind.- Asynchronous Compatible D-ML System for Edge Devices.- Ball K-Medoids: Faster and Exacter.- GVNP: Global Vectors for Node Representation.- Investigation on Loan Approval Based on Convolutional Neural Network.- Chinese Verb-Object Collocation Knowledge Graph Construction and Application.- Optimal Deployment of Underwater Sensor Networks Based on Hungarian Algorithm.- Discrete Multi-Height Wind Farm Layout Optimization for Optimal Energy Output.- Multilevel Threshold Image Segmentation Based on Modified Moth-flame Optimization Algorithm.- Research on critical illness fundraising methods based on blockchain and smart contracts.- Collaboration Energy Efficiency with Mobile Edge Computing for Data Collection in IoT.- Improving the Transformer Translation Model with Back-Translation.-  Rigid Image Registration based on Graph Matching.- A Multi-scale Fusion Method For Dense Crowd Counting.- Chinese text classification based on adversarial training.- Research on SVM Parameter Optimization Mechanism Based on Particle Swarm Optimization.- A parameter selection method based on reinforcement learning: the QoS-privacy trade-off for adversarial training framework.- Word Research on Sentiment Analysis of Foreign News Reports Concerning China Based On the Hybrid Model of Opinion Sentence and BLSTM-Attention.- Cascaded Convolutional Neural Network for Image Super-Resolution.- Risk Probability Forecast Technology of the Gust in Beijing Winter Olympic Games based on the Theory of Digital Image Processing.- Depth estimation based on optical flow and depth prediction.- The Algorithms for Word Segmentation and Named Entity Recognition of Chinese Medical Records.- Temperature forecasting based on LSTM in coastal city.- Recent Progress of Medical CT Image Processing based on Deep Learning.- Road Damage Detection and Classification based on M2det.- Weather Temperature Prediction Based on LSTM-Bayesian Optimization.- Research Situation and Development Trends of Deep Learning   application in Meteorology.- Exploiting Spatial-Spectral Feature for Hyperspectral Image Classification based on 3-D CNN and Bi-LSTM.- Automated Methods for Symptom Normalization in Traditional Chinese Medicine Records.- A Nested Named Entity Recognition Method for Traditional Chinese Medicine Records.- Face Feature Extraction and Recognition Based on Lighted Deep Convolutional Neural Network.- Non-Orthogonal Multiple Access is Used for Power Allocation to MaximizeThroughput in Cognitive Radio Network Systems.- Research on Drug Response Prediction Model Based on Big Data.- A Cross-Modal Image-Text Retrieval System with Deep Learning.- Research on Behavioral Decision Reward Mechanism of Unmanned Swarm System in Confrontational Environment.- A Variable Step-Size based Iterative Algorithm for High-precision Ranging using FMCW Radar.- Research on the Smart Management and Service of Smart Classrooms in Colleges and Universities.- Performance Analysis of Hard Fusion Rules in Cognitive Radio Networks over Composite Channels.- Performance Analysis of Spectrum Sensing in Cognitive Radio Networks Based on AD Goodness of Fit under Noise Uncertainty.- Research on Prediction Algorithm for Heavy Overload of Main Equipment in Distribution Network.- Review of Attention Mechanism in Electric Power Systems.- Comprehensive review of intelligent operation and maintenance of power system in China.- An Incremental Learning Method for Fault Diagnosis Based on Random Forest.- Research on Short-term Flow Forecast of Intelligent Traffic.- Research on Stock Price Forecasting Based on BP Neural Network.- Trust Computing Model of online transaction based on Social Network and Mobile Agent.- An Adaptive Momentum Term based Optimization Method for Image Restoration.- Research on Situational Awareness Security Defense of Intrusion Link Based on Data Element Characteristic Network Transmission Signal.- Research on Proofreading Method of Semantic Collocation Error in Chinese.