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

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.