Advances in Artificial Intelligence and Security : 7th International Conference, ICAIS 2021, Dublin, Ireland, July 19-23, 2021, Proceedings, Part I / edited by Xingming Sun, Xiaorui Zhang, Zhihua Xia, Elisa Bertino.

Format:

Book

Contributor:

Sun, Xingming, Editor.

Zhang, Xiaorui., Editor.

Xia, Zhihua, Editor.

Bertino, Elisa, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Communications in computer and information science 1865-0937 ; 1422

Communications in Computer and Information Science, 1865-0937 ; 1422

Language:

English

Subjects (All):

Data protection.

Machine learning.

Computer engineering.

Computer networks.

Image processing-Digital techniques.

Computer vision.

Social sciences-Data processing.

Education-Data processing.

Data and Information Security.

Machine Learning.

Computer Engineering and Networks.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer Application in Social and Behavioral Sciences.

Computers and Education.

Local Subjects:

Data and Information Security.

Machine Learning.

Computer Engineering and Networks.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer Application in Social and Behavioral Sciences.

Computers and Education.

Physical Description:

1 online resource (XXX, 730 pages) : 324 illustrations, 208 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

The 3-volume set CCIS 1422, CCIS 1423 and CCIS 1424 constitutes the refereed proceedings of the 7th International Conference on Artificial Intelligence and Security, ICAIS 2021, which was held in Dublin, Ireland, in July 2021. The total of 131 full papers and 52 short papers presented in this 3-volume proceedings was carefully reviewed and selected from 1013 submissions. The papers were organized in topical sections as follows: Part I: artificial intelligence; Part II: artificial intelligence; big data; cloud computing and security internet; Part III: cloud computing and security; encryption and cybersecurity; information hiding; IoT security. .

Contents:

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.

Other Format:

Printed edition:

ISBN:

978-3-030-78615-1

9783030786151

Access Restriction:

Restricted for use by site license.