國立高雄大學圖資館 |

Machine learning for cyber security4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.Part III /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Machine learning for cyber securityedited by Yuan Xu ... [et al.].
Reminder of title:	4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.
remainder title:	ML4CS 2022
other author:	Xu, Yuan.
corporate name:
Published:	Cham :Springer Nature Switzerland :2023.
Description:	xvii, 691 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Machine learningCongresses.
Online resource:	https://doi.org/10.1007/978-3-031-20102-8
ISBN:	9783031201028$q(electronic bk.)

Machine learning for cyber security4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.Part III /
Machine learning for cyber security4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.Part III /[electronic resource] :ML4CS 2022edited by Yuan Xu ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xvii, 691 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,136571611-3349 ;. - Lecture notes in computer science ;4891..

Design of Active Defense System for Railway Communication Network Based on Deep Neural Network -- Human Resource Network Information Recommendation Method Based on Machine Learning -- Machine Learning Based Abnormal Flow Analysis of University Course Teaching Network -- A Learned Multi-objective Bacterial Foraging Optimization Algorithm With Continuous Deep Q-learning -- Webpage Text Detection Based on Improved Faster-RCNN Model -- Turbo: A High-Performance and Secure Off-chain Payment Hub -- A Complete Information Detection Method for Vehicle CAN Network Gateway Based on Neural Network -- Optimization of Data Transmission Efficiency of Wireless Communication Network for Chemical Energy Monitoring -- Deep Spatio-Temporal Decision Fusion Network for Facial Expression Recognition -- A Tabu-based Multi-Objective Particle Swarm Optimization for Irregular Flight Recovery Problem -- A Robot Foreign Object Inspection Algorithm for Transmission Line Based on Improved YOLOv5 -- Path Planning Algorithm based on A_star Algorithm and Q-learning Algorithm -- Belief x2 Divergence-based Dynamical Complexity Analysis for Biological Systems -- Local Feature Acquisition Method of Multi-Layer Vision Network Image Based on Virtual Reality -- Channel Selection for EEG Emotion Recognition via An Enhanced Firefly Algorithm with Brightness-distance Attraction -- Security Risk Assessment Method of High Voltage Power Communication Network Based on Fuzzy Clustering -- Trimodal fusion network combined global-local feature extraction strategy and spatial-frequency fusion strategy -- Data Security Risk Prediction of Labor Relationship Rights Protection Network Platform Based on Machine Learning -- Research on LSTM based Traffic Flow prediction adaptive beacon Transmission period and Power joint control -- Construction of Color Network Model of Folk Painting Based on Machine Learning -- Research on Intrusion Prevention Optimization Algorithm Of Power UAV Network Communication Based on Artificial Intelligence -- Design of Network Big Data Anti Attack System for Carbon Emission Measurement Based on Deep Learning -- An Efficient Particle YOLO Detector for Urine Sediment Detection -- Evolutionary Factor-Driven Concise Bacterial Foraging Optimization Algorithm for Solving Customer Clustering Problems -- Brain Storm Optimization Algorithm with Multiple Generation Strategies for Patient Data Clustering -- TGPFM: An Optimized Framework for Ordering and Transporting Raw Materials for Production -- Visual Analysis of Facial Expression Recognition Research Based on Knowledge Graph -- Brainstorming-based Large Scale Neighborhood Search for Vehicle Routing with Real Travel Time -- A SAR Image Preprocessing Algorithm Based on Improved Homomorphic Wavelet Transform and Retinex -- Medical data clustering based on multi-objective clustering algorithm -- Self-supervised Visual-Semantic Embedding Network Based on Local Label Optimization -- A New Deep Network Model for Stock Price Prediction -- A Method for Residual Network Image Classification with Multi-scale Feature Fusion -- Face morphing detection based on a two-stream network with channel attention and residual of multiple color spaces -- DU-Net: A Novel Architecture for Retinal Vessels Segmentation -- Sub-pixel level edge extraction technology for industrial parts for smart manufacturing -- USDSE: A Novel Method to Improve Service Reputation based on Double-Side Evaluation -- Morphology-based Soft Label Smoothing Strategy For Fine-grained Domain Adaptationming -- MOOC Performance Prediction and Online Design Instructional Suggestions Based on LightGBM -- MOOC Dropout Prediction Based on Bayesian Network -- Knowledge Enhanced BERT based on Corpus Associate Generation -- Multi-objective Particle Swarm Optimization based on Archive Control Strategy -- A Hybrid Multi-Objective Genetic-Particle Swarm Optimization Algorithm for Airline Crew Rostering Problem with Fairness and Satisfaction -- Plant Leaf Area Measurement Using 3D Imaging: A Comparative Study between Dynamic Structured Light Stereo and Time-of-Flight -- Subgraph matching based on Path adaptation for large-scale graph -- Photovoltaic Panel Intelligent Management and Identification Detection System based on YOLOv5.

The three-volume proceedings set LNCS 13655,13656 and 13657 constitutes the refereed proceedings of the 4th International Conference on Machine Learning for Cyber Security, ML4CS 2022, which taking place during December 2-4, 2022, held in Guangzhou, China. The 100 full papers and 46 short papers were included in these proceedings were carefully reviewed and selected from 367 submissions.

ISBN: 9783031201028$q(electronic bk.)

Standard No.: 10.1007/978-3-031-20102-8doiSubjects--Topical Terms:

384498
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Machine learning for cyber security4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.Part III /
LDR:05872nmm a2200373 a 4500 001 639802
003 DE-He213
005 20230112152053.0
006 m d
007 cr nn 008maaau
008 231025s2023 sz s 0 eng d
020 $a 9783031201028$q(electronic bk.)
020 $a 9783031201011$q(paper)
024 7 $a 10.1007/978-3-031-20102-8 $2 doi
035 $a 978-3-031-20102-8
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UR $2 bicssc
072 7 $a UTN $2 bicssc
072 7 $a COM053000 $2 bisacsh
072 7 $a UR $2 thema
072 7 $a UTN $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .M685 2022
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Machine learning for cyber security $h [electronic resource] : $b 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings. $n Part III / $c edited by Yuan Xu ... [et al.].
246 3 $a ML4CS 2022
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xvii, 691 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 13657
505 0 $a Design of Active Defense System for Railway Communication Network Based on Deep Neural Network -- Human Resource Network Information Recommendation Method Based on Machine Learning -- Machine Learning Based Abnormal Flow Analysis of University Course Teaching Network -- A Learned Multi-objective Bacterial Foraging Optimization Algorithm With Continuous Deep Q-learning -- Webpage Text Detection Based on Improved Faster-RCNN Model -- Turbo: A High-Performance and Secure Off-chain Payment Hub -- A Complete Information Detection Method for Vehicle CAN Network Gateway Based on Neural Network -- Optimization of Data Transmission Efficiency of Wireless Communication Network for Chemical Energy Monitoring -- Deep Spatio-Temporal Decision Fusion Network for Facial Expression Recognition -- A Tabu-based Multi-Objective Particle Swarm Optimization for Irregular Flight Recovery Problem -- A Robot Foreign Object Inspection Algorithm for Transmission Line Based on Improved YOLOv5 -- Path Planning Algorithm based on A_star Algorithm and Q-learning Algorithm -- Belief x2 Divergence-based Dynamical Complexity Analysis for Biological Systems -- Local Feature Acquisition Method of Multi-Layer Vision Network Image Based on Virtual Reality -- Channel Selection for EEG Emotion Recognition via An Enhanced Firefly Algorithm with Brightness-distance Attraction -- Security Risk Assessment Method of High Voltage Power Communication Network Based on Fuzzy Clustering -- Trimodal fusion network combined global-local feature extraction strategy and spatial-frequency fusion strategy -- Data Security Risk Prediction of Labor Relationship Rights Protection Network Platform Based on Machine Learning -- Research on LSTM based Traffic Flow prediction adaptive beacon Transmission period and Power joint control -- Construction of Color Network Model of Folk Painting Based on Machine Learning -- Research on Intrusion Prevention Optimization Algorithm Of Power UAV Network Communication Based on Artificial Intelligence -- Design of Network Big Data Anti Attack System for Carbon Emission Measurement Based on Deep Learning -- An Efficient Particle YOLO Detector for Urine Sediment Detection -- Evolutionary Factor-Driven Concise Bacterial Foraging Optimization Algorithm for Solving Customer Clustering Problems -- Brain Storm Optimization Algorithm with Multiple Generation Strategies for Patient Data Clustering -- TGPFM: An Optimized Framework for Ordering and Transporting Raw Materials for Production -- Visual Analysis of Facial Expression Recognition Research Based on Knowledge Graph -- Brainstorming-based Large Scale Neighborhood Search for Vehicle Routing with Real Travel Time -- A SAR Image Preprocessing Algorithm Based on Improved Homomorphic Wavelet Transform and Retinex -- Medical data clustering based on multi-objective clustering algorithm -- Self-supervised Visual-Semantic Embedding Network Based on Local Label Optimization -- A New Deep Network Model for Stock Price Prediction -- A Method for Residual Network Image Classification with Multi-scale Feature Fusion -- Face morphing detection based on a two-stream network with channel attention and residual of multiple color spaces -- DU-Net: A Novel Architecture for Retinal Vessels Segmentation -- Sub-pixel level edge extraction technology for industrial parts for smart manufacturing -- USDSE: A Novel Method to Improve Service Reputation based on Double-Side Evaluation -- Morphology-based Soft Label Smoothing Strategy For Fine-grained Domain Adaptationming -- MOOC Performance Prediction and Online Design Instructional Suggestions Based on LightGBM -- MOOC Dropout Prediction Based on Bayesian Network -- Knowledge Enhanced BERT based on Corpus Associate Generation -- Multi-objective Particle Swarm Optimization based on Archive Control Strategy -- A Hybrid Multi-Objective Genetic-Particle Swarm Optimization Algorithm for Airline Crew Rostering Problem with Fairness and Satisfaction -- Plant Leaf Area Measurement Using 3D Imaging: A Comparative Study between Dynamic Structured Light Stereo and Time-of-Flight -- Subgraph matching based on Path adaptation for large-scale graph -- Photovoltaic Panel Intelligent Management and Identification Detection System based on YOLOv5.
520 $a The three-volume proceedings set LNCS 13655,13656 and 13657 constitutes the refereed proceedings of the 4th International Conference on Machine Learning for Cyber Security, ML4CS 2022, which taking place during December 2-4, 2022, held in Guangzhou, China. The 100 full papers and 46 short papers were included in these proceedings were carefully reviewed and selected from 367 submissions.
650 0 $a Machine learning $v Congresses. $3 384498
650 0 $a Computer security $v Congresses. $3 383239
650 1 4 $a Data and Information Security. $3 913130
650 2 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer and Information Systems Applications. $3 913125
650 2 4 $a Computer Vision. $3 913138
700 1 $a Xu, Yuan. $3 713751
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u https://doi.org/10.1007/978-3-031-20102-8
950 $a Computer Science (SpringerNature-11645)