東華大學圖書館 |

Intelligence computation and applications = 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.. Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligence computation and applications/ edited by Kangshun Li, Yong Liu.
其他題名:	14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.
其他題名:	ISICA 2023
其他作者:	Li, Kangshun.
團體作者:	ISICA (Symposium)
出版者:	Singapore :Springer Nature Singapore : : 2024.,
面頁冊數:	xviii, 473 p. :ill., digital ;24 cm.
內容註:	Frontiers of Evolutionary Intelligent Optimization Algorithms. -- An Improved NSGA-II Algorithm with Markov Networks. -- An Improved Particle Swarm Optimization Algorithm Combined With Bat Algorithm. -- An Improved Whale Optimization Algorithm Combined With Bat Algorithm and Its Applications. -- Fusion of Nonlinear Inertia Weight and Probability Mutation for Binary Particle Swarm Optimization Algorithm. -- An Evolutionary Algorithm Based on Replication Analysis for Bi-Objective Feature Selection. -- Improved Particle Swarm Algorithm Using Multiple Strategies. -- A Reference Vector Guided Evolutionary Algorithm with Diversity and Convergence Enhancement Strategies for Many-objective Optimization. -- Research on Mine Emergency Evacuation Scheme Based on Dynamic Multi-objective Evolutionary Algorithm. -- An Adaptive Dynamic Parameter Multi-Objective Optimization Algorithm. -- Adaptive Elimination Particle Swarm Optimization Algorithm for Logistics Scheduling. -- A Modified Two Arch2 Based on Reference Points for Many- Objective Optimization. -- Floorplanning of VLSI by Mixed-Variable Optimization. -- A Multi-Population Hierarchical Differential Evolution for Feature Selection. -- Research on State-Owned Assets Portfolio Investment Strategy Based on Improved Differential Evolution. -- A Particle Swarm Optimization Algorithm with Dynamic Population Synergy. -- Preference-Based Multi-Objective Optimization Algorithms Under The Union Mechanisms. -- Auto-Enhanced Population Diversity with Two Options. -- Exploration of Computer Vision. -- Robot Global Relocation Algorithm Based on Deep Neural Network and 3D Point Cloud. -- Safety Zone and Its Utilization in Collision Avoidance Control of Industrial Robot. -- Entropy of Interval Type-2 Fuzzy Sets and Its Application in Image Segmentation. -- An Improved Algorithm for Facial Image Restoration Based on GAN. -- A Study of PyTorch-Based Algorithms for Handwritten Digitm Recognition. -- A High-Quality Video Reconstruction Optimization System Based on Compressed Sensing. -- Conv and Efficient Multi-Scale Attention Module for YOLOv5. -- BRA-YOLO: Object Detection Algorithm with Bi-level Routing Attention for YOLOv5. -- A Pest Detection Algorithm Based on Improved YOLO. -- Improving Interactive Differential Evolution for Cartoon Face Image Combination. -- Mask Reconstruction Augmentation and Attention Aggregation for Stereo Matching. -- Machine Learning and Its Applications. -- Construction of an Intelligent Salary Prediction Model and Analysis of BP Neural Network Applications. -- Human Action Recognition Classification Based on 3D CNN Deep Learning. -- A KNN Algorithm Based on Mixed Normalization Factors. -- Modified Carnivorous Plant Algorithm Based on L'evy Flight for Enhancing the BP Model. -- CR-IFSSL: Imbalanced Federated Semi-Supervised Learning with Class Rebalancing. -- Kernel Fence GAN:Unsupervised Anomaly Detection Model Based on Kernel Function. -- A News Recommendation Approach Based on the Fusion of Attention Mechanism and User's Long and Short Term Preferences. -- Research of the Three-dimensional Spatial Orientation for Non-Visible Area Based on RSSI. -- Collaborative Filtering Recommendation Algorithm Based on Improved KMEANS. -- Emotion Analysis of Weibo Based on Long Short-Term Memory Neural Network. -- Human Flow Prediction Model Based on Graph Convolutional Recurrent Neural Network.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-97-4393-3
ISBN:	9789819743933

Intelligence computation and applications = 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.. Part I /
Intelligence computation and applications14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.Part I /[electronic resource] :ISICA 2023edited by Kangshun Li, Yong Liu. - Singapore :Springer Nature Singapore :2024. - xviii, 473 p. :ill., digital ;24 cm. - Communications in computer and information science,21461865-0937 ;. - Communications in computer and information science ;2146..

Frontiers of Evolutionary Intelligent Optimization Algorithms. -- An Improved NSGA-II Algorithm with Markov Networks. -- An Improved Particle Swarm Optimization Algorithm Combined With Bat Algorithm. -- An Improved Whale Optimization Algorithm Combined With Bat Algorithm and Its Applications. -- Fusion of Nonlinear Inertia Weight and Probability Mutation for Binary Particle Swarm Optimization Algorithm. -- An Evolutionary Algorithm Based on Replication Analysis for Bi-Objective Feature Selection. -- Improved Particle Swarm Algorithm Using Multiple Strategies. -- A Reference Vector Guided Evolutionary Algorithm with Diversity and Convergence Enhancement Strategies for Many-objective Optimization. -- Research on Mine Emergency Evacuation Scheme Based on Dynamic Multi-objective Evolutionary Algorithm. -- An Adaptive Dynamic Parameter Multi-Objective Optimization Algorithm. -- Adaptive Elimination Particle Swarm Optimization Algorithm for Logistics Scheduling. -- A Modified Two Arch2 Based on Reference Points for Many- Objective Optimization. -- Floorplanning of VLSI by Mixed-Variable Optimization. -- A Multi-Population Hierarchical Differential Evolution for Feature Selection. -- Research on State-Owned Assets Portfolio Investment Strategy Based on Improved Differential Evolution. -- A Particle Swarm Optimization Algorithm with Dynamic Population Synergy. -- Preference-Based Multi-Objective Optimization Algorithms Under The Union Mechanisms. -- Auto-Enhanced Population Diversity with Two Options. -- Exploration of Computer Vision. -- Robot Global Relocation Algorithm Based on Deep Neural Network and 3D Point Cloud. -- Safety Zone and Its Utilization in Collision Avoidance Control of Industrial Robot. -- Entropy of Interval Type-2 Fuzzy Sets and Its Application in Image Segmentation. -- An Improved Algorithm for Facial Image Restoration Based on GAN. -- A Study of PyTorch-Based Algorithms for Handwritten Digitm Recognition. -- A High-Quality Video Reconstruction Optimization System Based on Compressed Sensing. -- Conv and Efficient Multi-Scale Attention Module for YOLOv5. -- BRA-YOLO: Object Detection Algorithm with Bi-level Routing Attention for YOLOv5. -- A Pest Detection Algorithm Based on Improved YOLO. -- Improving Interactive Differential Evolution for Cartoon Face Image Combination. -- Mask Reconstruction Augmentation and Attention Aggregation for Stereo Matching. -- Machine Learning and Its Applications. -- Construction of an Intelligent Salary Prediction Model and Analysis of BP Neural Network Applications. -- Human Action Recognition Classification Based on 3D CNN Deep Learning. -- A KNN Algorithm Based on Mixed Normalization Factors. -- Modified Carnivorous Plant Algorithm Based on L'evy Flight for Enhancing the BP Model. -- CR-IFSSL: Imbalanced Federated Semi-Supervised Learning with Class Rebalancing. -- Kernel Fence GAN:Unsupervised Anomaly Detection Model Based on Kernel Function. -- A News Recommendation Approach Based on the Fusion of Attention Mechanism and User's Long and Short Term Preferences. -- Research of the Three-dimensional Spatial Orientation for Non-Visible Area Based on RSSI. -- Collaborative Filtering Recommendation Algorithm Based on Improved KMEANS. -- Emotion Analysis of Weibo Based on Long Short-Term Memory Neural Network. -- Human Flow Prediction Model Based on Graph Convolutional Recurrent Neural Network.

This two-volume set, CCIS 2146 and CCIS 2147, constitutes the refereed proceedings of the 14th International Symposium on Intelligence Computation and Applications, ISICA 2023, held in Guangzhou, China, during November 18-19, 2023. The 82 full papers included in these proceedings were carefully reviewed and selected from 178 submissions. The papers presented in these two volumes are organized in the following topical sections: Part I: Frontiers of evolutionary Intelligent Optimization Algorithms; Exploration of computer vision; Machine learning and its applications. Part II: Machine Learning and its applications; Big data analysis and Information security; Intelligent application of computer.

ISBN: 9789819743933

Standard No.: 10.1007/978-981-97-4393-3doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334 / .I75 2023

Dewey Class. No.: 006.3

Intelligence computation and applications = 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.. Part I /
LDR:05306nmm a2200349 a 4500 001 2372181
003 DE-He213
005 20240701125249.0
006 m d
007 cr nn 008maaau
008 241127s2024 si s 0 eng d
020 $a 9789819743933 $q (electronic bk.)
020 $a 9789819743926 $q (paper)
024 7 $a 10.1007/978-981-97-4393-3 $2 doi
035 $a 978-981-97-4393-3
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334 $b .I75 2023
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .I81 2023
111 2 $a ISICA (Symposium) $n (14th : $d 2023 : $c Guangzhou, China) $3 3718728
245 1 0 $a Intelligence computation and applications $h [electronic resource] : $b 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers. $n Part I / $c edited by Kangshun Li, Yong Liu.
246 3 $a ISICA 2023
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2024.
300 $a xviii, 473 p. : $b ill., digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2146
505 0 $a Frontiers of Evolutionary Intelligent Optimization Algorithms. -- An Improved NSGA-II Algorithm with Markov Networks. -- An Improved Particle Swarm Optimization Algorithm Combined With Bat Algorithm. -- An Improved Whale Optimization Algorithm Combined With Bat Algorithm and Its Applications. -- Fusion of Nonlinear Inertia Weight and Probability Mutation for Binary Particle Swarm Optimization Algorithm. -- An Evolutionary Algorithm Based on Replication Analysis for Bi-Objective Feature Selection. -- Improved Particle Swarm Algorithm Using Multiple Strategies. -- A Reference Vector Guided Evolutionary Algorithm with Diversity and Convergence Enhancement Strategies for Many-objective Optimization. -- Research on Mine Emergency Evacuation Scheme Based on Dynamic Multi-objective Evolutionary Algorithm. -- An Adaptive Dynamic Parameter Multi-Objective Optimization Algorithm. -- Adaptive Elimination Particle Swarm Optimization Algorithm for Logistics Scheduling. -- A Modified Two Arch2 Based on Reference Points for Many- Objective Optimization. -- Floorplanning of VLSI by Mixed-Variable Optimization. -- A Multi-Population Hierarchical Differential Evolution for Feature Selection. -- Research on State-Owned Assets Portfolio Investment Strategy Based on Improved Differential Evolution. -- A Particle Swarm Optimization Algorithm with Dynamic Population Synergy. -- Preference-Based Multi-Objective Optimization Algorithms Under The Union Mechanisms. -- Auto-Enhanced Population Diversity with Two Options. -- Exploration of Computer Vision. -- Robot Global Relocation Algorithm Based on Deep Neural Network and 3D Point Cloud. -- Safety Zone and Its Utilization in Collision Avoidance Control of Industrial Robot. -- Entropy of Interval Type-2 Fuzzy Sets and Its Application in Image Segmentation. -- An Improved Algorithm for Facial Image Restoration Based on GAN. -- A Study of PyTorch-Based Algorithms for Handwritten Digitm Recognition. -- A High-Quality Video Reconstruction Optimization System Based on Compressed Sensing. -- Conv and Efficient Multi-Scale Attention Module for YOLOv5. -- BRA-YOLO: Object Detection Algorithm with Bi-level Routing Attention for YOLOv5. -- A Pest Detection Algorithm Based on Improved YOLO. -- Improving Interactive Differential Evolution for Cartoon Face Image Combination. -- Mask Reconstruction Augmentation and Attention Aggregation for Stereo Matching. -- Machine Learning and Its Applications. -- Construction of an Intelligent Salary Prediction Model and Analysis of BP Neural Network Applications. -- Human Action Recognition Classification Based on 3D CNN Deep Learning. -- A KNN Algorithm Based on Mixed Normalization Factors. -- Modified Carnivorous Plant Algorithm Based on L'evy Flight for Enhancing the BP Model. -- CR-IFSSL: Imbalanced Federated Semi-Supervised Learning with Class Rebalancing. -- Kernel Fence GAN:Unsupervised Anomaly Detection Model Based on Kernel Function. -- A News Recommendation Approach Based on the Fusion of Attention Mechanism and User's Long and Short Term Preferences. -- Research of the Three-dimensional Spatial Orientation for Non-Visible Area Based on RSSI. -- Collaborative Filtering Recommendation Algorithm Based on Improved KMEANS. -- Emotion Analysis of Weibo Based on Long Short-Term Memory Neural Network. -- Human Flow Prediction Model Based on Graph Convolutional Recurrent Neural Network.
520 $a This two-volume set, CCIS 2146 and CCIS 2147, constitutes the refereed proceedings of the 14th International Symposium on Intelligence Computation and Applications, ISICA 2023, held in Guangzhou, China, during November 18-19, 2023. The 82 full papers included in these proceedings were carefully reviewed and selected from 178 submissions. The papers presented in these two volumes are organized in the following topical sections: Part I: Frontiers of evolutionary Intelligent Optimization Algorithms; Exploration of computer vision; Machine learning and its applications. Part II: Machine Learning and its applications; Big data analysis and Information security; Intelligent application of computer.
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 0 $a Computer science $x Mathematics $x Congresses. $3 678603
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computer Engineering and Networks. $3 3538504
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 890871
650 2 4 $a Computer and Information Systems Applications. $3 3538505
650 2 4 $a Mathematics of Computing. $3 891213
700 1 $a Li, Kangshun. $3 2181731
700 1 $a Liu, Yong. $3 1044700
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 2146. $3 3718729
856 4 0 $u https://doi.org/10.1007/978-981-97-4393-3
950 $a Computer Science (SpringerNature-11645)