소장자료

검색화면

000		nam5i
001		2210080934965
003		DE-He213
005		20250321105449
007		cr nn 008mamaa
008		240701s2024 si \| s \|\|\|\| 0\|eng d
020		▼a9789819743933▼9978-981-97-4393-3
024		▼a10.1007/978-981-97-4393-3▼2doi
040		▼a221008
050		▼aQ334-342
050		▼aTA347.A78
072		▼aUYQ▼2bicssc
072		▼aCOM004000▼2bisacsh
072		▼aUYQ▼2thema
082		▼a006.3▼223
245	00	▼aIntelligence Computation and Applications▼h[electronic resource] :▼b14th International Symposium, ISICA 2023, Guangzhou, China, November 18–19, 2023, Revised Selected Papers, Part I /▼cedited by Kangshun Li, Yong Liu.
250		▼a1st ed. 2024.
264		▼aSingapore :▼bSpringer Nature Singapore :▼bImprint: Springer,▼c2024.
300		▼aXVIII, 473 p. 205 illus., 144 illus. in color.▼bonline resource.
336		▼atext▼btxt▼2rdacontent
337		▼acomputer▼bc▼2rdamedia
338		▼aonline resource▼bcr▼2rdacarrier
347		▼atext file▼bPDF▼2rda
490		▼aCommunications in Computer and Information Science,▼x1865-0937 ;▼v2146
505		▼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		▼aThis 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		▼aArtificial intelligence.
650		▼aComputer engineering.
650		▼aComputer networks .
650		▼aImage processing▼xDigital techniques.
650		▼aComputer vision.
650		▼aApplication software.
650		▼aComputer science▼xMathematics.
650		▼aArtificial Intelligence.
650		▼aComputer Engineering and Networks.
650		▼aComputer Imaging, Vision, Pattern Recognition and Graphics.
650		▼aComputer and Information Systems Applications.
650		▼aMathematics of Computing.
700		▼aLi, Kangshun.▼eeditor.▼0(orcid)0000-0002-0429-446X▼1https://orcid.org/0000-0002-0429-446X▼4edt▼4http://id.loc.gov/vocabulary/relators/edt
700		▼aLiu, Yong.▼eeditor.▼0(orcid)0000-0002-4663-6739▼1https://orcid.org/0000-0002-4663-6739▼4edt▼4http://id.loc.gov/vocabulary/relators/edt
710		▼aSpringerLink (Online service)
773		▼tSpringer Nature eBook
776		▼iPrinted edition:▼z9789819743926
776		▼iPrinted edition:▼z9789819743940
830		▼aCommunications in Computer and Information Science,▼x1865-0937 ;▼v2146
856		▼uhttps://doi.org/10.1007/978-981-97-4393-3
912		▼aZDB-2-SCS
912		▼aZDB-2-SXCS
950		▼aComputer Science (SpringerNature-11645)
950		▼aComputer Science (R0) (SpringerNature-43710)

Intelligence Computation and Applications[electronic resource] :14th International Symposium, ISICA 2023, Guangzhou, China, November 18–19, 2023, Revised Selected Papers, Part I /edited by Kangshun Li, Yong Liu

종류

전자책

서명

저자명

Li Kangshun. editor Liu Yong. editor

판 사항

1st ed. 2024.

형태사항

XVIII, 473 p 205 illus, 144 illus in color online resource.

주기사항

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.

내용주기

/ 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.

ISBN

9789819743933

소장정보

예도서예약

서서가부재도서 신고

보보존서고신청

캠캠퍼스대출

우우선정리신청

검검색지인쇄

등록번호	청구기호	별치기호	소장위치	대출상태	반납예정일	서비스
전자자료는 소장사항이 존재하지 않습니다

공지

DAU Library

소장자료

소장정보

책소개