Intelligence Computation and Applications : 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023, Revised Selected Papers, Part II (Communications in Computer and Information Science)

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Intelligence Computation and Applications : 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023, Revised Selected Papers, Part II (Communications in Computer and Information Science)

Li, Kangshun (EDT)/ Liu, Yong (EDT)

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Springer Nature（2024/08発売）
外貨定価 US$ 169.99
ポイント 315pt

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製本 Paperback:紙装版/ペーパーバック版／ページ数 503 p.
言語 ENG
商品コード 9789819743957

Full Description

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.

.- Machine Learning and Its Applications.

.- Research on Text Classification Algorithm Based on Deep Learning.

.- MobilenetV2-Based Network for Bamboo Classification with Tri-Classification Dataset and Fog Removal Training.

.- A Filter Similarity-Based Early Pruning Methods for Compressing CNNs.

.- Visualization of Convolutional Neural Networks Based on Gaussian Models.

.- A New Feature Selection Algorithm Based on Adversarial Learning for Solving Classification Problems.

.- A Simulated Annealing BP Algorithm for Adaptive Temperature Setting.

.- Research on the Important Role of Computers in the Digital Transformation of the Clothing Industry.

.- Multimedia Information Retrieval Method Based on Semantic Similarity.

.- Iterative Learning Control for Encoding-Decoding Method with Data Dropout at both Measurement and Actuator sides.

.- A Domain Adaptive Segmentation Label Generation Algorithm For Autonomous Driving Scenarios.

.- Visualization Analysis of Convolutional Neural Network Processes.

.- Packet Performance Predictor Based on Graph Isomorphism Network for Neural Architecture Search.

.- Big Data Analysis and Information Security.

.- Reversible Data Hiding Algorithm Based on Adaptive Predictor and Non-uniform Payload Allocation.

.- Research on Bayberry Traceability Platform Based on Blockchain.

.- Research on Satellite Navigation and Positioning Based on Laser Point Cloud Data.

.- Research and Application of System with Bayberry Blockchain Based on Hyperledger Fabric.

.- A Multiparty Reversible Data Hiding Scheme in Encrypted Domain Based on Hybrid Encryption.

.- Research on Smart Agriculture Big Data System Based on Spark and Blockchain.

.- Efficient Public Key Encryption Equality Test with Lightweight Authorization on Outsourced Encrypted Datasets.

.- Fake News Detection Model Incorporating News Text and User Propagation.

.- Data Analysis of University Educational Administration Information Based on Prefixspan Algorithm.

.- The Application and Exploration of Big Data in College Student Information Management.

.- Research On Precision Marketing Strategy of Guangdong Characteristic Products Enabled by Big Data in Rural.

.- Research and Application of Offline Log Analysis Method for E-commerce Based on HHS.

.- Research on Communication Power of Cross-Cultural Short Video Based on Qualitative Comparative Analysis.

.- Multi-Recipient Public-key Authenticated Encryption With Keyword Search.

.- Analysis of Information Security Processing Technology Based on Computer Big Data.

.- Intelligent Application of Computer.

.- Research on the Quality Evaluation and Optimization of Ideological and Political Education in Universities Driven by Artificial Intelligence.

.- Research on the Routing Protocol Algorithm Driven by the Dedicated Frequency Points of the Internet of Things to Build a Network.

.- Artificial Intelligence in Intelligent Clothing: Design and Implementation.

.- Edible Oil Price Forecasting: A Novel Approach with Group Temporal Convolutional Network and BetaAdaptiveAdam.

.- Design and Application of a Teaching Evaluation Model Based on the Theory of Multiple Intelligences.

.- Study on TNM Classification Diagnosis of Colorectal Cancer Based on Improved Self-supervised Contrast Learning.

.- Construction and Quality Evaluation of Learning Motivation Model from the Perspective of Course Ideology and Politics.

.- The 3D Display System of Art Works Based on VR Technology.

.- Petrochemical Commodity Price Prediction Model Based on Wavelet Decomposition and Bayesian Optimization.

.- Mutate Suspicious Statements to Locate Faults.

.- Iterative Learning Control with Variable Trajectory Length in the Presence of Noise.

.- Quality Control Model of Value Extraction of Residual Silk Reuse Based on Improved Genetic Algorithm.

.- Key Technology and Application Research Based on Computer Internet of Things.

.- Research on the Innovative Application of Computer Aided Design in Environmental Design.

.- Research on Intelligent Clustering Scoring of English Text Based on XGBOOST Algorithm.

.- Machine Learning-assisted Optimization of Direction-Fingding Antenna Arrays.