14th International Symposium, ISICA 2023, Guangzhou, China, November 18¿19, 2023, Revised Selected Papers, Part II Herausgegeben:Li, Kangshun; Liu, Yong
14th International Symposium, ISICA 2023, Guangzhou, China, November 18¿19, 2023, Revised Selected Papers, Part II Herausgegeben:Li, Kangshun; Liu, Yong
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…mehr
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.
Produktdetails
Produktdetails
Communications in Computer and Information Science 2147
.- 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.
.- 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.
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