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

Li Kangshun. editor Liu Yong. editor

1st ed. 2024.

XVIII, 489 p 156 illus, 101 illus in color online resource.

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.

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