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_aIntelligence Computation and Applications _h[electronic resource] : _b14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023, Revised Selected Papers, Part II / _cedited by Kangshun Li, Yong Liu. |
| 250 | _a1st ed. 2024. | ||
| 264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2024. |
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| 300 |
_aXVIII, 489 p. 156 illus., 101 illus. in color. _bonline resource. |
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| 490 | 1 |
_aCommunications in Computer and Information Science, _x1865-0937 ; _v2147 |
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| 505 | 0 | _a -- 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. | |
| 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. | ||
| 541 |
_fUABC ; _cPerpetuidad |
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| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aComputer engineering. | |
| 650 | 0 | _aComputer networks . | |
| 650 | 0 |
_aImage processing _xDigital techniques. |
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| 650 | 0 | _aComputer vision. | |
| 650 | 0 | _aApplication software. | |
| 650 | 0 |
_aComputer science _xMathematics. |
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| 650 | 1 | 4 | _aArtificial Intelligence. |
| 650 | 2 | 4 | _aComputer Engineering and Networks. |
| 650 | 2 | 4 | _aComputer Imaging, Vision, Pattern Recognition and Graphics. |
| 650 | 2 | 4 | _aComputer and Information Systems Applications. |
| 650 | 2 | 4 | _aMathematics of Computing. |
| 700 | 1 |
_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 | 1 |
_aLiu, Yong. _eeditor. _0(orcid)0000-0002-4663-6739 _1https://orcid.org/0000-0002-4663-6739 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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_iPrinted edition: _z9789819743957 |
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_iPrinted edition: _z9789819743971 |
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_aCommunications in Computer and Information Science, _x1865-0937 ; _v2147 |
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