國立高雄大學圖資館 |

Intelligence computation and applications14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.Part II /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligence computation and applicationsedited by Kangshun Li, Yong Liu.
其他題名:	14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.
其他作者:	Li, Kangshun.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2024.
面頁冊數:	xviii, 489 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence
電子資源:	https://doi.org/10.1007/978-981-97-4396-4
ISBN:	9789819743964$q(electronic bk.)

Intelligence computation and applications14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.Part II /
Intelligence computation and applications14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.Part II /[electronic resource] :edited by Kangshun Li, Yong Liu. - Singapore :Springer Nature Singapore :2024. - xviii, 489 p. :ill., digital ;24 cm. - Communications in computer and information science,21471865-0937 ;. - Communications in computer and information science ;229..

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.

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.

ISBN: 9789819743964$q(electronic bk.)

Standard No.: 10.1007/978-981-97-4396-4doiSubjects--Topical Terms:

252958
Artificial intelligence

LC Class. No.: Q334 / .I75 2023

Dewey Class. No.: 006.3

Intelligence computation and applications14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers.Part II /
LDR:06004nmm a2200337 a 4500 001 658112
003 DE-He213
005 20240701125257.0
006 m d
007 cr nn 008maaau
008 240923s2024 si s 0 eng d
020 $a 9789819743964$q(electronic bk.)
020 $a 9789819743957$q(paper)
024 7 $a 10.1007/978-981-97-4396-4 $2 doi
035 $a 978-981-97-4396-4
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334 $b .I75 2023
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .I81 2023
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Intelligence computation and applications $h [electronic resource] : $b 14th International Symposium, ISICA 2023, Guangzhou, China, November 18-19, 2023 : revised selected papers. $n Part II / $c edited by Kangshun Li, Yong Liu.
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2024.
300 $a xviii, 489 p. : $b ill., digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2147
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 $a 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.
650 0 $a Artificial intelligence $3 252958
650 0 $a Computer science $x Mathematics $3 253427
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
650 2 4 $a Computer and Information Systems Applications. $3 913125
650 2 4 $a Mathematics of Computing. $3 273710
700 1 $a Li, Kangshun. $3 739589
700 1 $a Liu, Yong. $3 259965
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-981-97-4396-4
950 $a Computer Science (SpringerNature-11645)