05918nam a22006495i 4500 978-981-97-8749-4 DE-He213 20251030113255.0 cr nn 008mamaa 241031s2024 si | s |||| 0|eng d 9789819787494 978-981-97-8749-4 10.1007/978-981-97-8749-4 doi QA76.9.D343 UNF bicssc UYQE bicssc COM021030 bisacsh UNF thema UYQE thema Data Science [electronic resource] : 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27–30, 2024, Proceedings, Part III / edited by Chengzhong Xu, Haiwei Pan, Chen Yu, Jianping Wang, Qilong Han, Xianhua Song, Zeguang Lu. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XVII, 349 p. 206 illus., 141 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2215 -- Infrastructure for Data Science. -- Android malware detection method based on machine learning. -- A lightweight edge network intrusion detection system based on MobileVit. -- TRAFFICNET: A NOVEL NETWORK PERFORMANCE PREDICTION MODEL VIA AGGREGATOR-BASED ENHANCEMENT. -- Social Media and Recommendation System. -- Sentiment analysis for public opinion based on MapReduce and PSO-SVR. -- Personalized Novel Recommendation System Based on Filtering and Sentiment Analysis. -- Enhancing Relevance and Efficiency in Visual Question Generation through Redundant Object Filtering. -- Chinese Named Entity Recognition Algorithm integrating Vocabulary Information. -- WSDSum:Unsupervised Extractive Summarization Based. -- IPFS-DKRM: an efficient keyword retrieval model of IPFS based on ART. -- Multimedia Data Management and Analysis. -- Multi-Modal Variable-Channel Spatial-Temporal Semantic Action Recognition Network. -- Enhanced and pruned motion planning based on bird's-eye view. -- CCU-NET: CBAM and Cascaded Edge Detection Optimization U-NET for Remote Sensing Image Segmentation. -- Speech Emotion Recognition Using U-Net. -- Non-Invasive Load Decomposition Model Based On Inception-SimAM-BiLSTM. -- A Data-driven Coordinated Active And Reactive Dispatching Strategy For Photovoltaics. -- PDTNet: An Image-Based Model for PV Panel Defect Detection. -- SAMCNet:A Multi-Channel Face Anti-Spoofing Network Combined with Hyperspectral Images via Self-Attention Mechanism. -- Image Tampering Detection Method Based on Hybrid Attention Mechanism. -- ZhouStage-zero A Dynamic Ensemble method for Intrusion Detection in Industrial Control System. -- High-precision Anime Conversion Model based on Generative Adversarial Networks. -- Anomaly Segmentation in Foggy Weather for Autonomous Driving with Adaptive Learnable Filters. -- Image tampering localization based on dual-stream feature fusion. -- Multi-scale Image Tampering Detection Using Inception-UNet Network. -- Fetal Congenital Heart Disease Diagnosis Based On CBAM-Enhanced ResNet-50. -- Transformers for Single Object Tracking: Temporal Context Propagation and Frame Relationship Modeling. -- AFETY HELMET WEARING DETECTION BASED ON YOLOv7. This three-volume set CCIS 2213-2215 constitutes the refereed proceedings of the 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, held in Macau, China, during September 27–30, 2024. The 74 full papers and 3 short papers presented in these three volumes were carefully reviewed and selected from 249 submissions. The papers are organized in the following topical sections: Part I: Novel methods or tools used in big data and its applications; applications of data science. Part II: Education research, methods and materials for data science and engine; data security and privacy; big data mining and knowledge management. Part III: Infrastructure for data science; social media and recommendation system; multimedia data management and analysis. Data mining. 6941 Application software. Machine learning. 55059 Education Data processing. Data Mining and Knowledge Discovery. Computer and Information Systems Applications. Machine Learning. 55059 Computers and Education. Xu, Chengzhong. editor. edt http://id.loc.gov/vocabulary/relators/edt 86910 Pan, Haiwei. editor. edt http://id.loc.gov/vocabulary/relators/edt 86911 Yu, Chen. editor. edt http://id.loc.gov/vocabulary/relators/edt Wang, Jianping. editor. edt http://id.loc.gov/vocabulary/relators/edt 82540 Han, Qilong. editor. edt http://id.loc.gov/vocabulary/relators/edt 86912 Song, Xianhua. editor. edt http://id.loc.gov/vocabulary/relators/edt 68192 Lu, Zeguang. editor. edt http://id.loc.gov/vocabulary/relators/edt 68193 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819787487 Printed edition: 9789819787500 Communications in Computer and Information Science, 1865-0937 ; 2215 66508 https://doi.org/10.1007/978-981-97-8749-4 ZDB-2-SMA ZDB-2-SXMS 64652 64652