Data Science

10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27¿30, 2024, Proceedings, Part III
Herausgegeben:Xu, Chengzhong; Pan, Haiwei; Yu, Chen; Wang, Jianping; Han, Qilong; Song, Xianhua; Lu, Zeguang

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Communications in Computer and Information Science 2215
• Verlag: Springer / Springer Nature Singapore / Springer, Berlin
• Artikelnr. des Verlages: 978-981-97-8748-7
• Seitenzahl: 368
• Erscheinungstermin: 31. Oktober 2024
• Englisch
• Abmessung: 235mm x 155mm x 20mm
• Gewicht: 558g
• ISBN-13: 9789819787487
• ISBN-10: 9819787483
• Artikelnr.: 71520934

Inhaltsangabe

.- 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.