Data Science : 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27-30, 2024, Proceedings, Part III (Communications in Computer and Information Science) / Xu, Chengzhong (EDT)/ Pan, Haiwei (EDT)/ Yu, Chen (EDT)

Data Science : 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27-30, 2024, Proceedings, Part III (Communications in Computer and Information Science) （2024）

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Data Science : 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27-30, 2024, Proceedings, Part III (Communications in Computer and Information Science) （2024）

Xu, Chengzhong (EDT)/ Pan, Haiwei (EDT)/ Yu, Chen (EDT)

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Springer Nature（2024/12発売）
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製本 Paperback:紙装版/ペーパーバック版／ページ数 361 p.
言語 ENG
商品コード 9789819787487

Full Description

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.

.- 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.