Data Science
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.
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Content
.- 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.
