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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 / / edited by Chengzhong Xu, Haiwei Pan, Chen Yu, Jianping Wang, Qilong Han, Xianhua Song, Zeguang Lu
| Data Science : 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 |
| Autore | Xu Chengzhong |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (360 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) |
PanHaiwei
YuChen WangJianping HanQilong SongXianhua LuZeguang |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Data mining
Application software Machine learning Education - Data processing Data Mining and Knowledge Discovery Computer and Information Systems Applications Machine Learning Computers and Education |
| ISBN | 981-9787-49-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- 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. |
| Record Nr. | UNINA-9910903794303321 |
Xu Chengzhong
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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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 II / / edited by Chengzhong Xu, Haiwei Pan, Chen Yu, Jianping Wang, Qilong Han, Xianhua Song, Zeguang Lu
| Data Science : 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27–30, 2024, Proceedings, Part II / / edited by Chengzhong Xu, Haiwei Pan, Chen Yu, Jianping Wang, Qilong Han, Xianhua Song, Zeguang Lu |
| Autore | Xu Chengzhong |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (359 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) |
PanHaiwei
YuChen WangJianping HanQilong SongXianhua LuZeguang |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Data mining
Application software Machine learning Education - Data processing Data Mining and Knowledge Discovery Computer and Information Systems Applications Machine Learning Computers and Education |
| ISBN | 981-9787-46-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Education research, methods and materials for data science and engine. -- An empirical study of the factors influencing the improvement of education quality within higher education institutions· -- Study on the Intercultural Competence of Students in Hainan Vocational College. -- Study on the Communicative Competence of Students of Tourism-related Majors in Hainan Vocational Colleges. -- Research on the Learning Adaptability and Learning Effectiveness of College Students under the Background of Digital Education. -- Research on the Adaptability of Vocational College Majors and Industry Empirical Study Based on 14 Vocational Colleges in Hainan,China. -- Practice of the Campus Data Middle Platform Based on Lakehouse Integrated Architecture. -- Data Security and Privacy. -- Reversible Data Hiding for 3D Mesh Model Based on Block Modulus Encryption and Multi-MSB Prediction. -- QR code digital watermarking algorithm based on GWO. -- Fast CKKS Algorithm in the SEAL Library. -- A Transformer-based Video Colorization Method Fusing Local Self-Attention and Bidirectional Optical Flow. -- An NTRU Lattice-Based Chameleon Hash Scheme for Redactable Blockchain Applications. -- Traceable Decentralized Policy-Based Chameleon Hash Scheme for Blockchain Rewriting· -- SECURE IDENTITY AUTHENTICATION PROTOCOL BASED ON BLOCKCHAIN IN SMART HOME. -- False Data Injection Attack Detection Method Based on Long Time Series Prediction. -- A Hybrid Iris Recognition System Model based on Presentation Attack Detection and Traffic Monitoring Module on AIoT System. -- Big Data Mining and Knowledge Management. -- Leveraging Spatial Characteristics in Trajectory Compression: An Angle-based Bounded-error Method. -- HENF: Hierarchical Entity Neighbor Multi-Relational Fusion Network for Knowledge Graph Completion. -- TCB Intrusion Detection Method Based on Data Enhancement. -- Multi-source Heterogeneous Data Joint Diagnosis Method for Transformers Based on D-S Evidence Theory. -- Progressive Federated Learning Scheme Based on Model Pruning. -- Privacy Protection Data Aggregation Scheme Against Quantum Attacks. -- LOCATION DATA QUADTREE PARTITIONINGALGORITHM BASED ON DIFFERENTIAL PRIVACY. -- RLART: An Adaptive Radix Tree Based on Deep Reinforcement Learning. |
| Record Nr. | UNINA-9910903795703321 |
|
Xu Chengzhong
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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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 I / / edited by Chengzhong Xu, Haiwei Pan, Chen Yu, Jianping Wang, Qilong Han, Xianhua Song, Zeguang Lu
| Data Science : 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27–30, 2024, Proceedings, Part I / / edited by Chengzhong Xu, Haiwei Pan, Chen Yu, Jianping Wang, Qilong Han, Xianhua Song, Zeguang Lu |
| Autore | Xu Chengzhong |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (346 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) |
PanHaiwei
YuChen WangJianping HanQilong SongXianhua LuZeguang |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Data mining
Application software Machine learning Education - Data processing Data Mining and Knowledge Discovery Computer and Information Systems Applications Machine Learning Computers and Education |
| ISBN | 981-9787-43-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Novel methods or tools used in big data and its applications. -- Quantitative Analysis of the Factors Influencing Macao's Tourism Industry: A Gray Correlation Approach. -- Multi-AUV Hunting Strategy Based on the Lions Group Algorithm. -- Study on the Coupled and Coordinated Relationships between Social Security and Economic and Social Development in Macao. -- A Segmentation Network for Coastal Cegetation Guided by Category-Wighted Information from UAV Perspective Based on SAM. -- GAN-Based Defogging and Multiscale Fusion Approach for UAV-Based Seagrass Bed Imagery Semantic segmentation in challenging marine environments. -- SEBWatcher: Visual Analysis System for Subject, Environment and Behavior in Traffic Scenes. -- Research on the Promotion and Enhancement Paths of Hainan Wenbifeng Pangu Cultural Tourist Areas Based on Network Text Analysis. -- Based on Network Text Analysis: A Study on the Promotion Strategy of a Boundary Island for Lingshui Tourism Experience. -- Deep Reinforcement Learning Based on Greed for the Critical Cross section Identification Problem. -- Intrusion Detection Based on Feature Selection and Transformer BiGRU. -- Discussion on the construction of power 3D design platform for nested virtualized hybrid cloud. -- Applications of Data Science. -- Application of Deep Learning Models Based on Chaos Modeling in Power Internet of Things Forecasting Tasks. -- Study on compatibility of vegetable insulating oils and mineral insulating oils for transformer based on molecular simulation methods. -- Collaborative optimization scheduling model for clean energy in microgrid clusters. -- A Distributed Multi-Microgrid Intelligent Scheduling for New Power System. -- Development and Application of Intelligent Calculation Analysis Platform For Large Power Grid. -- A Deep Reinforcement Learning Control Strategy with Integrated Droop Control for Parallel DC-DC Buck Converters with CPLs. -- MST: A Comprehensive Approach for Short-Term Power Load Forecasting Based on Data Decomposition, Local and Global Modeling. -- An Approach to Identification Model for Electric Event Based on Clustering Analysis. -- Research on Prediction Models and Optimization Methods for Electrical Current Consumption of Users. -- Re-GNN: ANewModelforPredicting Circuit Reliability Degradation. -- TRANSFORMER OIL TEMPERATURE PREDICTION METHOD BASED ON CAUSAL DISCOVERY AND GNN-LSTM MODEL. -- The Electronic Power Data Traceability Model Based on Hybrid Consensus and IPFS. -- Research on complementation of new energy spot and medium to long-term transactions based on blockchain· -- Knowledge-driven Calculating Method for Transmission Section Limit of Large Power Grid. |
| Record Nr. | UNINA-9910903800503321 |
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Xu Chengzhong
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||