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| Link zu diesem Datensatz | https://d-nb.info/1381461557 |
| Titel | Knowledge Science, Engineering and Management : 18th International Conference, KSEM 2025, Macao, China, August 4–7, 2025, Proceedings, Part V / edited by Tianqing Zhu, Wanlei Zhou, Congcong Zhu |
| Person(en) |
Zhu, Tianqing (Herausgeber) Zhou, Wanlei (Herausgeber) Zhu, Congcong (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XII, 329 p. 89 illus., 77 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-95-3060-1 Printed edition:: ISBN: 978-981-95-3062-5 |
| Inhalt | -- Global Discovery: A Global Graph-RAG Approach for Query-Focused Multimodal Summarization Across Multiple PDF Papers. -- Metric Embedding Initialization-Based Differentially Private and Explainable Graph Clustering. -- M³Net: Multimodal-Feature-masked Networks for Fake News Detection. -- TB-DML4HS: A Task-Based Modeling and Causal Effect Estimation Method Using DML for Heterogeneous UAV Swarm. -- WebGCN: Web Information Extraction Algorithm Based on Graph Neural Networks. -- Federated Rank Learning with Dimensionality Reduction and Clustering for Electricity Load Forecasting. -- Context-Aware Vectors: A New Method Integrating Personality into LLMs for Enhanced Sentiment Analysis. -- Research on Detection and Reconstruction of Multiple Types of Anomalies in Wind Speed-Power Data of Wind Farms. -- An LLM-enabled data augmentation framework for low-resource scenarios. -- Lightweight Remote Sensing Tiny Object Detection Model Based on YOLOv8n Architecture. -- Causal Encoding Generative Model Based on Attention and KAN. -- TRVP: Transformer-VAE Framework for 3D Point Cloud Instance Segmentation. -- A Metapath-based Neighborhood Reconstruction network for Graph Anomaly Detection. -- DarkFusionNet: A Fusion Neural Network Based Architecture for Darknet Text Classification. -- Key Nodes Evaluation for Human Proximity Networks Based on Gravity Model. -- SRViT-MCNet: An IoT malware classification model. -- MultiTEmb: Multi-Scale Embeddings for Temporal KG Completion. -- Education Distillation: Let the Model Learn in the School. -- A Multi-Source Temporal Graph Approach for Reliable Market Forecasting with LLM Synergy. -- Memory-Enhanced Transformer Adaptive Graph Convolutional Recurrent Network for traffic flow forecasting. -- Investigation into Auto-Scaling Mechanisms in Cloud Computing. -- Multi-Receptive-Field Feature Fusion Knowledge Graph Embedding for Link Prediction. -- RAG with Visual Alert: Boosting Multimodal Language Models for Enhanced Visual Question Answering. -- Dynamic Heterogeneous Graph Neural Network for Personality Detection in Chinese Social Media Texts. -- DualCBR: Cross-Modal Collaborative Filtering with Bidirectional Alignment for Long-Tail Recommendation. -- Semantic Information Extraction with Language Models for Zero-Day Attack Detection. -- A Review of Optimization Techniques for Large Language Model Inference. -- GeoER: A Challenging Benchmark for Geometric Element Recognition. -- SocioSupplyAlert: Comprehensive Supply Chain Crisis Prediction Using LLMs and Social Media Data. -- SKG-LLM: Enhancing Large Language Models with Sentiment Knowledge Graphs for Fine-Grained Sentiment Analysis. -- Harnessing Heterogeneous Social Networks for Better Group Recommendations: An Integrated Approach Towards Cold-start Problem. -- An Agent-Based Cybersecurity Framework Enhanced by Large Language Models: Integrating Retrieval-Augmented Generation and Monte Carlo Tree Search. -- Constrained Multi-agent Reinforcement Learning Approach on Wireless Charging Scheduling. -- A Dual-Module System Design and Application for Digital Payment Fraud Detection |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2511130307294.318280585041 DOI: 10.1007/978-981-95-3061-8 |
| URL | https://doi.org/10.1007/978-981-95-3061-8 |
| ISBN/Einband/Preis | 978-981-95-3061-8 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Artificial Intelligence ; 15923 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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