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| Link zu diesem Datensatz | https://d-nb.info/1388713993 |
| Titel | Web and Big Data : 9th International Joint Conference, APWeb-WAIM 2025, Shenyang, China, August 28–30, 2025, Proceedings, Part IV / edited by Jiajia Li, Richard Chbeir, Lei Li, Chuanyu Zong, Yanfeng Zhang, Mengxuan Zhang |
| Person(en) |
Li, Jiajia (Herausgeber) Chbeir, Richard (Herausgeber) Li, Lei (Herausgeber) Zong, Chuanyu (Herausgeber) Zhang, Yanfeng (Herausgeber) Zhang, Mengxuan (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, XVIII, 371 p. 158 illus., 148 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-95-5721-9 Printed edition:: ISBN: 978-981-95-5723-3 |
| Inhalt | -- Big Data Management. -- Reputation-based Blockchain Node Reallocation in Heterogeneous Networks. -- Core-set Selection Considering Parties Honesty in Vertical Federated Learning. -- Auxiliary Variables Enhanced intra- and inter-Series Tokenization for Multivariate Time Series Forecasting. -- QUEST: Query-Aware Learned Metric Index for Similarity Search. -- CFEO: Causal Feature Extraction and Optimization for Cross-Domain Text Classification. -- A Data-Balanced and Privacy-Preserving Incentive Mechanism for Federated Learning based on MADRL. -- LLM for Data Management. -- Word Pair Information is Important for Nested Named Entity Recognition. -- KAN-Based Dynamic Relational Meta-Learning for Few-Shot Knowledge Graph Completion. -- Contrastive Learning Enhanced Semi-supervisedAnomaly Detection. -- Personalized text-to-image generation using semantically enhanced diffusion models. -- MIMIC-RxBench: Benchmarking Large Language Models for Prescription Error Classification. -- Evaluating the Performance of Large Language Models on a Multi-label Classification Task. -- Prompt-Partitioned Multi-Task Learning for Universal Sentence Representations. -- Information Retrieval. -- Resolving Memory Challenges in Cluster Computing Systems Via StratifiedAsymptotic Sampling for Big Data Classification. -- Optimizing Real-time Complex Event Processing Parameter-driven Selection Policy. -- Frame-wise Multimodal Retrieval in Video Corpus with Contrastive Learning. -- Dynamic Hybrid Retrieval for Materials Science: Optimizing Information Systems for Numerical and Symbol-Intensive Knowledge Processing. -- Efficient High Utility Co-location Pattern Mining under Positive and Negative Utility Constraints. -- LFS: Efficient Account Migration across Sharded Blockchains via Lock-Free Scheduling. -- ProteinMM:Adaptive Multi-View and Task-Grouped Evolutionary Learning for Prediction of Protein Structural Features. -- SFusionNet: Airport Passenger Flow Prediction Model Based on Fusion Network. -- Demonstration Paper. -- SocialED:APython Library for Social Event Detection. -- Demonstrating SpectralCrawler: a Framework for Physical-based Integration of Heterogeneous Ground Object Spectral Libraries from the Web. -- INRCM:An Improvable Neighbor Relationship’s Co-location Miner. -- Demonstrating an Efficient System for Fast Processing and Visualization of BigAirborne Full Waveform LiDAR Data. -- APES: Interactive Pattern Mining System Based on Cross-Entropy Probability Modeling. -- Antigen: HighwayAbnormal Event Detection System Driven by Roadside Edge Computing. -- Egret: Massive Highway Monitoring Time Series Data Sharing System. -- A Privacy-Preserving Semantic Trajectory Query System in Cloud-Fog Collaborative Environments. -- DCPCPM:AMiner For Discovering Concise Prevalent Co-location Patterns. -- SPUS-Agent: LLM-Based Intelligent Agent for Subjective Perception of Urban Streets. -- KIMII: ASystem for Highway Key Information Identification and Multi-Source Data Integration. -- SHMComp:AMultifunctional System for Highway Structural Health Monitoring Data Compression. -- VEkNN:Verifiable and Encrypted kNN Search over High-Dimensional Vectors. -- Industry Paper. -- MLLM-Based Evaluation and Enhancement of Open-Set Object Detection DatasetAnnotations. -- BitalosDB: Partitioned Key-Value Storage Engine for Lower WriteAmplification. -- LLMATCH: aUnified Schema Matching Framework with Large Language Models. -- FasterTune: A New Paradigm for Database Tuning with Large Language Models and Bayesian Optimization |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2602020307076.967093447507 DOI: 10.1007/978-981-95-5722-6 |
| URL | https://doi.org/10.1007/978-981-95-5722-6 |
| ISBN/Einband/Preis | 978-981-95-5722-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 16116 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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