E-raamat: Web and Big Data: 9th International Joint Conference, APWeb-WAIM 2025, Shenyang, China, August 28-30, 2025, Proceedings, Part IV

.- 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 Relationships 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.