Database Systems for Advanced Applications (eBook, PDF)

30th International Conference, DASFAA 2025, Singapore, Singapore, May 26-29, 2025, Proceedings, Part II
Redaktion: Zhu, Feida; Zhang, Bingxue; Ding, Wei; Shim, Kyuseok; Lim, Ee-Peng; Nadamoto, Akiyo; Yu, Philip S.

• Format: PDF

Produktbeschreibung

This six-volume set LNCS 15986-15991 constitutes the proceedings of the 30th International Conference on Database Systems for Advanced Applications, DASFAA 2025, held in Singapore, during May 26-29, 2025. The 136 full papers presented in this book together with 89 short papers were carefully reviewed and selected from 731 submissions. They cover topics such as

Part I- Machine Learning and Text. Part II- Emerging Application; NLP and Spatial-Temporal. Part III- Graph; Knowledge Graph. Part V- Recommendation and Security & Privacy. Part VI- Language Model; Industry Papers and Demo Papers.

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 770
• Erscheinungstermin: 1. Januar 2026
• Englisch
• ISBN-13: 9789819538300
• Artikelnr.: 76269293

Inhaltsangabe

.
Emerging Application. .
UFIN: Universal Feature Interaction Network for Multi
Domain Click
Through Rate Prediction. .
MSAQE: A Large
scale Dataset for Multi
view Scenic Areas Quality Evaluation. .
Experts2team: Task Relevance
Induced Team Formation by Combining Global Cohesion with Local Decoupling. .
From Static to Dynamic: GNNs
Driven Clinical Decision
Making Assistance. .
RasterPIP: Answering Point
in
polygon Query with GPU
native Transformation and Rasterization. .
A Universal Framework for Compressing Embeddings in CTR Prediction. .
Fairness
Aware Ride
sharing Assignment. .
RADIO: Effective and Efficient Anomalous Subgraph Discovery in Financial Networks. .
Design and Implementation of Decentralized Data Protection Protocol for Generative AI. .
Enhancing Protein
Ligand Binding Affinity Prediction via Parameter
Efficient Fine
Tuning of Protein and Chemical Language Models. .
MVIC: Multi
View Information Collaborative Fusion for Drug
Drug Interaction Prediction. .
Killing two birds with one stone: A Spatio
Temporal Prompt for the Inductive Traffic Extrapolation. .
NLP .
PET
SQL: A Prompt
Enhanced Two
Round Refinement of Text
to
SQL with Cross
consistency. .
Enhancing Zero
shot Emotion Perception in Conversation through the Internal
to
External Chain
of Thought. .
Enhancing Multi
turn Dialogue Consistency with Localized
Generalized Persona Expansion. .
Breaking Size Barrier: Enhancing Reasoning for Large
size Table Question Answering. .
A Structure
aware Generative Model for Biomedical Event Extraction. .
Asking Diversified Reasonable Questions with External Commonsense Knowledge to Infer Inconsistency for Multi
modal Clickbait Detection. .
Multi
View Attention Syntactic Enhanced Graph Convolutional Network for Aspect
based Sentiment Analysis. .
GoT
R: Enhancing Large Language Models for Complex Question Answering with Graph
of
Thought Guided Reasoning. .
From Memorization to Discovery: A Novel Benchmark for Relational Triple Extraction. .
T3SVFND: Towards an Evolving Fake News Detector for Emergencies with Test
time Training on Short Video Platforms. .
DlGR
KB: Dual
level Graph Reasoning with Key Block Decoupling for Multi
Party Dialogue Reading Comprehension. .
Semi
supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs. .
Decompose then Discriminate: LLMs
Grounded In
Context Learning for Few
Shot Knowledge Base Question Answering. .
Rule Mining from Text: A Semantic
Relational Logic Approach. .
MR
SQL: Multi
Level Retrieval Enhances Inference for LLM in Text
to
SQL. .
BRIDGE
Embed: A Novel LLM
based Document and Sentence Retrieval Method. .
Correlation
Aware Reordered Scanning Mamba for Multivariate Time Series Forecasting.     .
CoopKG: An Academic Knowledge Graph for Question Answering Systems. .
Chain
of
Thought Prompting with Causal Intervention for Multimodal Aspect
based Sentiment Analysis. .
A Large Language Model Guided Topic Refinement Mechanism for Short Text Modeling. .
SimRe: A Simulation of Memes Recreation for Memes Category Detection. .
HF
Mamba: Improving Multimodal Classification via Hierarchical Fusion based on Mamba. .
Augmenting Transformers with Enhanced Dependency Structures by Treating Relations as New Words. .
Tuning Vision
Language Models with Candidate Labels by Prompt Alignment. .
Enhancing Time Series Forecasting via Multi
Level Text Alignment with LLMs. .
SCFormer: Structured Channel
wise Transformer with Cumulative Historical State for Multivariate Time Series Forecasting. .
Unsupervised Fact Error Correction Modeling by Using Span
Level Contrastive Learning. .
Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context. .
CELLM: Curvature Enhanced Large Language Models for Graph Structure Learning. .
Aspect
Aware Affective Focus Network For Joint Multimodal Aspect Sentiment Analysis. .
Spatial
Temporal. .
STGDPM:Vessel Trajectory Prediction with Spatio
Temporal Graph Diffusion Probabilistic Model. .
DRENet: A Dual
branch Road Extraction Network for Enhanced Connectivity. .
Towards An Efficient and Effective En Route Travel Time Estimation Framework. .
Time
aware Meta
path Aggregation on Heterogeneous Temporal Graphs. .
STSC
Net: Leveraging Spatial, Temporal, and Semantic Context for Road Network Trajectory Prediction. .
Durable Community Search on Temporal Graphs. .
Boost Dynamic Community Detection via Exploiting Member Transition Information. .
MCTM: Multi
Chord Distributed System for Efficient Trajectory Data Management in Mobile Edge Computing.  .
Continuous Dynamic Modeling via Neural ODEs for Popularity Trajectory Prediction. .
Structural Entropy Based Spatio
temporal Sequence Forecasting. .
Grayscale Image
based Top
k Spatial Dataset Search Processing. .
EPMC: An Enhanced Pre
training Model for Cellular Trajectory Representation Learning. .
Enriching Complex Event Forecasting with Nested Patterns. .
Enhancing Cross
Lingual Dialogue Summarization through Interpretable Chain
of
Thought. .
Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting. .
TS
FourierLLM: Frozen Frequency
Domain Large Language Blocks for Enhancing Time
Series Modeling.