Databases Theory and Applications : 35th Australasian Database Conference, ADC 2024, Gold Coast, QLD, Australia, and Tokyo, Japan, December 16–18, 2024, Proceedings / edited by Tong Chen, Yang Cao, Quoc Viet Hung Nguyen, Thanh Tam Nguyen.

Format:

Book

Author/Creator:

Chen, Tong.

Contributor:

Cao, Yang.

Nguyen, Quoc Viet Hung.

Nguyễn, Thanh Tâm.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 15449

Language:

English

Subjects (All):

Database management.

Data structures (Computer science).

Information theory.

Computer networks.

Database Management System.

Database Management.

Data Structures and Information Theory.

Computer Communication Networks.

Local Subjects:

Database Management System.

Database Management.

Data Structures and Information Theory.

Computer Communication Networks.

Physical Description:

1 online resource (545 pages)

Edition:

1st ed. 2025.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2025.

Summary:

This LNCS volume constitutes the referred proceedings of 35th Australasian Database Conference, ADC 2024, held in Gold Coast, QLD, Australia and Tokyo, Japan, during December 16-18, 2024. The 38 full papers included in these proceedings were carefully reviewed and selected from 90 submissions. They focus on latest advancements and innovative applications in database systems, data-driven applications, and data analytics. .

Contents:

Research Track Papers

Robustness Analysis on Self Ensemble Models in Time Series Classification

Queries Optimised LLM Empowered Active Learning for Social Media Analysis of Human Behaviour in Bushfire Evacuations

An Experimental Comparison of RDF Systems on Cloud

Hierarchical Spatial Temporal Graph Enhanced Model for Map Matching

Stability Driven CNN Training with Lyapunov Based Dynamic Learning Rate

TIformer A Transformer Based Framework for Time Series Forecasting with Missing Data

Towards Comprehensive Innovation Landscape Technology Retrieval meets Large Language Models

First Past the Post Evaluating Query Optimization in MongoDB

High order Recommendation with Heterophilic Hypergraph Diffusion

Sub Graph Sharing for Faster Betweenness Centrality Computation on Road Networks

Mining Rare Temporal Pattern in Time Series

Multi Slot Tag Assignment Problem in Billboard Advertisement

Meta Learner Based Method for Classifying Skin Cancer Types from Dermoscopic Images Utilizing Deep Learning

Exploring the Meaningfulness of Nearest Neighbor Search in High Dimensional Space

Efficient Shortest Path Computation for Electric Vehicles in Time Dependent Networks

Keyword based Betweenness Centrality Maximization in Attributed Graphs

Efficient Answering of k Reachability on Temporal Bipartite Graphs

Correlation between Macro Economic Variables and Financial Sector Australian Share Market Index

Preference Learning Based on Dynamic Dual Cognition for Group Recommendation

Distributed Hop Constrained s t Simple Path Enumeration in Labelled Graphs

Time Efficient Path Planning Algorithm for Mobile Robots on Uneven Terrain

Mining Irregular Time Series Data with Noisy Labels A Risk Estimation Approach

CLMM Uncertainty Aware Map Matching for Bluetooth Data through Contrastive Learning

Tri Modality Collaborative Learning for Person Re Identification

Graph Neural Patching for Cold Start Recommendations

GIG Graph Data Imputation with Graph Differential Dependencies

α Persistent Temporal Clique Enumeration with an Application

Transferable Attacks for Semantic Segmentation

Mitigate the Damage of Rumor on Susceptible Group

Knowledge Assisted Small Object Detection

Knowledge Extraction of Combat Document via Sequence Generation

MIDNet Neural Based Efficient Delivery of Multispectral Satellite Image Data

A Lifelong Conflict Aware AGV Routing System

BustedURL Collaborative Multi Agent System for Real Time Malicious URL Detection

Sherpherding Track Papers

Recommendation Algorithm to Further Ethereum Client Diversity

Maximum Weight Relative Fair Clique Computation in Attributed Graphs

An Experimental Evaluation of LLM on Image Classification

Facial Memorization of Diffusion Model.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9789819612420

981961242X

OCLC:

1481797583