Databases Theory and Applications : 34th Australasian Database Conference, ADC 2023, Melbourne, VIC, Australia, November 1-3, 2023, Proceedings / edited by Zhifeng Bao, Renata Borovica-Gajic, Ruihong Qiu, Farhana Choudhury, Zhengyi Yang.

Format:

Book

Author/Creator:

Bao, Zhifeng.

Contributor:

Borovica-Gajic, Renata.

Qiu, Ruihong.

Choudhury, Farhana.

Yang, Zhengyi.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 14386

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 (392 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This book constitutes the refereed proceedings of the 34th Australasian Database Conference on Databases Theory and Applications, ADC 2023, held in Melbourne, VIC, Australia, during November 1-3, 2023. The 26 full papers presented in this volume are carefully reviewed and selected from 41 submissions. They were organized in topical sections named: Mining Complex Types of Data, Natural Language Processing and Text Analysis, Machine Learning and Computer Vision, Database Systems and Data Storage, Data Quality and Fairness for Graphs and Graph Mining and Graph Algorithms.

Contents:

Mining Complex Types of Data

kNN Join for Dynamic High-dimensional Data: A Parallel Approach

Take a Close Look at the Optimization of Deep Kernels for Non-parametric Two-sample Tests

Probabilistic Reverse Top-k Query on Probabilistic Data

Optimizing Taxi Route Planning Based on Taxi Trajectory Data Analysis

Natural Language Processing and Text Analysis

Learning Implicit Sentiment for Explainable Review-Based Recommendation

Balanced and Explainable Social Media Analysis for Public Health with Large Language Models

Prompt-based Effective Input Reformulation for Legal Case Retrieval

Surveying the Landscape: Compound Methods for Aspect-Based Sentiment Analysis

Machine Learning and Computer Vision

Towards Reliable and Efficient Vegetation Segmentation for Australian Wheat Data Analysis

SMST: A Saliency Map to Scanpath Transformer

Multi-level Storage Optimization for Intermediate Data in AI Model Training

Enhancing Night-to-Day Image Translation with Semantic Prior and Reference Image Guidance

Batch Level Distributed Training of LSTM with Infinity Norm Gradient Flow

Database Systems and Data Storage

Health Status Assessment for HDDs based on Bi-LSTM and N-dimensional Similarity Metric

Why Query Plans are Different: An Automatic Detection and Inference System

An Empirical Analysis of Just-in-Time Compilation in Modern Databases

Relational Expressions for Data Transformation and Computation

Data Quality and Fairness for Graphs

Discovering Graph Differential Dependencies

Maximum Fairness-aware (k, r)-Core Identification in Large Graphs

IFGNN: An Individual Fairness Awareness Model for Missing Sensitive Information Graphs

Efficient Maximum Relative Fair Clique Computation in Attributed Graphs

Graph Mining and Graph Algorithms

Balanced Hop-Constrained Path Enumeration in Signed Directed Graphs

An Experimental Evaluation of Two Methods on Shortest Distance Queries over Small-world Graphs

Discovering Densest Subgraph over Heterogeneous Information Networks

Influence Maximization Revisited

On Directed Densest Subgraph Detection.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Bao, Zhifeng Databases Theory and Applications

ISBN:

9783031478437

3031478436

OCLC:

1409031184