05069nam 22006495 450 99656587090331620231106212314.03-031-47843-610.1007/978-3-031-47843-7(MiAaPQ)EBC30870273(Au-PeEL)EBL30870273(DE-He213)978-3-031-47843-7(EXLCZ)992878195100004120231106d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDatabases Theory and Applications[electronic resource] 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 Yang1st ed. 2024.Cham :Springer Nature Switzerland :Imprint: Springer,2024.1 online resource (392 pages)Lecture Notes in Computer Science,1611-3349 ;14386Print version: Bao, Zhifeng Databases Theory and Applications Cham : Springer,c2023 9783031478420 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.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.Lecture Notes in Computer Science,1611-3349 ;14386Database managementData structures (Computer science)Information theoryComputer networksDatabase Management SystemDatabase ManagementData Structures and Information TheoryComputer Communication NetworksDatabase management.Data structures (Computer science).Information theory.Computer networks.Database Management System.Database Management.Data Structures and Information Theory.Computer Communication Networks.005.7Bao Zhifeng1437862Borovica-Gajic Renata1437863Qiu Ruihong1437864Choudhury Farhana1437865Yang Zhengyi1437866MiAaPQMiAaPQMiAaPQBOOK996565870903316Databases Theory and Applications3598696UNISA