Databases Theory and Applications : 33rd Australasian Database Conference, ADC 2022, Sydney, NSW, Australia, September 2–4, 2022, Proceedings / / edited by Wen Hua, Hua Wang, Lei Li

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
• Edizione: 1st ed. 2022.
• Descrizione fisica: 1 online resource (223 pages)
• Disciplina: 005.7; 005.74
• Soggetto topico: Database management; Data structures (Computer science); Information theory; Computer networks; Database Management System; Database Management; Data Structures and Information Theory; Computer Communication Networks
• Persona (resp. second.): HuaWen; WangHua; LiLei, Dr.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: On International Chinese Education Index Ranking in A Global Perspective -- Multi-objective Social Network Detection - A Graph Database Supported NSGA-II Based Approach -- Full Research Papers A Top-Down Scheme for Coverage Centrality Queries on Road Networks -- Personalized Arrhythmia Detection based on Lightweight Autoencoder and Variational Autoencoder -- Efficient kNN Join over Dynamic High-dimensional Data -- Diverse Shortest Paths in Game Maps: A Comparative User Study and Experiments -- Predicting Taxi Hotspots in Dynamic Conditions using Graph Neural Network -- Analysing big brain signal data for advanced Brain Computer Interface system -- Hop-constrained s-t Simple Path Enumeration in Large Uncertain Graphs -- Improving Eco-Friendly Routing Considering Detailed Mobility Profiles, Driving Behavior and Vehicle Type -- Real-time Detection and Visualization of Traffic Conditions by Mining Twitter Data -- FluMA: An Intelligent Platform for Influenza Monitoring and Analysiss -- Enhancingsystem security by Intrusion Detection using Deep learning -- . . . 148 Lakshit Sama and Hua Wang Challenges in Electroencephalography Data Processing Using Machine Learning Approaches -- Database States Exhibiting Tree Projection Necessity -- Comparative Study of Transformer Models -- Removing Performance Bottleneck of Timestamp Allocation in Two-Phase Locking based Protocol -- Performance prediction of songs on online music platforms -- Artificial Intelligence -- Bloom Filters and Hashing -- Clustering and Classification -- Data Mining and Knowledge Discovery -- Feature Selection -- High-Dimensional and Temporal Data -- Information Retrieval -- Medical Technologies -- Neural Networks -- Query Processing and Optimization -- Recommender Systems -- Social Data Management -- Social Networks -- Spatial Data Processing and Management -- Stream and Sensor Data Management.
• Sommario/riassunto: This book constitutes the refereed proceedings of the 33rd International Conference on Databases Theory and Applications, ADC 2022, held in Sydney, Australia, in September 2022. The conference is co-located with the 48th International Conference on Very Large Data Bases, VLDB 2022. The 9 full papers presented together with 8 short papers were carefully reviewed and selected from 36 submissions. ADC focuses on database systems, data-driven applications, and data analytics.
• Titolo autorizzato: Databases Theory and Applications
• ISBN: 9783031155123; 3031155122
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910591030403321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 1611-3349 ; ; 13459