LEADER 04769nam 22007095 450 001 9910591030403321 005 20251225203449.0 010 $a9783031155123 010 $a3031155122 024 7 $a10.1007/978-3-031-15512-3 035 $a(MiAaPQ)EBC7078024 035 $a(Au-PeEL)EBL7078024 035 $a(CKB)24791989300041 035 $a(PPN)264191579 035 $a(BIP)85476513 035 $a(BIP)85215754 035 $a(DE-He213)978-3-031-15512-3 035 $a(EXLCZ)9924791989300041 100 $a20220826d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDatabases Theory and Applications $e33rd Australasian Database Conference, ADC 2022, Sydney, NSW, Australia, September 2?4, 2022, Proceedings /$fedited by Wen Hua, Hua Wang, Lei Li 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (223 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v13459 311 08$aPrint version: Hua, Wen Databases Theory and Applications Cham : Springer International Publishing AG,c2022 9783031155116 320 $aIncludes bibliographical references and index. 327 $aOn 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. 330 $aThis book constitutes the refereed proceedings of the 33rd International Conference on Databases Theory and Applications, ADC 2022, held in Sydney, Australia, in September 2022. The conference is co-located with the 48th International Conference on Very Large Data Bases, VLDB 2022. The 9 full papers presented together with 8 short papers were carefully reviewed and selected from 36 submissions. ADC focuses on database systems, data-driven applications, and data analytics. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v13459 606 $aDatabase management 606 $aData structures (Computer science) 606 $aInformation theory 606 $aComputer networks 606 $aDatabase Management System 606 $aDatabase Management 606 $aData Structures and Information Theory 606 $aComputer Communication Networks 615 0$aDatabase management. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 0$aComputer networks. 615 14$aDatabase Management System. 615 24$aDatabase Management. 615 24$aData Structures and Information Theory. 615 24$aComputer Communication Networks. 676 $a005.7 676 $a005.74 702 $aHua$b Wen 702 $aWang$b Hua 702 $aLi$b Lei$cDr. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910591030403321 996 $aDatabases Theory and Applications$92184176 997 $aUNINA