LEADER 00967nam0 22002651i 450 001 RML0298494 005 20231121125741.0 010 $a221302426X 100 $a20121121d1989 ||||0itac50 ba 101 | $afre 102 $afr 181 1$6z01$ai $bxxxe 182 1$6z01$an 200 1 $aOeuvres$fVolney 210 $aParis $cFayard $dc1989 215 $a2 v.$cfig.$d22 cm 700 0$aVolney$3RMLV192779$01304765 801 3$aIT$bIT-01$c20121121 850 $aIT-FR0017 899 $aBiblioteca umanistica Giorgio Aprea$bFR0017 912 $aRML0298494 950 0$aBiblioteca umanistica Giorgio Aprea$d 52CIS 10/1000$e 52VM 0000683485 VM barcode:00044995. - Inventario:2711 FLSVM$fA $h20070417$i20121204$d 52CIS 10/1000.2$e 52VM 0000683475 VM barcode:00044994. - Inventario:2712 FLSVM$fA $h20070417$i20121204 977 $a 52 996 $aOeuvres$93629395 997 $aUNICAS LEADER 06627nam 22007455 450 001 9910632486403321 005 20251113193021.0 010 $a9783031220647 010 $a3031220641 024 7 $a10.1007/978-3-031-22064-7 035 $a(MiAaPQ)EBC7145527 035 $a(Au-PeEL)EBL7145527 035 $a(CKB)25456386800041 035 $a(OCoLC)1351749703 035 $a(PPN)266348874 035 $a(DE-He213)978-3-031-22064-7 035 $a(EXLCZ)9925456386800041 100 $a20221123d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvanced Data Mining and Applications $e18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28?30, 2022, Proceedings, Part I /$fedited by Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li 205 $a1st ed. 2022. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2022. 215 $a1 online resource (552 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13725 311 08$aPrint version: Chen, Weitong Advanced Data Mining and Applications Cham : Springer,c2022 9783031220630 320 $aIncludes bibliographical references and index. 327 $aFinance and Healthcare -- Application of Supplemental Sampling and Interpretable AI in Credit Scoring for Canadian Fintechs: Methods and Case Studies -- A Deep Convolutional Autoencoder-based Approach for Parkinson's Disease Diagnosis Through Speech Signals -- Mining the Potential Relationships Between Cancer Cases and Industrial Pollution Based on High-influence Ordered-pair Patterns -- Finding Hidden Relationships Between Medical Concepts By Leveraging Metamap And Text Mining Techniques -- Causality Discovery Based on Combined Causes and Multiple Causes in Drug-drug Interaction -- An Integrated Medical Recommendation Mechanism Combining Promote Product Singular Value Decomposition and Knowledge Graph -- Web and IoT Applications -- Joint Extraction of Entities and Relations in The News Domain -- Event Detection From Web Data in Chinese Based on Bi-LSTM with Attention -- Sentiment Analysis of Tweets Using Deep Learning -- Cyber Attack Detection in IoT Networks with Small Samples: Implementation and Analysis -- SATB: A Testbed of IoT-based Smart Agriculture Network for Dataset Generation -- An Overview on Reducing Social Networks' Size -- AuCM: Course Map Data Analytics for Australian IT Programs in Higher Education -- Profit Maximization using Social Networks in Two-Phase Setting -- On-device Application -- SESA: Fast Trajectory Compression Method Using Sub-trajectories Segmented by Stay Areas -- Android Malware Detection Based on Stacking and Multi-feature Fusion -- In uential Billboard Slot Selection using Pruned Submodularity Graph -- Quantifying Association Between Street-Level Urban Features and Crime Distribution Around Manhattan Subway Entrances -- The Coherence and Divergence Between the Objective and Subjective Measurements of Street Perceptions for Shanghai -- Other Applications -- A Comparative Study of Question Answering over Knowledge Bases -- A Deep Learning Framework for Removing Bias from Single-Photon Emission Computerized Tomography -- Popularity Forecasting for Emerging Research Topics at its Early Stage of Evolution -- Positive Unlabeled Learning by Sample Selection and Prototype Refinement -- Handling missing data with Markov boundary -- Pattern Mining -- An Efficient Method for outlying Aspect Mining based on Genetic Algorithm -- Effective Mining of Contrast Hybrid Patterns from Nominal-numerical Mixed Data -- TPFL: Test Input Prioritization for Deep Neural Networks Based on Fault Localization -- Mining Maximal Sub-prevalent Co-location Patterns Based on k-hop -- An Association Rule Mining-Based Framework for the Discovery of Anomalous Behavioral Patterns -- Mining E-closed High Utility Co-location Patterns From Spatial Data -- Graph Mining -- Implementation and Analysis of Centroid Displacement based k-Nearest Neighbors -- EvAnGCN: Evolving Graph Deep Neural Network Based Anomaly Detection in Blockchain -- Deterministic Graph-Walking Program Mining -- A Benchmarking Evaluation of Graph Neural Networks on Traffic Speed Prediction -- Multi-view Gated Graph Convolutional Network for Aspect-Level Sentiment Classification -- Decentralized Graph Processing for Reachability Queries -- Being Automated or Not? Risk Identification of Occupations with Graph Neural Networks. 330 $aThe two-volume set LNAI 13725 and 13726 constitutes the proceedings of the 18th International Conference on Advanced Data Mining and Applications, ADMA 2022, which took place in Brisbane, Queensland, Australia, in November 2022. The 72 papers presented in the proceedings were carefully reviewed and selected from 198 submissions. The contributions were organized in topical sections as follows: Finance and Healthcare; Web and IoT Applications; On-device Application; Other Applications; Pattern Mining; Graph Mining; Text Mining; Image, Multimedia and Time Series Data Mining; Classification, Clustering and Recommendation; Multi-objective, Optimization, Augmentation, and Database; and Others. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13725 606 $aArtificial intelligence 606 $aDatabase management 606 $aData mining 606 $aSocial sciences$xData processing 606 $aData structures (Computer science) 606 $aInformation theory 606 $aArtificial Intelligence 606 $aDatabase Management 606 $aData Mining and Knowledge Discovery 606 $aComputer Application in Social and Behavioral Sciences 606 $aData Structures and Information Theory 615 0$aArtificial intelligence. 615 0$aDatabase management. 615 0$aData mining. 615 0$aSocial sciences$xData processing. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 14$aArtificial Intelligence. 615 24$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aData Structures and Information Theory. 676 $a943.005 676 $a006.312 702 $aChen$b Weitong 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910632486403321 996 $aAdvanced Data Mining and Applications$92982700 997 $aUNINA