LEADER 05129nam 22007215 450 001 9910760300803321 005 20251113191300.0 010 $a3-031-46671-3 024 7 $a10.1007/978-3-031-46671-7 035 $a(MiAaPQ)EBC30867571 035 $a(Au-PeEL)EBL30867571 035 $a(DE-He213)978-3-031-46671-7 035 $a(CKB)28781785800041 035 $a(EXLCZ)9928781785800041 100 $a20231104d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvanced Data Mining and Applications $e19th International Conference, ADMA 2023, Shenyang, China, August 21?23, 2023, Proceedings, Part III /$fedited by Xiaochun Yang, Heru Suhartanto, Guoren Wang, Bin Wang, Jing Jiang, Bing Li, Huaijie Zhu, Ningning Cui 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (386 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14178 311 08$aPrint version: Yang, Xiaochun Advanced Data Mining and Applications Cham : Springer,c2023 9783031466700 320 $aIncludes bibliographical references and index. 327 $aPharmaceutical Data Analysis -- Drug-target interaction prediction based on drug subgraph fingerprint extraction strategy and subgraph attention mechanism -- Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding -- Graph Convolution Synthetic Transformer for Chronic Kidney Disease Onset Prediction -- MTFL: Multi-task feature learning with joint correlation structure learning for Alzheimer?s disease cognitive performance prediction -- Multi-Level Transformer for Cancer Outcome Prediction in Large-Scale Claims Data -- Individual Functional Network Abnormalities Mapping via Graph Representation-based Neural Architecture Search -- A novel application of a mutual information measure for analysing temporal changes in healthcare network graphs -- Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation -- Text Classification -- ParaNet:Parallel Networks with Pre-trained Models for Text Classification -- Open Text Classification Based on Dynamic Boundary Balance -- A Prompt Tuning Method for Chinese Medical Text Classification -- TabMentor: Detect Errors on Tabular Data with Noisy Labels -- Label-aware Hierarchical Contrastive Domain Adaptation for Cross-network Node Classification -- Semi-supervised classification based on Graph Convolution Encoder Representations from BERT -- Global Balanced Text Classification for Stable Disease Diagnosis -- Graph -- Dominance Maximization in Uncertain Graphs -- LAGCL: Towards Stable and Automated Graph Contrastive Learning -- Discriminative Graph-level Anomaly Detection via Dual-students-teacher Model -- Common-Truss-based Community Search on Multilayer Graphs -- Learning To Predict Shortest Path Distance -- Efficient Regular Path Query Evaluation with Structural Path Constraints.EnSpeciVAT: Enhanced SpeciVAT for Cluster Tendency Identification in Graphs -- Pessimistic Adversarially Regularized Learning for Graph Embedding -- M2HGCL: Multi-Scale Meta-Path Integrated Heterogeneous Graph Contrastive Learning. 330 $aThis book constitutes the refereed proceedings of the 19th International Conference on Advanced Data Mining and Applications, ADMA 2023, held in Shenyang, China, during August 21?23, 2023. The 216 full papers included in this book were carefully reviewed and selected from 503 submissions. They were organized in topical sections as follows: Data mining foundations, Grand challenges of data mining, Parallel and distributed data mining algorithms, Mining on data streams, Graph mining and Spatial data mining. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14178 606 $aData mining 606 $aArtificial intelligence 606 $aApplication software 606 $aComputer vision 606 $aEducation$xData processing 606 $aComputer systems 606 $aData Mining and Knowledge Discovery 606 $aArtificial Intelligence 606 $aComputer and Information Systems Applications 606 $aComputer Vision 606 $aComputers and Education 606 $aComputer System Implementation 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aApplication software. 615 0$aComputer vision. 615 0$aEducation$xData processing. 615 0$aComputer systems. 615 14$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aComputer and Information Systems Applications. 615 24$aComputer Vision. 615 24$aComputers and Education. 615 24$aComputer System Implementation. 676 $a006.3 702 $aYang$b Xiaochun 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910760300803321 996 $aAdvanced Data Mining and Applications$92982700 997 $aUNINA