LEADER 04389nam 22007575 450 001 9910633935503321 005 20250610154353.0 010 $a9789811987465 010 $a9811987467 024 7 $a10.1007/978-981-19-8746-5 035 $a(MiAaPQ)EBC7152386 035 $a(Au-PeEL)EBL7152386 035 $a(CKB)25607668200041 035 $a(DE-He213)978-981-19-8746-5 035 $a(EXLCZ)9925607668200041 100 $a20221201d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Mining $e20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12?15, 2022, Proceedings /$fedited by Laurence A. F. Park, Heitor Murilo Gomes, Maryam Doborjeh, Yee Ling Boo, Yun Sing Koh, Yanchang Zhao, Graham Williams, Simeon Simoff 205 $a1st ed. 2022. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2022. 215 $a1 online resource (256 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1741 300 $aIncludes index. 311 08$aPrint version: Park, Laurence A. F. Data Mining Singapore : Springer,c2023 9789811987458 327 $aResearch Track -- Measuring Content Preservation in Textual Style Transfer -- A Temperature-Modified Dynamic Embedded Topic Model -- Measuring Difficulty of Learning using Ensembles Methods -- Graph Embeddings for Non-IID Data Feature Representation Learning -- Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations -- WinDrift: Early Detction of Concept Drift through the use of Corresponding and Hierarchical Time Windows -- Investigation of Explainability Techniques for Multimodal Transformers -- Effective Imbalance Learning Utilizing Informative Data -- Interpretable Decision Tree via Human-In-The-Loop-Learning -- Application Track -- A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets -- Hierarchical Topic Model Inference by Community Discovery on Word Co-Occurrence Networks -- UMLS-Based Question-Answering Approach for Automatic Initial Frailty Assessment -- Natural Language Query For Technical Knowledge Graph Navigation -- Decomposition of Service Level Encoding for Anomaly Detcion -- Improving Ads-Profitability Using Traffic Fingerprints -- Attractiveness Analysis for Health Claims on Food Packages -- SchedmaDB: A Dataset for Structures in Relational Data. 330 $aThis book constitutes the refereed proceedings of the 20th Australasian Conference on Data Mining, AusDM 2022, held in Western Sydney, Australia, during December 12?15, 2022. The 17 full papers included in this book were carefully reviewed and selected from 44 submissions. They were organized in topical sections as research track and application track. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1741 606 $aData mining 606 $aArtificial intelligence 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aEducation$xData processing 606 $aComputer science$xMathematics 606 $aData Mining and Knowledge Discovery 606 $aArtificial Intelligence 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aComputers and Education 606 $aMathematics of Computing 606 $aMineria de dades$2thub 608 $aCongressos$2thub 608 $aLlibres electrònics$2thub 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aEducation$xData processing. 615 0$aComputer science$xMathematics. 615 14$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aComputers and Education. 615 24$aMathematics of Computing. 615 7$aMineria de dades 676 $a006.312 702 $aPark$b Laurence A. F. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910633935503321 996 $aData Mining$9772581 997 $aUNINA