TY  - BOOK
AU  - Park,Laurence A.F.
AU  - Gomes,Heitor Murilo
AU  - Doborjeh,Maryam
AU  - Boo,Yee Ling
AU  - Koh,Yun Sing
AU  - Zhao,Yanchang
AU  - Williams,Graham
AU  - Simoff,Simeon
TI  - Data Mining: 20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12-15, 2022, Proceedings 
T2  - Communications in Computer and Information Science,
SN  - 9789811987465
U1  - 006.312 23
PY  - 2022///
CY  - Singapore
PB  - Springer Nature Singapore, Imprint: Springer
KW  - Data mining
KW  - Artificial intelligence
KW  - Image processing-Digital techniques
KW  - Computer vision
KW  - Education-Data processing
KW  - Computer science-Mathematics
KW  - Data Mining and Knowledge Discovery
KW  - Artificial Intelligence
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
KW  - Computers and Education
KW  - Mathematics of Computing
N1  - Research 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
N2  - This 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
UR  - https://doi.org/10.1007/978-981-19-8746-5
ER  -