TY - BOOK AU - Xu,Yue AU - Wang,Rosalind AU - Lord,Anton AU - Boo,Yee Ling AU - Nayak,Richi AU - Zhao,Yanchang AU - Williams,Graham J. AU - AU - AU - AU - AU - AU - AU - ED - Australasian Conference on Data Mining TI - Data mining: 19th Australasian Conference on Data Mining, AusDM, Brisbane, QLD, Australia, December 14-15, 2021 : proceedings T2 - Communications in computer and information science, SN - 9789811685316 U1 - 006.312 23 PY - 2021/// CY - Singapore PB - Springer, KW - Data mining KW - Congresses N1 - International conference proceedings; Includes author index; Research Track Parallel Nonlinear Dimensionality Reduction Using GPU Acceleration Taking the Confusion out of Multinomial Confusion Matrices and Imbalanced Classes Sharpshooting Most Beneficial Part of AUC for Detecting Malicious Logs A Drift Aware Hierarchical Test based Approach for Combating Spammers in Online Social Networks Hospital Readmission Prediction Using Semantic Relations Between Medical Codes HFM++: An Enhanced Holographic Factorization Machine for Recommendation Deep Learning for Bias Detection: From Inception to Deployment Exploring Fusion Strategies in Deep Learning Models for Multi-modal Classification Application Track Chameleon: A Python Workflow Toolkit for Feature Selection PostMatch: A Framework for Efficient Address Matching Detection of Classical Cipher Types with Feature-Learning Approach SOMPS-Net: Attention based Social Graph Framework for Early Detection of Fake Health News How to Read the News: A Study of How Sentiment Effects Financial Markets Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland A Semi-Automatic Data Extraction System for Heterogeneous Data Sources: A Case Study from Cotton Industry Nonnegative Matrix Factorization to Understand Spatio-Temporal Traffic Pattern Variations during COVID-19: A Case Study N2 - This book constitutes the refereed proceedings of the 19th Australasian Conference on Data Mining, AusDM 2021, held in Brisbane, Queensland, Australia, in December 2021.* The 16 revised full papers presented were carefully reviewed and selected from 32 submissions. The papers are organized in sections on research track and application track. *Due to the COVID-19 pandemic the conference was held online UR - https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-981-16-8531-6 ER -