THE 20TH AUSTRALASIAN DATA MINING CONFERENCE 2022 (AUSDM’22)Western Sydney, Australia, 12 - 15 December 2022
Online Conference Proceedings
The Springer online conference proceedings can be accessed at the following link:
- Please note that free access will not work on Google sites.
- Free access will be granted for 4 weeks, between 9 Dec 2022 to 9 Jan 2023.
Qiang Sun, Wei Liu, Du Huynh and Mark Reynolds. Graph Embeddings for Non-IID Data Feature Representation Learning
Bowen Chen, Yun Sing Koh and Ben Halstead. Measuring Difficulty of Learning using Ensemble Methods
Naureen Naqvi, Sabih Ur Rehman and Md Zahidul Islam. WinDrift: Early Detection of Concept Drift through the use of Corresponding and Hierarchical Time Windows.
Vladimir Estivill-Castro, Eugene Gilmore and René Hexel. Interpretable decisions trees via human-in-the-loop-learning
Han Tai, Raymond Wong and Bing Li. Effective imbalance learning utilizing informative data
Stuart Fitzpatrick, Laurence Park and Oliver Obst. Measuring Content Preservation in Textual Style Transfer
Zhonglin Qu, Yezihalem Tegegne, Simeon Simoff, Paul Keneedy, Daniel Catchpoole and Quang Vinh Nguyen. Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations
Krithik Ramesh and Yun Sing Koh. Investigation of Explainability Techniques for Multimodal Transformers
Amit Kumar, Nazanin Esmaili and Massimo Piccardi. A Temperature-Modified Dynamic Embedded Topic Model
Yashodhya Wijesinghe, Yue Xu, Yuefeng Li and Qing Zhang. UMLS-Based Question-Answering Approach for Automatic Initial Frailty Assessment
Adam Gabriel Dobrakowski, Andrzej Pacuk, Piotr Sankowski, Marcin Mucha and Paweł Brach. Improving Ads-Profitability Using Traffic-Fingerprints
Cody Christopher, Kristen Moore and David Liebowitz. SchemaDB: Structures in Relational Datasets
Rob Muspratt and Musa Mammadov. Decomposition of Service Level Encoding for Anomaly Detection
Xiao Li, Huizhi Liang, Chris Ryder, Rodney Jones and Zehao Liu. Attractiveness Analysis for Health claims on Food Packages
Ziyu Zhao, Michael Stewart, Wei Liu, Tim French and Melinda Hodkiewicz. Natural Language Query For Technical Knowledge Graph Navigation
Eric Austin, Osmar Zaïane, Christine Largeron and Amine Trabelsi. Hierarchical topic model inference by community discovery on word co-occurrence networks
Sharon Torao Pingi Pingi, Md Abul Bashar and Richi Nayak. A comparative look at the resilience of discriminative and generative classifiers to missing data in longitudinal datasets
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