| 2023 | Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming. | Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang |
| 2022 | Natural Language Query for Technical Knowledge Graph Navigation. | Ziyu Zhao, Michael Stewart, Wei Liu, Tim French, Melinda Hodkiewicz |
| 2022 | UMLS-Based Question-Answering Approach for Automatic Initial Frailty Assessment. | Yashodhya V. Wijesinghe, Yue Xu, Yuefeng Li, Qing Zhang |
| 2022 | A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets. | Sharon Torao-Pingi, Md. Abul Bashar, Richi Nayak |
| 2022 | Effective Imbalance Learning Utilizing Informative Data. | Han Tai, Raymond K. Wong, Bing Li |
| 2022 | Graph Embeddings for Non-IID Data Feature Representation Learning. | Qiang Sun, Wei Liu, Du Huynh, Mark Reynolds |
| 2022 | Investigation of Explainability Techniques for Multimodal Transformers. | Krithik Ramesh, Yun Sing Koh |
| 2022 | Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations. | Zhonglin Jolin Qu, Yezihalem Tegegne, Simeon J. Simoff, Paul J. Kennedy, Daniel R. Catchpoole, Quang Vinh Nguyen |
| 2022 | WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows. | Naureen Naqvi, Sabih ur Rehman, Md Zahidul Islam |
| 2022 | Decomposition of Service Level Encoding for Anomaly Detection. | Rob Muspratt, Musa Mammadov |
| 2022 | Attractiveness Analysis for Health Claims on Food Packages. | Xiao Li, Huizhi Liang, Chris Ryder, Rodney Jones, Zehao Liu |
| 2022 | A Temperature-Modified Dynamic Embedded Topic Model. | Amit Kumar, Nazanin Esmaili, Massimo Piccardi |
| 2022 | Measuring Content Preservation in Textual Style Transfer. | Stuart Fitzpatrick, Laurence A. F. Park, Oliver Obst |
| 2022 | Interpretable Decisions Trees via Human-in-the-Loop-Learning. | Vladimir Estivill-Castro, Eugene Gilmore, Ren Hexel |
| 2022 | Improving Ads-Profitability Using Traffic-Fingerprints. | Adam Gabriel Dobrakowski, Andrzej Pacuk, Piotr Sankowski, Marcin Mucha, Pawel Brach |
| 2022 | SchemaDB: A Dataset for Structures in Relational Data. | Cody James Christopher, Kristen Moore, David Liebowitz |
| 2022 | Measuring Difficulty of Learning Using Ensemble Methods. | Bowen Chen, Yun Sing Koh, Ben Halstead |
| 2022 | Hierarchical Topic Model Inference by Community Discovery on Word Co-occurrence Networks. | Eric Austin, Amine Trabelsi, Christine Largeron, Osmar R. Zaane |
| 2021 | Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification. | Duoyi Zhang, Richi Nayak, Md. Abul Bashar |
| 2021 | PostMatch: A Framework for Efficient Address Matching. | Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere |
| 2021 | Chameleon: A Python Workflow Toolkit for Feature Selection. | Diviya Thilakeswaran, Simon McManis, X. Rosalind Wang |
| 2021 | Parallel Nonlinear Dimensionality Reduction Using GPU Acceleration. | Yezihalem Tegegne, Zhonglin Jolin Qu, Yu Qian, Quang Vinh Nguyen |
| 2021 | Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. | Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak |
| 2021 | Sharpshooting Most Beneficial Part of AUC for Detecting Malicious Logs. | Taishi Nishiyama, Atsutoshi Kumagai, Akinori Fujino, Kazunori Kamiya |
| 2021 | A Semi-automatic Data Extraction System for Heterogeneous Data Sources: a Case Study from Cotton Industry. | Richi Nayak, Thirunavukarasu Balasubramaniam, Sangeetha Kutty, Sachindra Banduthilaka, Erin E. Peterson |