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- research-articleMarch 2023
IR-ER- A Hybrid Pipeline for Classifying COVID-19 RNA Seq Data
ACSW '23: Proceedings of the 2023 Australasian Computer Science WeekPages 183–189https://doi.org/10.1145/3579375.3579399Bioinformatics has numerous approaches for evaluating the similarities between RNA-seq data for disease classification. Processing RNA-sequencing (RNA-seq) data using clustering or classification approach is extremely challenging, although analysis of ...
- research-articleMarch 2023
ICB FL: Implicit Class Balancing Towards Fairness in Federated Learning
ACSW '23: Proceedings of the 2023 Australasian Computer Science WeekPages 135–142https://doi.org/10.1145/3579375.3579392Federated learning (FL) is a promising machine learning paradigm that allows many clients jointly train a model without sharing the raw data. As the standard FL has been designed from the server’s perspective, the unfairness issue may occur throughout ...
- research-articleMarch 2023
Rug-pull malicious token detection on blockchain using supervised learning with feature engineering
ACSW '23: Proceedings of the 2023 Australasian Computer Science WeekPages 72–81https://doi.org/10.1145/3579375.3579385The rapid development of blockchain and cryptocurrency in the past decade has created a huge demand for digital trading platforms. Popular decentralised exchanges (DEXs) such as Uniswap and PancakeSwap were created to address this market gap, ...