no code implementations • 20 Mar 2023 • Farshid Keivanian, Raymond Chiong, Zongwen Fan
A fuzzy set theory determines appropriate levels of exploration and exploitation while managing parameterisation and computational costs.
no code implementations • 1 Feb 2023 • Farshid Keivanian, Raymond Chiong, Ali R. Kashani, Amir H. Gandomi
In earthquake-prone zones, the seismic performance of reinforced concrete cantilever (RCC) retaining walls is significant.
no code implementations • IEEE Congress on Evolutionary Computation (CEC) 2022 • Cornelius Paardekooper, Nasimul Noman, Raymond Chiong, Vijay Varadharajan
In recent years, deep Convolutional Neural Networks (CNNs) have shown great potential in malware classification.
Ranked #1 on Malware Classification on Microsoft Malware Classification Challenge (Accuracy metric)
no code implementations • 23 Feb 2019 • Zhongyi Hu, Raymond Chiong, Ilung Pranata, Willy Susilo, Yukun Bao
Malicious web domains represent a big threat to web users' privacy and security.
no code implementations • 9 Jan 2019 • Philipp V. Rouast, Marc T. P. Adam, Raymond Chiong
Reviewing a subset of 233 studies that employ deep neural networks, we comprehensively quantify their applications in this field.
no code implementations • 19 Oct 2018 • Zhongyi Hu, Raymond Chiong, Ilung Pranata, Yukun Bao, Yuqing Lin
Practical implications: This study not only inspires the practical use of online credibility and performance data for identifying malicious web domains, but also provides an effective resampling approach for handling the class imbal-ance issue in the area of malicious web domain identification.