• Big Data Analytics for Large-Scale Wireless Networks: Challenges and Opportunities 

      Dai, Hong-Ning; Wong, Raymond Chi-Wing; Wang, Hao; zheng, zibin; Vasilakos, Athanasios (Journal article; Peer reviewed, 2019)
      The wide proliferation of various wireless communication systems and wireless devices has led to the arrival of big data era in large-scale wireless networks. Big data of large-scale wireless networks has the key features ...
    • Efficiency and Effectiveness of Web Application Vulnerability Detection Approaches: A Review 

      Zhang, Bing; Li, Jingyue; ren, jiadong; Huang, Guoyan (Peer reviewed; Journal article, 2022)
      Most existing surveys and reviews on web application vulnerability detection (WAVD) approaches focus on comparing and summarizing the approaches’ technical details. Although some studies have analyzed the efficiency and ...
    • From Reactive to Active Sensing: a Survey on Information Gathering in Decision-Theoretic Planning 

      Santos Veiga, Tiago; Renoux, Jennifer (Peer reviewed; Journal article, 2023)
      In traditional decision-theoretic planning, information gathering is a means to a goal. The agent receives information about its environment (state or observation) and uses it as a way to optimize a state-based reward ...
    • Machine Learning for Smart Building Applications: Review and Taxonomy 

      Djenouri, Djamel; Laidi, Roufaida; Djenouri, Youcef; Balasingham, Ilangko (Journal article; Peer reviewed, 2019)
      The use of machine learning (ML) in smart building applications is reviewed in this article. We split existing solutions into two main classes: occupant-centric versus energy/devices-centric. The first class groups solutions ...
    • Model-driven Game Development: A Literature Review 

      Zhu, Meng; Wang, Alf Inge (Peer reviewed; Journal article, 2019)
      Model-driven game development (MDGD) introduces model-driven methodology to the computer game domain, shifting the focus of game development from coding to modeling to make game development faster and easier. The research ...
    • The AI-Based Cyber Threat Landscape: A Survey 

      Kaloudi, Nektaria; Li, Jingyue (Journal article; Peer reviewed, 2020)
      Recent advancements in artificial intelligence (AI) technologies have induced tremendous growth in innovation and automation. Although these AI technologies offer significant benefits, they can be used maliciously. Highly ...