Kai Qin (Alex)
教授
Department of Computer Science and Software Engineering
School of Software and Electrical Engineering, Swinburne University of Technology;Department of Computing Technologies, Swinburne University of Technology;Swinburne Intelligent Data Analytics Lab, Swinburne University of Technology;Space Technology and Industry Institute, Swinburne University of Technology
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个人简介
My primary research field is Computational Intelligence which studies biologically and linguistically motivated computational paradigms and approaches to solve complex real-world problems to which traditional methods are ineffective or infeasible. It is a subfield of AI, consisting of three pillars, i.e., Neural Networks, Evolutionary Computation and Fuzzy Systems. Notably, Neural Networks are the scaffold of Deep Learning which is a subfield of Machine Learning and the mainstay of modern AI techniques, driving the reviving and booming of AI in recent years.
My major research interests include Machine Learning, Neural Networks, Evolutionary Computation, Computer Vision, Remote Sensing, Services Computing and Pervasive Computing. Particularly, I am interested in synergising machine learning and intelligent optimisation techniques while leveraging high-performance computing horsepower to solve challenging problems that involve learning and optimisation as two indispensable and interwoven tasks.
My major research interests include Machine Learning, Neural Networks, Evolutionary Computation, Computer Vision, Remote Sensing, Services Computing and Pervasive Computing. Particularly, I am interested in synergising machine learning and intelligent optimisation techniques while leveraging high-performance computing horsepower to solve challenging problems that involve learning and optimisation as two indispensable and interwoven tasks.
研究兴趣
论文共 184 篇作者统计合作学者相似作者
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arxiv(2024)
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2024): 1-16
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2024): 1826-1839
IEEE Transactions on Geoscience and Remote Sensingno. 99 (2024): 1-16
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2024): 1-16
IEEE Transactions on Artificial Intelligenceno. 99 (2024): 1-13
Jack White, Alex Codoreanu, Ignacio Zuleta,Colm Lynch, Giovanni Marchisio,Kai Qin,Stephen M. Petrie,Alan R. Duffy
IEEE Trans. Intell. Transp. Syst.no. 2 (2024): 1364-1373
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