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Ying Lin
Psychology
Sun Yat-Sen University
Guangdong
Language: Chinese, English
Computational Intelligence
Machine Learning
Brain Mechanisms
Neuropsychiatric Disorders
Agent-Based Modeling
Social Networks
Group Psychology
Innovative Applications
Psychology
Advanced Computing Methods
Areas of Focus
- Computational Neuroscience
- Computational Social Science
- Computational Intelligence and its Innovative Applications in Psychology
Work Experience
- 2013-01 to 2019-01: Lecturer, Department of Psychology, Sun Yat-sen University
- 2019-02 to Present: Associate Professor and Master's Supervisor, Department of Psychology, Sun Yat-sen University
- 2022-01 to Present: Doctoral Supervisor, Department of Psychology, Sun Yat-sen University
Academic Background & Achievements
- 2003-2007: Bachelor of Science in Computer Science and Technology, Sun Yat-sen University
- 2007-2012: Doctor of Engineering in Computer Application Technology, Sun Yat-sen University
Publications
- Novel item selection strategies for cognitive diagnostic computerized adaptive testing, Cao, X., Lin, Y.*, Liu, D., Zheng, F., Duh, H., 2023
- Biotypes of major depressive disorder identified by a multiview clustering framework, Chen, X., Dai, Z.*, Lin, Y.*, 2023
- The overlapping modular organization of human brain functional networks across the adult lifespan, Gu, Y., Li, L., Zhang, Y., Ma, J., Yang, C., Xiao, Y., Shu, N., Cam CAN, Lin, Y.*, Dai, Z.*, 2022
- The causal effect of relational mobility on integration of social networks: An agent-based modeling approach, Li, M.W.L., Wang, S., Lin, Y.*, 2022
- Predicting priority of environmental protection over economic growth using macroeconomic and individual-level predictors: Evidence from machine learning, Lou, X., Lin, Y.*, Li, M.W.L.*, 2022
- Predicting human intrinsic functional connectivity from structural connectivity: An artificial neural network approach, Lin, Y., Ma, J., Huang, B., Zhang, J., Zhang, Y., Dai, Z.*, 2021
- Maximizing lifetime of range-adjustable wireless sensor networks: A neighborhood-based estimation of distribution algorithm, Chen, Z.-G., Lin, Y.*, Gong, Y.-J., Zhan, Z.-H., Zhang J., 2021
- Real-time taxi–passenger matching using a differential evolutionary fuzzy controller, Gong, Y.-J., Liu, Y.-W., Lin, Y.*, Chen, W.-N., & Zhang, J.*, 2021
- Cost-efficiency trade-offs of the human brain network revealed by a multiobjective evolutionary algorithm, Ma, J., Zhang, J., Lin, Y.*, Dai, Z.*, 2021
- Predicting visual working memory with multimodal magnetic resonance imaging, Xiao, Y.#, Lin, Y.#, Ma, J., Qian, J., Ke, Z., Li, L., Yi, Y., Zhang, J., Dai, Z.*, 2021
- Abnormal dynamic functional connectivity in Alzheimer’s disease, Gu, Y.#, Lin, Y.#, Qian, J. Ke, Z., Ma, J., Zhang, J. Dai, Z.*, 2020
- A discrete multiobjective particle swarm optimizer for automated assembly of parallel cognitive diagnosis tests, Lin, Y., Jiang, Y.-S., Gong, Y.-J., Zhan, Z.-H., & Zhang, J.*, 2019
- Intrinsic overlapping modular organization of human brain functional networks revealed by a multiobjective evolutionary algorithm, Lin, Y., Ma, J., Gu, Y., Yang, S., Li, L., Dai, Z.*, 2018
- A hybrid differential evolution algorithm for mixed-variable optimization problems, Lin, Y., Liu., Y., Chen, W.-N.*, and Zhang, J., 2018
- An adaptive ant colony optimization algorithm for constructing cognitive diagnosis tests, Lin, Y., Gong, Y.-J., & Zhang, J.*, 2017
- Novel use of self-organizing map for q-matrix calibration in cognitive diagnosis assessment, Chen, X., Dai, Z., Lin, Y.*, 2020
- A novel genetic algorithm for lifetime maximization of wireless sensor networks with adjustable sensing range, Wu, Z., Lin, Y.*, Gong, Y.-J., Dai, Z., Zhang, J.*, 2018
