基本介紹
- 中文名：楊矯雲
- 學位/學歷：博士
- 職業：教師
- 專業方向：算法設計與分析、機器學習
- 任職院校：合肥工業大學
個人經歷,主講課程,研究方向,學術成果,
個人經歷
分別於2009年和2014年獲得中國科學技術大學學士學位和博士學位。
主講課程
機器學習基礎
套用數據分析
研究方向
算法設計與分析、機器學習、醫療信息挖掘等。
學術成果
主持與參與的項目
主持:
[1] 大數據的副本一致性理論及編碼理論，國家重點研究與開發計畫子課題，2018.3-2021.2，項目號：2018YFB1003204
[2] 基於知識推理的智慧型化照護平台研發，安徽省重點研究與開發計畫項目，2018.1-2020.12，項目號：1804b06020378
參與:
[1] 基於多模態數據分析的阿爾茨海默症預警平台構建，安徽省重點研究與開發計畫，2017.1-2019.12
[2] 老人社區協同照護智慧系統開發與實現，國家自然科學基金委員會與財團法人李國鼎科技發展基金會聯合資助合作研究項目，2016.1-2018.12，項目號：71661167004
[3] 基於隱式感知的老人健康照護平台聯合研發，國家國際科技合作專項，2015.4-2018.3，項目編號：2015DFA11450
[4] MOOC: Introduction to Health Computing，美國中華醫學基金會（China Medical Board），2015，項目號：15-241
論文成果
[1] Ning An, LiuqiJin, Jiaoyun Yang*, Yue Yin, Siyuan Jiang, Bo Jing,Rhoda Au, Data Platform for the Research and Prevention of Alzheimer’s Disease, Healthcare and Big Data Management, Springer, 2017.
[2] Jiaoyun Yang, Song Yu, Bowen Gong, Ning An, Gil Alterovitz, Biobrick Chain Recommendations for Genetic Circuit Design, Computers in Biology and Medicine, 86:31-39 (2017).
[3] Jiaoyun Yang, Haipeng Wang, Huitong Ding, Ning An, Gil Alterovitz, Nonlinear Dimensionality Reduction Methods for Synthetic Biology Biobricks' Visualization, BMC Bioinformatics, 18(1): 47 (2017).
[4] Haoyu Cheng, Huaipan Jiang, Jiaoyun Yang, Yun Xu, and Yi Shang. BitMapper: an efficient all-mapper based on bit-vector computing. BMC bioinformatics 16, no. 1 (2015): 1.
[5] Jiaoyun Yang, Yun Xu, Yi Shang and Guoliang Chen, A Space-Bounded Anytime Algorithm for the Multiple Longest Common Subsequence Problem, IEEE Transactions on Knowledge and Data Engineering, 26.11 (2014): 2599-2609.
[6] Jiaoyun Yang, Yun Xu, Guangzhong Sun, and Yi Shang, A New Progressive Algorithm for Multiple Longest Common Subsequences Problem and Its Efficient Parallelization, IEEE Transactions on Parallel and Distributed Systems, Vol. 24, No. 5, pp. 862-870, 2013.
[7] Jiaoyun Yang, Yun Xu, Xiaohui Yao, and Guoliang Chen, FNphasing: A Novel Fast Heuristic Algorithm for Haplotype Phasing Based on Flow Network Model, IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 10, No. 2, pp. 372-382, 2013.
[8] Yun Xu, Jiaoyun Yang, Yuzhong Zhao and Yi Shang, An improved voting algorithm for planted (l,d) motif search, Information Sciences. Vol. 237, pp. 305-312, 2013.
