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贾建华

来源:     作者:     时间 :2018-08-01 14:33:00

姓名

贾建华

性别

民族

出生

年月

1979.9

政治

面貌

中共党员

籍贯

江西高安

学位

博士

职务

副院长

职称

副教授

单位电话

 

 

 

单位名称

景德镇陶瓷大学信息工程学院

毕业

学校

西安电子科技大学

毕业

时间

2010.12

所学

专业

计算机应用技术

现从事何种

专业技术工作

计算机应用技术

主要科技成果  获奖情况  发表的学术论文等

1、主持的科研项目:

国家自然科学基金项目:《非平衡分类模式下的蛋白质翻译后修饰位点预测方法研究》在研

国家自然科学基金项目:《集成学习框架下的蛋白质-蛋白质结合位点预测方法研究》结题

江西省自然科学基金项目:《机器学习中的选择性谱聚类集成学习算法及其在蛋白质分类和结构中的预测研究》结题

江西省自然科学基金项目:《基于序列信息的蛋白质功能位点预测方法研究》 已提交结题报告

江西省教育厅科研项目:《集成学习框架下的蛋白质翻译后修饰位点预测方法研究》 主持 在研

江西省教育厅科研项目:《基于集成学习的非平衡数据分类模式下的蛋白质结合位点预测方法研究》 完成

江西省教育厅科研项目:《聚类集成中的选择性策略及其应用研究》完成

2、科研成果

·           贾建华 《谱聚类集成算法研究》天津大学出版社,20118月,独著。

·           Jianhua Jia, Liuxia Zhang, Zi, Liu, et.al. pSumo-CD: Predicting sumoylation sites in proteins with covariance discriminant algorithm by incorporating sequence-coupled effects into general PseAAC. Bioinformatics, 2016,32(20): 3133-3141.(SCI indexed, IF:5.766)

·           Jianhua Jia, Zi Liu, Xuan Xiao.et. al. iCar-PseCp: identify carbonylation sites in proteins by Monto Carlo sampling and incorporating sequence coupled effects into general PseAAC. Oncotarget, 2016,7(23):34558-34570.(SCI:000377752100079, IF:5.008).

·           Jianhua Jia, Zi Liu, Xuan Xiao.et. al. pSuc-Lys: Predict lysine succinylation sites in proteins with PseAAC and ensemble random forest approach. Journal of Theoretical Biology.2016, 394(4):223-230. (SCI:000379888800020, IF:2.049).

·           Jianhua Jia, Zi Liu, Xuan Xiao. et. al. iPPBS-Opt: A sequence-based ensemble classifier for identifying protein-protein binding sites by optimizing imbalanced training datasets. Molecules.2016, 21(1), 95.(SCI: 000369486800019, IF:2.465).

·           Jianhua Jia, Zi Liu, Xuan Xiao. et.al. iSuc-PseOpt: Identifying lysine succinylation sites in proteins by incorporating sequence-coupling effects into pseudo components and optimizing imbalanced training dataset. Analytical Biochemistry.2016, 497(3):48-56. (SCI indexed:000370909900008, IF:2.243).

·           Jianhua Jia, Zi Liu, Xuan Xiao. et.al. iPPI-Esml:An ensemble classifier for identifying the interactions of proteins by incorporating their physicochemical propertiers and wavelet transform into PseAAC. Journal of Theoretical Biology. 2015, 21(337):47-56. (SCI:000355241600005. IF:2.049). (入选2015年中国百篇最具国际影响力的论文)

·           Jianhua Jia. Zi Liu, Xiang Chen. et.al. Prediction of Protein-Protein Interactions using Chaos Game Representation and wavelet transform via random forests. Genetics and Molecular Research. 2015,14(4):11791-11805. (SCI indexed000365922800013. IF: 0.764)

·           Jianhua Jia, Xuan Xiao,Bingxiang Liu. Prediction of Protein-Protein Interactions with Physicochemical Descriptors and Wavelet Transform via Random Forests. Journal of Laboratory Automation(JALA). 2016, 21(3): 368-377. (SCI: 000377095200003. IF:1.297)

·           Jianhua Jia, Zi Liu, Xuan Xiao. et.al. Identification of protein-protein binding sites by incorporating the physicochemical properties and stationary wavelet transforms into pseudo amino acid composition. Journal of Biomolecular Structure & Dynamics. 2016, 34(9):1946-1961. (SCI indexed. IF:2.300).

·           Jianhua Jia, Xuan Xiao, Bingxiang Liu, et.al. Bagging-based Spectral Clustering Ensemble Selection. Pattern Recognition Letters, 2011,32 (10):1456-1467. (SCI: 000292236500005, EI: 20112114009105. IF:1.586).

·           Jianhua Jia, Licheng Jiao, Xia Chang. Soft Spectral Clustering Ensemble Applied to Image Segmentation. Frontiers of Computer Science in China, Springer Press, 2011,5(1):66-78 . (SCI:000292506200007, EI:20110913712647).

·           贾建华, 焦李成.空间一致性约束谱聚类算法用于图像分割. 红外与毫米波学报, 2010, 29 (1): 69-74.(SCI: 000275511100015, EI: 20101612868824)

·           贾建华, 焦李成, 黄文涛. 一种基于质心不变特性的仿射不变纹理特征提取算法. 电子学报, 2008, 36 (10): 1910-1915.(EI: 20084911765012)

·           Jia Jianhua, Jiao Licheng, Chang Xia. Image segmentation via meanshift and loopy belief propagation. Wuhan University Journal of Natural Sciences, Springer Press, 2010, 15 (1): 043-050.

·           贾建华,焦李成. 图像分割的谱聚类集成算法. 西安交通大学学报. 2010, 44(6): 93-98. (EI: 20102713062996).

·           Xu Yuanchun, Jia Jianhua. Adaptive spectral clustering ensemble selection via resampling and population-based incremental learning algorithm. Wuhan University Journal of Natural Sciences, Springer Press, 2011, 16 (3): 228-236.

·           Jianhua Jia, Xuan Xiao, Binxiang Liu. Similarity-based spectral clustering ensemble selection. Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery(FSKD 2012).2012:1071-1074.

 


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