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Multi-Output Least-Squares Support Vector Regression Machine
徐硕 2013-2-27 09:05
@ARTICLE{XAQZ+13, author = {Xu, Shuo and An, Xin and Qiao, Xiaodong and Zhu, Lijun and Li, Lin}, title = {Multi-Output Least-Squares Support Vector Regression Machines}, journal = {Pattern Recognition Letters}, year = {2013}, abstract = {Multi-output regressi ...
个人分类: 机器学习|5586 次阅读|没有评论
Prediction of Core Cancer Gene using MTC Framework
热度 2 徐硕 2013-2-23 08:08
@ARTICLE{GXFF13, author = {Gao, Shan and Xu, Shuo and Fang, Yaping and Fang, Jianwen}, title = {Prediction of Core Cancer Gene using Multi-task Classification Framework}, journal = {Journal of Theoretical Biology}, year = {2013}, volume = {317}, pages ...
个人分类: Bioinformatics|3381 次阅读|4 个评论 热度 2
《情报学报》创刊30周年学术研讨会的发言稿
热度 1 徐硕 2012-11-22 18:08
今天有幸能在《情报学报》创刊30周年学术研讨会上发言 借此机会向业内人人士介绍我们在过去1年内所做的微薄工作 同时希望以后会有更多的机会和大家交流,探讨相关的问题 最后祝《情报学报》越办越好,我们也会一如既往地支持《情报学报》,最近会有一篇Paper投给《情报学报》 发言稿见 xushuo.pdf ,欢迎大家拍砖
个人分类: 机器学习|2863 次阅读|2 个评论 热度 1
Using Multitask Classification Methods to Investigate ...
徐硕 2012-9-27 16:43
@ARTICLE{GXFF12, author = {Shan Gao and Shuo Xu and Yaping Fang and Jianwen Fang}, title = {Using Multitask Classification Methods to Investigate the Kinase-Specific Phosphorylation Sites}, journal = {Proteome Science}, year = {2012}, volume = {10}, &nbs ...
个人分类: Bioinformatics|3682 次阅读|没有评论
Topic Linkages between Papers and Patents
徐硕 2012-9-27 16:33
@INPROCEEDINGS{XXQS+12, author = {Shuo Xu and Lijun Zhu and Xiaodong Qiao and Qingwei Shi and Jie Gui}, title = {Topic Linkages between Papers and Patents}, booktitle = {Proceedings of the 4th International Conference on Advanced Science and Technology}, year = { ...
个人分类: 机器学习|3473 次阅读|没有评论
下一代测序中ChIP-seq数据的处理与分析
热度 9 徐硕 2012-5-4 10:29
将染色质免疫共沉淀技术(ChIP)与下一代高通量测序技术相结合的染色质免疫共沉淀测序(ChIP-seq),已成为功能基因组学、特别是基因表达调控领域研究的关键技术。ChIP-seq实验带来的海量数据向生物信息学研究人员提出了新的挑战。由于此领域数据处理技术的发展大大滞后于实验技术进步,有必要系统地介绍和回顾ChIP-seq数据 ...
个人分类: Bioinformatics|14580 次阅读|10 个评论 热度 9
共现聚类分析的新方法: 最大频繁项集挖掘
徐硕 2012-3-12 13:54
@ARTICLE{XQZZ+12, AUTHOR = {徐硕,乔晓东,朱礼军,张运良,薛春香}, TITLE = {共现聚类分析的新方法:最大频繁项集挖掘}, JOURNAL = {情报学报}, YEAR = {2012}, volume = ...
个人分类: Proximity|4461 次阅读|没有评论
Fast but Not Bad Initial Configuration for Metric MDS
徐硕 2012-2-9 15:43
@ARTICLE{XQZZ+12, AUTHOR = {Xu, Shuo and Qiao, Xiaodong and Zhu, Lijun and Zhang, Yunlinag and Li, Lin}, TITLE = {Fast but Not Bad Initial Configuration for Metric Multidimensional Scaling}, JOURNAL = {Jou ...
个人分类: Proximity|3173 次阅读|没有评论
仅根据Proximity数据构建向量空间模型的方法
徐硕 2011-12-31 09:42
摘要:实际应用中,许多研究对象都是抽象的,难以用某种特征向量的形式表示,这使得许多成熟的数据挖掘和机器学习方法难以被采用。不过,通常可将其转化成一个 Proximity 数据矩阵,使得矩阵中的元素表示两个对象间某种“比较”关系。针对该问题,本文提出仅根据 Proximity 数据矩阵利用多维尺度分析法( MDS )将 ...
个人分类: Proximity|3590 次阅读|没有评论
半监督最小二乘支持向量回归机
徐硕 2011-11-3 09:38
In many real-world applications, unlabeled examples are inexpensiveand easy to obtain. Semi-supervised approaches try to utilize suchexamples to boost the predictive performance. But previous researchmainly focuses on classification problem, and semi-supervisedregression re ...
个人分类: 机器学习|3418 次阅读|没有评论

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