林磊,讲师,2004获得哈尔滨工业大学计算机应用专业工学博士学位 ...

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Nov 30, 2013 (3 years and 6 months ago)

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林磊,讲师,
2004
获得哈尔滨工业大学计算机应用专业工学博士学位。主要研究方向:计算分
子生物学、自然语言处理、模式识别。长期从事生物信息学、自然语言处理和模式识别的研究
工作

在理论研究和应用研究上比较深入

近年来,在国内外学术刊物和会议上,发表了论

20
余篇,参编著书
1
本。
先后参与国家自然科学基金、
863
计划、国际合作项目等多个科研项
目。


研究内容主要集中在


生物序列的
N
-
g牡ms
统计分析

蛋白质模式发现

蛋白质结构预测

基因表达数据的聚类分析

蛋白质相互作用预测

蛋白质相互作用位点预测

生物医药数据
的知识发现


近年来发表的部分论文:

1

L
in

L
ei
, Xiaolong Wang and Daniel Yeung

Combining Multiple Classifiers Based on a Statistical
Method for Handwritten Chinese Character Recognition

International Journal Of Pattern
Recognition and Artificial Intelligence, Vol. 19, No. 8

(2005) 1027
-
1040

SCI IF 0.588
,

EI
Accession
number:
06019623643


2
林磊
,
王晓龙
,
刘家锋
.
基于遗传算法的手写体汉字识别系统优化方法研究
.
计算机研究与发展
.
2001, 38(6): 658
-
661

3

Lin Lei, Wang Xiaolong, Liu Jiafeng. The Diversity of Classifiers and Its Applications to
Combination, High Technology L
etters. 2002, 8(4): 33
-
36(EI
Accession number:
04238201413
)

4

董启文,王晓龙,林磊,关毅,赵健,蛋白质二级结构预测
:
基于词条的最大熵马尔科夫方法,
中国科学

C


生命科学,
2005,35(1):87
-
96

SCI IF 0.481


SCI

968PP


5

Q.W.Dong, X.L.Wang ,Lei Lin


Application of latent semantic analysis to protein remote homolog
y
detection

Bioinformatics, volume. 22, no. 3, pp. 285
-
290

(SCI IF 5.742


6

Q.W.Dong, X.L.Wang ,Lei Lin


Domain boundary prediction based on profile domain linker
propensity index Computational Biology and Chemistry Vol. 30, No. 2,pp.127
-
133,2006.

(SCI IF

1.655
, EI
Accession number:
06179839313


7
Dong Qiwen, Wang Xiaolong and Lin Lei

Novel Knowledge
-
Based Mean Force Potential at the
Profile Level

BMC Bioinformatics, Vol. 7, No. pp. 324, 2006

SCI IF

5.423


8

Lin Lei, Wang Xiaolong, Liu Bingquan. Combining
Multiple Classifiers Based on Statistical Method
for Handwritten Chinese Character Recognition. IEEE Proceedings of 2002 International Conference
on Machine Learning and Cybernetics. Beijing, China

2002,
1: 252
-
255

9

Lin Lei, Wang Xiaolong, Xu Zhiming. A M
ultiple Classifiers Combination Method Based on
Linguistic Knowledge for Handwritten Chinese Character Recognition. the 20
th

Anniversary of
CIPSC. Beijing, China, 2001, 1:601
-
605

10

林磊
,
王晓龙
,
刘家锋
.
基于
Boosting
的多分类器融合算法
.
计算机应用研究
.2003: 65
-
66

1
1

Chengjie Sun, X
iaolong Wang, Yi Guan, Lei Lin,

Biomedical Named Entities Using Conditional
Random Fields Model
,The 2nd International Conference on Natural Computation (ICNC'06), Xi'an,
China

1
2

Minghui Li, Wang Xiaolong, Lin Lei.
Protein Secondary Structure Pattern Disco
very. IEEE
Proceedings of 2004 International Conference on Machine Learning and Cybernetics, Shanghai,
China, 2004:1435
-
1440
(EI
Accession number:

04458446666
)

1
3

(Abstract)
Dong Qi wen
, Wang Xiao Long, and Lin Lei, N
-
gram statistics and linguistic features

analysis of whole genome protein sequences:
Molucular & cellular proteomics
, volume. 3, no. 10, pp.
S249, 2004.

1
4

Lin Lei, Wang Xiaolong, Liu Jiafeng. A Multiple Classifiers Combination Method Based on Fuzzy
Integral for Handwritten Chinese Character Rec
ognition. Proceedings of International Conference on
Multilingual Information Processing 2002(ICMIP 2002). February, Shenyang, China, 2002:23
-
26

1
5

Dong Qi Wen
, Lin Lei, Wang Xiao Long, and Li Ming Hui, A pattern
-
based SVM for protein remote
homology detection:
Proceedings of the Fourth IEEE International Conference on Machine Learning
and Cybernetics,

pp. 3363
-
3368, 2005. (EI

Accession number:

05509539313
)
.

1
6

Z
hang Shiwei,
L
in lei,
G
uan yi,
W
ang xiaolong,
Clustering of gene expression data based on
self
-
growth tree

2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005
,
2005 International Conference on Machine Learning and Cybernetics, IC
MLC 2005
, 2005, p
3377
-
3381 (EI
Accession number:
05509539315
)

1
7

Yuan Yong Sheng, Lin Lei,
Dong Qi Wen
, Wang Xiao Long, and Li Ming Hui, A Protein
lassification Method Based on Latent Semantic Analysis:
Proceedings of the 2005 IEEE
Engineering in Medicine

and Biology 27th Annual Conference,

pp. 7738
-
7742, 2005. (EI)

1
8

Dong Qi wen,

Lin Lei, Wang Xiao Long, and Li Ming Hui, Contact
-
based Simulated Annealing
Protein Sequence Alignment Method:
Proceedings of the 2005 IEEE Engineering in Medicine and
Biology 2
7th Annual Conference,

pp. 2798
-
2801, 2005. (EI)

1
9

Li Ming Hui, Lin Lei, Wang Xiao Long,
Dong Qi Wen
, and Liu Tao, Study on Relationship between
Protein Sequence Pattern and Protein Secondary Structure:
Proceedings of the 2005 IEEE
Engineering in Medicine

and Biology 27th Annual Conference
, pp. 4751
-
4754, 2005. (EI)

20
王帅,林磊,董启文,基于同源建模的蛋白质结构预测系统的研究,第四届黑龙江省计算机
学会会员大会暨
2005
年年会


1.

Dong Qi wen
, Wang Xiao Long, and Lin Lei, N
-
gram Statistics and Linguistic Features Analysis
of Whole Genome Protein Sequences:
Journal

of Harbin Institute of Technology
, 2004. (
已录用
EI
源刊
)

2.

Dong Qi wen
, Wang Xiao long, and Lin Lei, Protein domain boundary prediction by combining
support vector machine and domain guess by size algorithm:
High Technology Letters
, 2005. (

录用
EI
源刊
)