欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
首先把线虫、酵母和拟南芥三种模式生物基因组中的内含子、外显子和基因间序列归为三类，滑动统计这些序列中64种三核苷的重复出现次数作为离散源的状态参数，这样就得到了这些序列的64维特征值，并将这些数据分成训练样本集和测试样本集。根据免疫进化网络理论，用离散增量作为抗体一抗原间的亲和度函数，把训练集看成抗原，不断刺激免疫网络向识别抗原的方向进化，构造了一个基于离散增量的免疫分类器。通过测试表明，该分类器性能优良，分类预测准确率达到了85％以上。
英文摘要：
This paper divided the DNA sequences of three model species including C. elegans, S. cerevisiae and A. thaliana in- to three kinds： intron, exon, intergenic DNA. At first, composed a group of status parameters of the source of diversity of the re- spective frequency of the 64 codons of a sequence which were sliding calculated. Expressed each sequence of intron, exon and intergenic DNA by a 64-dimension eignvalue and divided all of these sequences＇ 64-dimension samples into training sample set and testing sample set. Then according to the immune network theory,constructed a immune classifier based on the increment of diversity, which applied the increment of diversity as affinity function and made the immune network evolve in the direction of identifying the antigens by extracting unceasingly the antigen, which was an element of the training sample set, to stimulate the immune network. Finally, the classifier has high performance and its prediction accuracy is up to 85% by test.
同期刊论文项目
同项目期刊论文
Decentralized robust H∞ output feedback control for value bounded uncertain large-scale interconnect
Competitive-cooperative coevolutionary immune-dominant clone selection algorithm for solving the tra
Comparison of two novel MRAS based strategies for identifying parameters in permanent magnet synchro
Application of highlight removal and multivariate image analysis to color measurement of flotation b
Robust decentralized H∞ control for interconnected descriptor systems with norm-bounded uncertaintie
Memory state feedback controller design for singular systems with multiple internal constant point d
Memory state feedback control for singular systems with multiple internal incommensurate constant po
Robust decentralized H2 control of multi-channel descriptor systems with norm-bounded parametric unc
bust decentralized H-infinity control of multi-channel discrete-time descriptor systems with time-de
Bubble size estimation using interfacial morphological information for mineral flotation process mon
Time delayed optimal control problems with multiple characteristic time points: computation and indu
Delay-independent decentralized H-infinity control for multi-channel discrete-time systems with unce
A genetic-algorithm-based optimal scheduling system for full-filled tanks in the processing of start
Delay-dependent stabilization of singular systems with multiple internal and external incommensurate
Compensation for secondary uncertainty in electro-hydraulic servo system by gain adaptive sliding mo
Flame image recognition of alumina rotary kiln by artificial neural network and support vector machi
期刊信息
位置：