Computer Science ›› 2019, Vol. 46 ›› Issue (7): 300-307.doi: 10.11896/j.issn.1002-137X.2019.07.046
• Interdiscipline & Frontier • Previous Articles Next Articles
ZHANG Xue-fu,ZENG Pan,JIN Min
CLC Number:
[1]SONG N F.Design and Analysis of Ensemble Classifier for Gene Expression Data of Cancer[J].Wireless Internet Technology,2016(7):71-72.(in Chinese)<br /> 宋年丰.癌症基因表达数据的集成分类器设计与分析[J].无线互联科技,2016(7):71-72.<br /> [2]CHEN J,ZHANG M,SHAO X G.Gene selection and cancer classification based on Monte Carlo and non-negative matrix factorization:CN 104462817 B[P].2017.(in Chinese)<br /> 陈晶,张苗,邵学广.基于蒙特卡洛和非负矩阵因子分解的基因选择和癌症分类方法:CN 104462817 B[P].2017.<br /> [3]NGUYEN T,KHOSRAVI A,CREIGHTON D,et al.Hidden Markov models for cancer classification using gene profiles[J].Information Sciences,2015,316(C):293-307.<br /> [4]LI Y,LI J.Disease gene identification by random walk on multigraphs mergingheterogeneous genomic and phenotype data[J].Bmc Genomics,2012,13(7):1-12.<br /> [5]LIU B,JIN M,PAN Z.Prioritization of candidate disease genes by combining topological similarity and semantic similarity[J].Journal of Biomedical Informatics,2015,57(C):1-5.<br /> [6]LIU G,WONG L,CHUA H N.Complex discovery from weighted PPI networks[J].Bioinformatics,2009,25(15):1891.<br /> [7]WANG H,JING X,NIU B.A discrete bacterial algorithm for feature selection in classification of microarray gene cancer data[J].Knowledge-Based Systems,2017,126(C):8-19.<br /> [8]GEORGE V S,RAJ C.Review On Feature Selection Techniques And The Impact Of Svm For Cancer Classification Using Gene Expression Profile[J].International Journal of Computer Scien-ce & Engineering Survey,2011,2(3):16-27.<br /> [9]BOUAZZA S H,HAMDI N,ZEROUAL A,et al.Gene--based cancer classification through feature selection with KNN and SVM classifiers[C]∥Intelligent Systems and Computer Vision.IEEE,2015:1-6.<br /> [10]NIKUMBH S,GHOSH S,JAYARAMAN V K.Biogeography-based informative gene selection and cancer classification using SVM and Random Forests[C]∥Evolutionary Computation.IEEE,2012:1-6.<br /> [11]LI J,ZHAO Z,LIU Y,et al.A Comparative Study on Machine Classification Model in Lung Cancer Cases Analysis[C]∥International Conference on Frontier Computing.Singapore:Sprin-ger,2016:343-357.<br /> [12]NAGARAJAN R,UPRETI M.An ensemble predictive mode- ling framework for breast cancer classification[J].Methods,2017,131.<br /> [13]ZHOU M,JIN M.Holographic Ensemble Forecasting Method for Short-Term Power Load[J].IEEE Transactions on Smart Grid,2017,PP(99):1-1.<br /> [14]GOH K I,CUSICK M E,VALLE D,et al.The human disease network[J].Proceedings of the National Academy of Sciences of the United States of America,2007,104(21):8685-8690.<br /> [15]ALZUBAIDI A,COSMA G,BROWN D,et al.Breast Cancer Diag- nosis Using a Hybrid Genetic Algorithm for Feature Selection Based on Mutual Information[C]∥International Conference on Interactive Technologies and Games.IEEE,2016.<br /> [16]REAL R,VARGAS J M.The Probabilistic Basis of Jaccard’s Index of Similarity[J].Systematic Biology,1996,45(3):380-385.<br /> [17]KOMM D,KR LOVICˇ R,M MKE T.On the Advice Complexity of the Set Cover Problem[C]∥International Computer Science Symposium in Russia.Berlin:Springer,2012:241-252.<br /> [18]WANG X,GULBAHCE N,YU H.Network-based methods for human disease gene prediction[J].Briefings in Functional Genomics,2011,10(5):280-293.<br /> [19]WU X,PANG E,LIN K,et al.Improving the Measurement of Semantic Similarity between Gene Ontology Terms and Gene Products:Insights from an Edge- and IC-Based Hybrid Method[J].Plos One,2013,8(5):e66745.<br /> [20]SZKLARCZYK D,FRANCESCHINI A,WYDER S,et al. STRING v10:protein-protein interaction networks,integrated over the tree of life[J].Nucleic Acids Research,2015,43:D447.<br /> [21]VANITHA C D A,DEVARAJ D,VENKATESULU M.Multiclass cancer diagnosis in microarray gene profile using mutual information and Support Vector Machine[J].Intelligent Data Analysis,2016,20(6):1425-1439.<br /> [22]DING C,PENG H.Minimum Redundancy Feature Selection from Microarray Gene Expression Data[J].Journal of Bioinformatics & Computational Biology,2005,3(2):185-205.<br /> [23]JOHNSON R W.An introduction to the bootstrap[J].Teaching Statistics,2001,23(2):49-54.<br /> [24]BARRETT T,SUZEK T O,TROUP D B,et al.NCBI GEO:mining millions of profiles—database and tools[J].Nucleic Acids Research,2005,33(Database Issue):D562.<br /> [25]TIMALSINA P,CHARLES K,MONDAL A M.STRING PPI Score to Characterize Protein Subnetwork Biomarkers for Human Diseases and Pathways[C]∥IEEE International Confe-rence on Bioinformatics and Bioengineering.IEEE,2014:251-256.<br /> [26]SALEM H,ATTIYA G,EL-FISHAWY N.Classification of human cancer diseases by gene profiles[J].Applied Soft Computing,2017,50:124-134.<br /> [27]CHEN K H,WANG K J,WANG K M,et al.Applying particle swarm optimization-based decision tree classifier forcancer classification on gene data[J].Applied Soft Computing,2014,24(C):773-780. |
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