参考文献
[1]Li Jing,Hu Chongwei,Xu Danning,et al.Application of Time-series Autoregressive Integrated Moving Average Model in Predicting the Epidemic Situation of Newcastle Disease[C]//Proceedings of WAC’10.Washington D.C.,USA:IEEE
Press,2010:141-144.
[2]Lu H M,Zeng D,Chen H.Prospective Infectious Disease Outbreak Detection Using Markov Switching Models[J].IEEE Transactions on Knowledge and Data Engineering,2010,22(4):565-577.
[3]易华云,刘爱忠,张琰.Markov 模型在卫生领域中应用简介[J].循证医学,2008,8(3):172-176.
[4]Lee S D,Kim D K.Bayesian Inferences and Forecasting in Spatial Time Series Models[C]//Proceedings of the 9th International Conference on Machine Learning and Applications.Washington D.C.,USA:IEEE Press,2010:767-770.
[5]冀俊忠,刘椿年,沙志强.贝叶斯网模型的学习,推理和应用[J].计算机工程与应用,2003,39(5):24-27.
[6]Ghalwash M F,Ramljak D,Obradovic Z.Early Classification of Multivariate Time Series Using a Hybrid HMM/SVM Model[C]//Proceedings of IEEE International Conference on Bioinformatics and Biomedicine.Washington D.C.,USA:IEEE
Press,2012:1-6.
[7]许朝霞,王忆勤,颜建军,等.基于支持向量机和人工神经网络的心血管疾病中医证候分类识别研究[J].北京中医药大学学报,2011,34(8):539-543.
[8]Kordmahalleh M M,Sefidmazgi M G,Homaifar A,et al.Time-series Forecasting with Evolvable Partially Connected Artificial Neural Network[C]//Proceedings of 2014 Conference Companion on Genetic and Evolutionary Computation
Companion.New York,USA:ACM Press,2014:79-80.
[9]Fu X,Liew C,Soh H,et al.Time-series Infectious Disease Data Analysis Using SVM and Genetic Algorithm[C]//Proceedings of IEEE Congress on Evolutionary Computation.Washington D.C.,USA:IEEE Press,2007:1276-1280.
[10]Hsiao C.Autoregressive Modeling and Causal Ordering of Economic Variables[J].Journal of Economic Dynamics and Control,1982,4(1):243-259.
[11]Nguyen T,Khosravi A,Creighton D,et al.Epidemiological Dynamics Modeling by Fusion of Soft Computing Techniques[C]//Proceedings of IEEE IJCNN’13.Washington D.C.,USA:IEEE Press,2013:1-8.
[12]张迎春,肖冬荣,赵远东.基于时间序列神经网络的气象预测研究[J].武汉理工大学学报:交通科学与工程版,2003,27(2):237-240.
[13]Sharma A,Bose M.Rainfall Prediction Using k-NN Based Similarity Measure[M].Berlin,Germany:Springer,2014:125-132.
[14]张林,刘先珊,阴和俊.基于时间序列的支持向量机在负荷预测中的应用[J].电网技术,2005,28(19):38-41.
[15]Chandola V,Banerjee A,Kumar V.Anomaly Detection for Discrete Sequences:A Survey[J].IEEE Transactions on Knowledge and Data Engineering,2012,24(5):823-839.
[16]Bautista-Thompson E,De L C S S.Shape Similarity Index for Time Series Based on Features of Euclidean Distances Histograms[C]//Proceedings of CIC’06.Washington D.C.,USA:IEEE Press,2006:60-64.
[17]肖瑞,刘国华.基于趋势的时间序列相似性度量和聚类研究[J].计算机应用研究,2014,31(9):2600-2605.
[18]Agrawal R,Faloutsos C,Swami A.Efficient Similarity Search in Sequence Databases[M].Berlin,Germany:Springer,1993.
[19]Chan K P,Fu A W C.Efficient Time Series Matching by Wavelets[C]//Proceedings of the 15th International Conference on Data Engineering.Washington D.C.,USA:IEEE Press,1999:126-133.
[20]Chu K K W,Wong M H.Fast Time-series Searching with Scaling and Shifting[C]//Proceedings of the 8th ACM Symposium on Principles of Database Systems.New York,USA:ACM Press,1999:237-248.
编辑索书志 |