Dempster A P,Laird N M,Rubin D B.Maximum Likelihood from Incomplete Data via the EM Algorithm.Journal of the Royal Statistical Society,Series B (Methodological),1977,39(1): 1-38
[2]
Mitrovic D.Reliable Method for Driving Events Recognition.IEEE Trans on Intelligent Transportation System,2005,6(2): 198-205
[3]
Abou-Moustafa K T,Cheriet M,Suen C Y.On the Structure of Hidden Markov Models.Pattern Recognition Letters,2004,25(8): 923-931
[4]
Jger M,Knoll C,Hamprecht F.Weakly Supervised Learning of a Classifier for Unusual Event Detection.IEEE Trans on Image Processing,2008,17(9): 1700-1708
[5]
Beyreuther M,Wassermann J.Continuous Earthquake Detection and Classification Using Discrete Hidden Markov Models.Geophysical Journal International,2008,175(3): 1055-1066
[6]
Lin T H,Kaminski N,Bar-Joseph Z.Alignment and Classification of Time Series Gene Expression in Clinical Studies // Proc of the 16th ISMB Conference on Intelligent Systems for Molecular Biology.Toronto,Canada,2008: 147-155
[7]
Itakura F.Minimum Prediction Residual Principle Applied to Speech Recognition.IEEE Trans on Acoustics,Speech and Signal Process,1975,23(1): 67-72
[8]
Yang Yiming,Pan Rong,Pan Jialin,et al.A Comparative Study on Time Series Classification.Chinese Journal of Computers,2007,30(8): 1259-1265 (in Chinese)(杨一鸣,潘 嵘,潘嘉林,等.时间序列分类问题的算法比较.计算机学报,2007,30(8): 1259-1265)
[9]
Myers C,Rabiner L,Roseneberg A.Performance Tradeoffs in Dynamic Time Warping Algorithms for Isolated Word Recognition.IEEE Trans on Acoustics Signal Processing,1980,28(6): 623-635
[10]
Rabiner L R.A Tutorial on Hidden Markov Models and Selected Application in Speech Recognition // Proc of the IEEE,1989,77(2): 257-286
[11]
Deller J R,Hansen H L,Proakis J G.Discrete-Time Processing of Speech Signals.New York,USA: Macmillan,1993
[12]
Bahl L,Brown P,de Souza P,et al.Maximum Mutual Information Estimation of Hidden Markov Model Parameters for Speech Recognition // Proc of the IEEE International Conference on Acoustics,Speech,and Signal Processing.Tokyo,Japan,1986: 49-52
[13]
Gauvain J L,Lee C H.MAP Estimation of Continuous Density HMM: Theory and Application // Proc of the DARPA Speech and Natural Language Workshop.Harriman,USA: Morgan Kaufman,1992: 185-190
[14]
Saul L,Rahim M.Maximum Likelihood and Minimum Classification Error Rate Factor Analysis for Automatic Speech Recognition.IEEE Trans on Speech and Audio Processing,2000,8(2): 115-125
[15]
Brants T.Estimating Markov Model Structures // Proc of the 4th Conference on Spoken Language Processing.Philadelphia,USA,1996: 893-896
[16]
Bicego M,Murino V,Figueiredo M.A Sequential Pruning Strategy for the Selection of the Number of States in Hidden Markov Models.Pattern Recognition Letters,2003,24(9): 1395-1407
[17]
Atlas L,Ostendorf M,Bernard G D.Hidden Markov Models for Monitoring Machining Tool-Wear // Proc of the IEEE International Conference on Acoustics,Speech and Signal Processing.Istanbul,Turkey,2000: 3887-3890
[18]
LeGland F,Mevel L.Fault Detection in Hidden Markov Models: A Local Asymptotic Approach // Proc of the 39th IEEE Conference on Decision and Control.Sydney,Australia,2000,5: 4686-4690