Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification
暂无分享,去创建一个
Michel Verleysen | Damien François | Jean Delbeke | Gael de Lannoy | M. Verleysen | J. Delbeke | D. François | G. Lannoy
[1] Stanislaw Osowski,et al. Support vector machine-based expert system for reliable heartbeat recognition , 2004, IEEE Transactions on Biomedical Engineering.
[2] Patrick E. McSharry,et al. Advanced Methods And Tools for ECG Data Analysis , 2006 .
[3] Juan Pablo Martínez,et al. Heartbeat Classification Using Feature Selection Driven by Database Generalization Criteria , 2011, IEEE Transactions on Biomedical Engineering.
[4] Jeffrey M. Hausdorff,et al. Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .
[5] M. Llamedo Soria,et al. An ECG classification model based on multilead wavelet transform features , 2007, 2007 Computers in Cardiology.
[6] A. Ng. Feature selection, L1 vs. L2 regularization, and rotational invariance , 2004, Twenty-first international conference on Machine learning - ICML '04.
[7] Honglak Lee,et al. Efficient L1 Regularized Logistic Regression , 2006, AAAI.
[8] Philip de Chazal,et al. Automatic classification of heartbeats using ECG morphology and heartbeat interval features , 2004, IEEE Transactions on Biomedical Engineering.
[9] Stephen Kwek,et al. Applying Support Vector Machines to Imbalanced Datasets , 2004, ECML.
[10] Lawrence R. Rabiner,et al. A tutorial on hidden Markov models and selected applications in speech recognition , 1989, Proc. IEEE.
[11] I.Y. Kim,et al. Hierarchical support vector machine based heartbeat classification using higher order statistics and hermite basis function , 2008, 2008 Computers in Cardiology.
[12] Andrew Smith,et al. Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free , 2005, IJCNLP.
[13] Andrew McCallum,et al. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.
[14] Stephen P. Boyd,et al. Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.
[15] Pablo Laguna,et al. A wavelet-based ECG delineator: evaluation on standard databases , 2004, IEEE Transactions on Biomedical Engineering.
[16] Mark W. Schmidt,et al. Fast Optimization Methods for L1 Regularization: A Comparative Study and Two New Approaches , 2007, ECML.
[17] Stanislaw Osowski,et al. ECG beat recognition using fuzzy hybrid neural network , 2001, IEEE Trans. Biomed. Eng..
[18] Farid Melgani,et al. Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization , 2008, IEEE Transactions on Information Technology in Biomedicine.
[19] Carsten Peterson,et al. Clustering ECG complexes using Hermite functions and self-organizing maps , 2000, IEEE Trans. Biomed. Eng..
[20] Michel Verleysen,et al. Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification , 2010, BIOSTEC.
[21] Andrew McCallum,et al. An Introduction to Conditional Random Fields for Relational Learning , 2007 .
[22] K. Egiazarian,et al. Comparative study of morphological and time-frequency ECG descriptors for heartbeat classification. , 2006, Medical engineering & physics.
[23] Gauthier Doquire,et al. Feature selection for supervised inter-patient heart beat classification , 2011, BIOSIGNALS 2011.