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Regression, Classification and Ensemble Machine Learning Approaches to Forecasting Clinical Outcomes in Ischemic Stroke.

A. Kabir, C. Ruiz, S. Alvarez, и M. Moonis. BIOSTEC (Selected Papers), том 881 из Communications in Computer and Information Science, стр. 376-402. Springer, (2017)

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Manuel Alvarez

Rodrigo Álvarez

Salvador Alvarez

Alejandro Alvarez

Christian Alvarez

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NVIS: an interactive visualization tool for neural networksM. Streeter, M. Ward, и S. Alvarez. Proc of Visual Data Exploration and Analysis Conference, (2001)Predicting Outcome of Ischemic Stroke Patients using Bootstrap Aggregating with M5 Model Trees.A. Kabir, C. Ruiz, S. Alvarez, и M. Moonis. HEALTHINF, стр. 178-187. SciTePress, (2017)Deviation-based Dynamic Time Warping for Clustering Human Sleep.C. Wang, S. Alvarez, C. Ruiz, и M. Moonis. BIOSIGNALS, стр. 88-95. SciTePress, (2016)Model Selection Meta-learning for the Prognosis of Pancreatic Cancer.S. Floyd, C. Ruiz, S. Alvarez, J. Tseng, и G. Whalen. HEALTHINF, стр. 29-37. INSTICC Press, (2010)Knowledge Discovery in Clinical Performance of Cancer Patients.J. Hayward, S. Alvarez, C. Ruiz, M. Sullivan, J. Tseng, и G. Whalen. BIBM, стр. 51-58. IEEE Computer Society, (2008)Regression, Classification and Ensemble Machine Learning Approaches to Forecasting Clinical Outcomes in Ischemic Stroke.A. Kabir, C. Ruiz, S. Alvarez, и M. Moonis. BIOSTEC (Selected Papers), том 881 из Communications in Computer and Information Science, стр. 376-402. Springer, (2017)Semi-Markov Modeling-Clustering of Human Sleep with Efficient Initialization and Stopping.C. Wang, S. Alvarez, C. Ruiz, и M. Moonis. BIOSIGNALS, стр. 61-68. SciTePress, (2014)Discovery of sleep composition types using expectation-maximization.A. Khasawneh, S. Alvarez, C. Ruiz, S. Misra, и M. Moonis. CBMS, стр. 26-31. IEEE Computer Society, (2010)Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains.C. Wang, S. Alvarez, C. Ruiz, и M. Moonis. HEALTHINF, стр. 122-130. SciTePress, (2013)Machine Learning of Human Sleep Patterns based on Stage Bout Durations.F. Usher, C. Wang, S. Alvarez, C. Ruiz, и M. Moonis. HEALTHINF, стр. 71-80. SciTePress, (2012)

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