Juan Carlos Ruiz-Rodríguez

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 1

Top Topics

Logistic Regression

Least Squares Support Vector Machine

Top Venues

Expert Syst. Appl.

Artif. Intell. Medicine

Publications

Alfredo Vellido, Vicent J. Ribas, Carles Morales, Adolfo Ruiz-Sanmartin, Juan Carlos Ruiz-Rodríguez
Machine Learning for Critical Care: An Overview and a Sepsis Case Study. IWBBIO (1) (2017)
Vicent J. Ribas Ripoll, Alfredo Vellido, Enrique Romero, Juan Carlos Ruiz-Rodríguez
Sepsis mortality prediction with the Quotient Basis Kernel. Artif. Intell. Medicine 61 (1) (2014)
Vicent J. Ribas Ripoll, Enrique Romero, Juan Carlos Ruiz-Rodríguez, Alfredo Vellido
A quotient basis kernel for the prediction of mortality in severe sepsis patients. ESANN (2013)
Vicent J. Ribas, Alfredo Vellido, Juan Carlos Ruiz-Rodríguez, Jordi Rello
Corrigendum to "Severe sepsis mortality prediction with logistic regression over latent factors" [Expert Systems with Applications 39 (2) (2012) 1937-1943]. Expert Syst. Appl. 39 (18) (2012)
Vicent J. Ribas, Alfredo Vellido, Juan Carlos Ruiz-Rodríguez, Jordi Rello
Severe sepsis mortality prediction with logistic regression over latent factors. Expert Syst. Appl. 39 (2) (2012)
Vicent J. Ribas, Jesús Caballero Lopez, Anna Sáez de Tejada, Juan Carlos Ruiz-Rodríguez, Adolfo Ruiz-Sanmartin, Jordi Rello, Alfredo Vellido
On the Use of Graphical Models to Study ICU Outcome Prediction in Septic Patients Treated with Statins. CIBB (2011)
Vicent J. Ribas, Jesús Caballero Lopez, Juan Carlos Ruiz-Rodríguez, Adolf Ruiz-Sanmartin, Jordi Rello, Alfredo Vellido
On the use of decision trees for ICU outcome prediction in sepsis patients treated with statins. CIDM (2011)
Vicent J. Ribas, Jesús Caballero Lopez, Adolf Ruiz-Sanmartin, Juan Carlos Ruiz-Rodríguez, Jordi Rello, Anna Wojdel, Alfredo Vellido
Severe sepsis mortality prediction with relevance vector machines. EMBC (2011)