Rosa E. Lillo

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 17

Top Topics

Mahalanobis Distance

Allocation Policies

Markov Modulated

Top Venues

Adv. Data Anal. Classif.

Reliab. Eng. Syst. Saf.

Eur. J. Oper. Res.

Publications

Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo, Iñaki Ucar
nn2poly: An R Package for Converting Neural Networks into Interpretable Polynomials. CoRR (2024)
Belén Pulido, Alba M. Franco Pereira, Rosa E. Lillo
A fast epigraph and hypograph-based approach for clustering functional data. Stat. Comput. 33 (2) (2023)
Oluwasegun Taiwo Ojo, Antonio Fernández Anta, Rosa E. Lillo, Carlo Sguera
Detecting and classifying outliers in big functional data. Adv. Data Anal. Classif. 16 (3) (2022)
Yoel G. Yera, Rosa E. Lillo, Bo Friis Nielsen, Pepa Ramírez-Cobo, Fabrizio Ruggeri
A bivariate two-state Markov modulated Poisson process for failure modeling. Reliab. Eng. Syst. Saf. 208 (2021)
Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo, Iñaki Ucar
Towards a mathematical framework to inform Neural Network modelling via Polynomial Regression. CoRR (2021)
Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo, Iñaki Ucar
Towards a mathematical framework to inform neural network modelling via polynomial regression. Neural Networks 142 (2021)
Pepa Ramírez-Cobo, Emilio Carrizosa, Rosa E. Lillo
Analysis of an aggregate loss model in a Markov renewal regime. Appl. Math. Comput. 396 (2021)
Lara Quijano Sánchez, Federico Liberatore, Guillermo Rodríguez-Lorenzo, Rosa E. Lillo, José Luis González-Álvarez
A twist in Intimate Partner Violence Risk Assessment Tools: Gauging the contribution of exogenous and historical variables. Knowl. Based Syst. 234 (2021)
Alvaro Mendez-Civieta, M. Carmen Aguilera-Morillo, Rosa E. Lillo
Adaptive sparse group LASSO in quantile regression. Adv. Data Anal. Classif. 15 (3) (2021)
Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo, Iñaki Ucar
NN2Poly: A polynomial representation for deep feed-forward artificial neural networks. CoRR (2021)
Juan C. Laria, David Delgado-Gómez, Inmaculada Peñuelas-Calvo, Enrique Baca-García, Rosa E. Lillo
Accurate Prediction of Children's ADHD Severity Using Family Burden Information: A Neural Lasso Approach. Frontiers Comput. Neurosci. 15 (2021)
Alba M. Franco Pereira, Rosa E. Lillo
Rank tests for functional data based on the epigraph, the hypograph and associated graphical representations. Adv. Data Anal. Classif. 14 (3) (2020)
Jairo A. Ayala-Godoy, Rosa E. Lillo, Juan Romo
Automatic elimination of the pectoral muscle in mammograms based on anatomical features. CoRR (2020)
Dalia Valencia, Rosa E. Lillo, Juan Romo
A Kendall correlation coefficient between functional data. Adv. Data Anal. Classif. 13 (4) (2019)
Yoel G. Yera, Rosa E. Lillo, Pepa Ramírez-Cobo
Fitting procedure for the two-state Batch Markov modulated Poisson process. Eur. J. Oper. Res. 279 (1) (2019)
Joanna Rodríguez, Rosa E. Lillo, Pepa Ramírez-Cobo
Dependence patterns for modeling simultaneous events. Reliab. Eng. Syst. Saf. 154 (2016)
Joanna Rodríguez, Rosa E. Lillo, Pepa Ramírez-Cobo
. Perform. Evaluation 102 (2016)
Joanna Rodríguez, Rosa E. Lillo, Pepa Ramírez-Cobo
Failure modeling of an electrical N-component framework by the non-stationary Markovian arrival process. Reliab. Eng. Syst. Saf. 134 (2015)
Pedro Galeano, Esdras Joseph, Rosa E. Lillo
The Mahalanobis Distance for Functional Data With Applications to Classification. Technometrics 57 (2) (2015)
Belen Martin-Barragan, Rosa E. Lillo, Juan Romo
Interpretable support vector machines for functional data. Eur. J. Oper. Res. 232 (1) (2014)
Henry Laniado, Rosa E. Lillo
Allocation Policies of Redundancies in Two-Parallel-Series and Two-Series-Parallel Systems. IEEE Trans. Reliab. 63 (1) (2014)
Nuria Torrado, Michael P. Wiper, Rosa E. Lillo
Software Reliability Modeling with Software Metrics Data via Gaussian Processes. IEEE Trans. Software Eng. 39 (8) (2013)
Nuria Torrado, Rosa E. Lillo
Likelihood ratio order of spacings from two heterogeneous samples. J. Multivar. Anal. 114 (2013)
Nuria Torrado, Rosa E. Lillo, Michael P. Wiper
On the conjecture of Kochar and Korwar. J. Multivar. Anal. 101 (5) (2010)
María Concepción Ausín, Michael P. Wiper, Rosa E. Lillo
Bayesian prediction of the transient behaviour and busy period in short- and long-tailed GI/G/1 queueing systems. Comput. Stat. Data Anal. 52 (3) (2008)
Pepa Ramírez-Cobo, Rosa E. Lillo, Michael P. Wiper
Bayesian Analysis of a Queueing System with a Long-Tailed Arrival Process. Commun. Stat. Simul. Comput. 37 (4) (2008)
Rosa E. Lillo
Ergodicity and analysis of the process describing the system state in polling systems with two queues. Eur. J. Oper. Res. 167 (1) (2005)
Félix Belzunce, Rosa E. Lillo, Franco Pellerey, Moshe Shaked
Preservation of association in multivariate shock and claim models. Oper. Res. Lett. 30 (4) (2002)
Rosa E. Lillo, M. Martìn Dìaz
Characterization Results Based On A Functional Derivative Approach. Comb. Probab. Comput. 10 (5) (2001)
Rosa E. Lillo
Note on relations between criteria for ageing. Reliab. Eng. Syst. Saf. 67 (2) (2000)
Rosa E. Lillo
Stability and irreducibility of queueing systems with finite capacity. Queueing Syst. Theory Appl. 35 (1-4) (2000)
Rosa E. Lillo, M. Martìn Dìaz
On optimal exhaustive policies for the M/G/1-queue. Oper. Res. Lett. 27 (1) (2000)