NN2Poly: A Polynomial Representation for Deep Feed-Forward Artificial Neural Networks. - Morala, Pablo; Cifuentes, Jenny Alexandra; Lillo, Rosa E.; Ucar, Iñaki (IEEE Trans. Neural Networks Learn. Syst., 2025)

The more the merrier: logical and multistage processors in credit scoring. - Pérez-Peralta, Arturo; Benítez-Peña, Sandra; Lillo, Rosa E. (CoRR, 2025)

Nowcasting Temporal Trends Using Indirect Surveys. - Srivastava, Ajitesh; Ramirez, Juan Marcos; Díaz-Aranda, Sergio; Aguilar, José; Anta, Antonio Fernández; Ortega, Antonio; Lillo, Rosa Elvira (2024)

nn2poly: An R Package for Converting Neural Networks into Interpretable Polynomials. - Morala, Pablo; Cifuentes, Jenny Alexandra; Lillo, Rosa E.; Ucar, Iñaki (CoRR, 2024)

Error Bounds for the Network Scale-Up Method. - Díaz-Aranda, Sergio; Ramirez, Juan Marcos; Daga, Mohit; Champati, Jaya Prakash; Aguilar, José; Lillo, Rosa Elvira; Anta, Antonio Fernández (CoRR, 2024)

Incentivized Network Dynamics in Digital Job Recruitment. - Kolic, Blas; Cebrián, Manuel; Ucar, Iñaki; Lillo, Rosa E. (CoRR, 2024)

Consistent comparison of symptom-based methods for COVID-19 infection detection. - Rufino, Jesús; Ramirez, Juan Marcos; Aguilar, José; Baquero, Carlos; Champati, Jaya Prakash; Frey, Davide; Lillo, Rosa Elvira; Anta, Antonio Fernández (Int. J. Medical Informatics, 2023)

A fast epigraph and hypograph-based approach for clustering functional data. - Pulido, Belén; Pereira, Alba M. Franco; Lillo, Rosa E. (Stat. Comput., 2023)

Detecting and classifying outliers in big functional data. - Ojo, Oluwasegun Taiwo; Anta, Antonio Fernández; Lillo, Rosa E.; Sguera, Carlo (Adv. Data Anal. Classif., 2022)

Adaptive sparse group LASSO in quantile regression. - Mendez-Civieta, Alvaro; Aguilera-Morillo, M. Carmen; Lillo, Rosa E. (Adv. Data Anal. Classif., 2021)

Analysis of an aggregate loss model in a Markov renewal regime. - Ramírez-Cobo, Pepa; Carrizosa, Emilio; Lillo, Rosa E. (Appl. Math. Comput., 2021)

Accurate Prediction of Children's ADHD Severity Using Family Burden Information: A Neural Lasso Approach. - Laria, Juan C.; Delgado-Gómez, David; Peñuelas-Calvo, Inmaculada; Baca-García, Enrique; Lillo, Rosa E. (Frontiers Comput. Neurosci., 2021)

A twist in Intimate Partner Violence Risk Assessment Tools: Gauging the contribution of exogenous and historical variables. - Sánchez, Lara Quijano; Liberatore, Federico; Rodríguez-Lorenzo, Guillermo; Lillo, Rosa E.; González-Álvarez, José Luis (Knowl. Based Syst., 2021)

Towards a mathematical framework to inform neural network modelling via polynomial regression. - Morala, Pablo; Cifuentes, Jenny Alexandra; Lillo, Rosa E.; Ucar, Iñaki (Neural Networks, 2021)

A bivariate two-state Markov modulated Poisson process for failure modeling. - Yera, Yoel G.; Lillo, Rosa E.; Nielsen, Bo Friis; Ramírez-Cobo, Pepa; Ruggeri, Fabrizio (Reliab. Eng. Syst. Saf., 2021)

Towards a mathematical framework to inform Neural Network modelling via Polynomial Regression. - Morala, Pablo; Cifuentes, Jenny Alexandra; Lillo, Rosa E.; Ucar, Iñaki (CoRR, 2021)

Estimating Active Cases of COVID-19. - Álvarez, Javier; Baquero, Carlos; Cabana, Elisa; Champati, Jaya Prakash; Anta, Antonio Fernández; Frey, Davide; García-Agundez, Augusto; Georgiou, Chryssis; Goessens, Mathieu; Hernández, Harold; Lillo, Rosa E.; Menezes, Raquel; et al. (CoRR, 2021)

NN2Poly: A polynomial representation for deep feed-forward artificial neural networks. - Morala, Pablo; Cifuentes, Jenny Alexandra; Lillo, Rosa E.; Ucar, Iñaki (CoRR, 2021)

Rank tests for functional data based on the epigraph, the hypograph and associated graphical representations. - Pereira, Alba M. Franco; Lillo, Rosa E. (Adv. Data Anal. Classif., 2020)

CoronaSurveys: Using Surveys with Indirect Reporting to Estimate the Incidence and Evolution of Epidemics. - Ojo, Oluwasegun; García-Agundez, Augusto; Girault, Benjamin; Hernández, Harold; Cabana, Elisa; García-García, Amanda; Arabshahi, Payman; Baquero, Carlos; Casari, Paolo; Ferreira, Ednaldo José; Frey, Davide; Georgiou, Chryssis; et al. (CoRR, 2020)

Automatic elimination of the pectoral muscle in mammograms based on anatomical features. - Ayala-Godoy, Jairo A.; Lillo, Rosa E.; Romo, Juan (CoRR, 2020)

A Kendall correlation coefficient between functional data. - Valencia, Dalia; Lillo, Rosa E.; Romo, Juan (Adv. Data Anal. Classif., 2019)

Fitting procedure for the two-state Batch Markov modulated Poisson process. - Yera, Yoel G.; Lillo, Rosa E.; Ramírez-Cobo, Pepa (Eur. J. Oper. Res., 2019)

Analytical issues regarding the lack of identifiability of the non-stationary MAP2. - Rodríguez, Joanna; Lillo, Rosa E.; Ramírez-Cobo, Pepa (Perform. Evaluation, 2016)

Dependence patterns for modeling simultaneous events. - Rodríguez, Joanna; Lillo, Rosa E.; Ramírez-Cobo, Pepa (Reliab. Eng. Syst. Saf., 2016)

Failure modeling of an electrical N-component framework by the non-stationary Markovian arrival process. - Rodríguez, Joanna; Lillo, Rosa E.; Ramírez-Cobo, Pepa (Reliab. Eng. Syst. Saf., 2015)

The Mahalanobis Distance for Functional Data With Applications to Classification. - Galeano, Pedro; Joseph, Esdras; Lillo, Rosa E. (Technometrics, 2015)

Interpretable support vector machines for functional data. - Martin-Barragan, Belen; Lillo, Rosa E.; Romo, Juan (Eur. J. Oper. Res., 2014)

Allocation Policies of Redundancies in Two-Parallel-Series and Two-Series-Parallel Systems. - Laniado, Henry; Lillo, Rosa E. (IEEE Trans. Reliab., 2014)

Likelihood ratio order of spacings from two heterogeneous samples. - Torrado, Nuria; Lillo, Rosa E. (J. Multivar. Anal., 2013)

Software Reliability Modeling with Software Metrics Data via Gaussian Processes. - Torrado, Nuria; Wiper, Michael P.; Lillo, Rosa E. (IEEE Trans. Software Eng., 2013)

On the conjecture of Kochar and Korwar. - Torrado, Nuria; Lillo, Rosa E.; Wiper, Michael P. (J. Multivar. Anal., 2010)

Bayesian prediction of the transient behaviour and busy period in short- and long-tailed GI/G/1 queueing systems. - Ausín, María Concepción; Wiper, Michael P.; Lillo, Rosa E. (Comput. Stat. Data Anal., 2008)

Bayesian Analysis of a Queueing System with a Long-Tailed Arrival Process. - Ramírez-Cobo, Pepa; Lillo, Rosa E.; Wiper, Michael P. (Commun. Stat. Simul. Comput., 2008)

Ergodicity and analysis of the process describing the system state in polling systems with two queues. - Lillo, Rosa E. (Eur. J. Oper. Res., 2005)

Preservation of association in multivariate shock and claim models. - Belzunce, Félix; Lillo, Rosa E.; Pellerey, Franco; Shaked, Moshe (Oper. Res. Lett., 2002)

Characterization Results Based On A Functional Derivative Approach. - Lillo, Rosa E.; Dìaz, M. Martìn (Comb. Probab. Comput., 2001)

On optimal exhaustive policies for the M/G/1-queue. - Lillo, Rosa E.; Dìaz, M. Martìn (Oper. Res. Lett., 2000)

Stability and irreducibility of queueing systems with finite capacity. - Lillo, Rosa E. (Queueing Syst. Theory Appl., 2000)

Note on relations between criteria for ageing. - Lillo, Rosa E. (Reliab. Eng. Syst. Saf., 2000)