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Research

Publications: Dr Nicolas Hernandez

Hernández N, Martos G ( 2024 ) . Domain Selection for Gaussian Process Data: An Application to Electrocardiogram Signals . Biometrical Journal vol. 66 , ( 8 )
Hernández N, Cugliari J, Jacques J ( 2024 ) . Simultaneous predictive bands for functional time series using minimum entropy sets . Communications in Statistics - Simulation and Computation vol. ahead-of-print , ( ahead-of-print ) 1 - 25 .
Hernández N, Muñoz A, Martos G ( 2023 ) . Density kernel depth for outlier detection in functional data . International Journal of Data Science and Analytics vol. 16 , ( 4 ) 481 - 488 .
Hernández N, Soenksen J, Newcombe P, Sandhu M, Barroso I, Wallace C, Asimit JL ( 2021 ) . The flashfm approach for fine-mapping multiple quantitative traits . Nature Communications vol. 12 , ( 1 )
Muñoz A, Hernández N, Moguerza JM, Martos G ( 2018 ) . Combining Entropy Measures for Anomaly Detection . Entropy vol. 20 , ( 9 )
Martos G, Hernández N, Muñoz A, Moguerza JM ( 2018 ) . Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection . Entropy vol. 20 , ( 1 )
Hernandez N, Muñoz A ( 2016 ) . Kernel Depth Measures for Functional Data with Application to Outlier Detection . Artificial Neural Networks and Machine Learning – ICANN 2016 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II , Editors: Villa, AEP, Masulli, P, Pons Rivero, AJ , Springer