Livia Jakaite

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 7

Top Topics

Bayesian Learning

Survival Prediction

Top Venues

Artif. Intell. Medicine

Integr. Comput. Aided Eng.

Int. J. Medical Informatics

Publications

Livia Jakaite, Vitaly Schetinin
Adaptive Bayesian learning for making risk-aware decisions: A case of trauma survival prediction. Artif. Intell. Medicine 143 (2023)
Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
Bayesian averaging over decision tree models: An application for estimating uncertainty in trauma severity scoring. Int. J. Medical Informatics 112 (2018)
Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
Bayesian averaging over Decision Tree models for trauma severity scoring. Artif. Intell. Medicine 84 (2018)
Vitaly Schetinin, Livia Jakaite, Ndifreke Nyah, Dusica Novakovic, Wojtek J. Krzanowski
Feature Extraction with GMDH-Type Neural Networks for EEG-Based Person Identification. Int. J. Neural Syst. 28 (6) (2018)
Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
Bayesian learning of models for estimating uncertainty in alert systems: Application to air traffic conflict avoidance. Integr. Comput. Aided Eng. 25 (3) (2018)
Ndifreke Nyah, Livia Jakaite, Vitaly Schetinin, Paul Sant, Amar Aggoun
Evolving polynomial neural networks for detecting abnormal patterns. IEEE Conf. on Intelligent Systems (2016)
Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
Bayesian Predictive Modelling: Application to Aircraft Short-Term Conflict Alert System. BMA@UAI (2015)
Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
Prediction of survival probabilities with Bayesian Decision Trees. Expert Syst. Appl. 40 (14) (2013)
Vitaly Schetinin, Livia Jakaite, Janis Jakaitis, Wojtek J. Krzanowski
Bayesian Decision Trees for predicting survival of patients: A study on the US National Trauma Data Bank. Comput. Methods Programs Biomed. 111 (3) (2013)
Livia Jakaite, Vitaly Schetinin, Carsten Maple
Bayesian Assessment of Newborn Brain Maturity from Two-Channel Sleep Electroencephalograms. Comput. Math. Methods Medicine 2012 (2012)
Vitaly Schetinin, Livia Jakaite
Classification of newborn EEG maturity with Bayesian averaging over decision trees. Expert Syst. Appl. 39 (10) (2012)
Livia Jakaite, Vitaly Schetinin, Joachim Schult
Feature extraction from electroencephalograms for Bayesian assessment of newborn brain maturity. CBMS (2011)
Vitaly Schetinin, Livia Jakaite, Joachim Schult
Informativeness of sleep cycle features in Bayesian assessment of newborn electroencephalographic maturation. CBMS (2011)
Livia Jakaite, Vitaly Schetinin, Carsten Maple
Feature Importance in Bayesian Assessment of Newborn Brain Maturity from EEG CoRR (2010)
Jegor Uglov, Livia Jakaite, Vitaly Schetinin, Carsten Maple
Comparing Robustness of Pairwise and Multiclass Neural-Network Systems for Face Recognition. EURASIP J. Adv. Signal Process. 2008 (2008)
Livia Jakaite, Vitaly Schetinin
Feature Selection for Bayesian Evaluation of Trauma Death Risk CoRR (2008)