Aida Brankovic

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Selection Algorithm

Physiological Signals

Neonatal Intensive Care Unit

Feature Selection

Top Venues

IEEE Trans. Cybern.

Publications

Jessica Rahman, Aida Brankovic, Sankalp Khanna
Machine learning model with output correction: Towards reliable bradycardia detection in neonates. Comput. Biol. Medicine 177 (2024)
Aida Brankovic, Wenjie Huang, David Cook, Sankalp Khanna, Konstanty Bialkowski
Elucidating Discrepancy in Explanations of Predictive Models Developed using EMR. CoRR (2023)
Christina J. Lauw, Jessica Rahman, Aida Brankovic, Mark Tracy, Sankalp Khanna
Development of an Interactive Dashboard to Analyse Physiological Signals in the Neonatal Intensive Care Unit. EMBC (2023)
Aida Brankovic, David Cook, Jessica Rahman, Wenjie Huang, Sankalp Khanna
Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted? CoRR (2023)
Aida Brankovic, Wenjie Huang, David Cook, Sankalp Khanna, Konstanty Bialkowski
Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR. MedInfo (2023)
Jessica Rahman, Aida Brankovic, Mark Tracy, Robert Halliday, Sankalp Khanna
Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature Infants. MedInfo (2023)
Zlatan Ajanovic, Emina Alickovic, Aida Brankovic, Sead Delalic, Eldar Kurtic, Salem Malikic, Adnan Mehonic, Hamza Merzic, Kenan Sehic, Bahrudin Trbalic
Vision for Bosnia and Herzegovina in Artificial Intelligence Age: Global Trends, Potential Opportunities, Selected Use-cases and Realistic Goals. CoRR (2022)
Sasan Ahdi Rezaeieh, Aida Brankovic, Azin S. Janani, Beadaa J. Mohammed, Amin Darvazehban, Ali Zamani, Graeme A. Macdonald, Amin M. Abbosh
Wearable Electromagnetic Belt for Steatotic Liver Detection Using Multivariate Energy Statistics. IEEE Access 8 (2020)
Aida Brankovic, Ali Zamani, Adnan Trakic, Konstanty Bialkowski, Beadaa J. Mohammed, David Cook, James Walsham, Amin M. Abbosh
Unsupervised Algorithm for Brain Anomalies Localization in Electromagnetic Imaging. IEEE Trans. Computational Imaging 6 (2020)
Aida Brankovic, Marjan Hosseini, Luigi Piroddi
A Distributed Feature Selection Algorithm Based on Distance Correlation with an Application to Microarrays. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (6) (2019)
Aida Brankovic, Luigi Piroddi
A distributed feature selection scheme with partial information sharing. Mach. Learn. 108 (11) (2019)
Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi
A Feature Selection and Classification Algorithm Based on Randomized Extraction of Model Populations. IEEE Trans. Cybern. 48 (4) (2018)
Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi
Randomised Algorithm for Feature Selection and Classification. CoRR (2016)
Aida Brankovic, Jacopo Guanetti, Donald Selmanaj, Alberto Leva
Applying simple PID tuning rules with extended frequency response knowledge. CDC (2016)
Aida Brankovic, Daniele Berretta, Simone Formentin, Matteo Corno, Sergio M. Savaresi
Modeling and speed limitation control of an electric kick scooter. ECC (2015)