Antoniya Georgieva

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 4

Top Venues

University of Portsmouth, UK (PHD)

Education History

University of Portsmouth, UK

PHD

Publications

John Tolladay, Mariana Tome, Antoniya Georgieva
A deep learning method for locating fetal heart rate decelerations during labour using crowd-sourced data. Expert Syst. Appl. 255 (2024)
Daniel Asfaw, Ivan Jordanov, Lawrence Impey, Ana Namburete, Raymond Lee, Antoniya Georgieva
Fetal Heart Rate Classification with Convolutional Neural Networks and the Effect of Gap Imputation on Their Performance. LOD (1) (2022)
Alessio Petrozziello, Christopher W. G. Redman, Aris T. Papageorghiou, Ivan Jordanov, Antoniya Georgieva
Multimodal Convolutional Neural Networks to Detect Fetal Compromise During Labor and Delivery. IEEE Access 7 (2019)
Alessio Petrozziello, Ivan Jordanov, Aris T. Papageorghiou, Christopher W. G. Redman, Antoniya Georgieva
Deep Learning for Continuous Electronic Fetal Monitoring in Labor. EMBC (2018)
Ben D. Fulcher, Antoniya Georgieva, Christopher W. G. Redman, Nick S. Jones
Highly comparative fetal heart rate analysis. CoRR (2014)
Liang Xu, Antoniya Georgieva, Christopher W. G. Redman, Stephen J. Payne
Feature selection for computerized fetal heart rate analysis using genetic algorithms. EMBC (2013)
Nedyalko Petrov, Antoniya Georgieva, Ivan Jordanov
Self-organizing maps for texture classification. Neural Comput. Appl. 22 (7-8) (2013)
Antoniya Georgieva, Stephen J. Payne, Mary Moulden, Christopher W. G. Redman
Artificial neural networks applied to fetal monitoring in labour. Neural Comput. Appl. 22 (1) (2013)
Ben D. Fulcher, Antoniya Georgieva, Christopher W. G. Redman, Nick S. Jones
Highly comparative fetal heart rate analysis. EMBC (2012)
Antoniya Georgieva, Stephen J. Payne, Mary Moulden, Christopher W. G. Redman
Relation of fetal heart rate signals with unassignable baseline to poor neonatal state at birth. Medical Biol. Eng. Comput. 50 (7) (2012)
Antoniya Georgieva, Stephen J. Payne, Mary Moulden, Christopher W. G. Redman
Computerized intrapartum electronic fetal monitoring: Analysis of the decision to deliver for fetal distress. EMBC (2011)
Antoniya Georgieva, Ivan Jordanov
A hybrid meta-heuristic for global optimisation using low-discrepancy sequences of points. Comput. Oper. Res. 37 (3) (2010)
Ivan Jordanov, Antoniya Georgieva
Feedforward neural networks for automated classification. IEEE ICCI (2010)
Antoniya Georgieva, Ivan Jordanov
Global optimization based on novel heuristics, low-discrepancy sequences and genetic algorithms. Eur. J. Oper. Res. 196 (2) (2009)
Antoniya Georgieva, Ivan Jordanov
Intelligent Visual Recognition and Classification of Cork Tiles With Neural Networks. IEEE Trans. Neural Networks 20 (4) (2009)
Antoniya Georgieva, Stephen J. Payne, Christopher W. G. Redman
Computerised electronic foetal heart rate monitoring in labour: automated contraction identification. Medical Biol. Eng. Comput. 47 (12) (2009)
Ivan Jordanov, Antoniya Georgieva
Intelligent hybrid system for pattern recognition and classification. CSTST (2008)
Antoniya Georgieva, Ivan Jordanov
Hybrid Metaheuristics for Global Optimization: A Comparative Study. HAIS (2008)
Ivan Jordanov, Antoniya Georgieva
Neural Network Learning With Global Heuristic Search. IEEE Trans. Neural Networks 18 (3) (2007)
Antoniya Georgieva, Ivan Jordanov
Supervised Neural Network Training with a Hybrid Global Optimization Technique. IJCNN (2006)
Antoniya Georgieva, Ivan Jordanov
A Hybrid Heuristic Method for Global Optimization. HIS (2005)

Antoniya Georgieva.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Antoniya Georgieva