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ORCIDFlorin Gorunescu
Person information
- affiliation: Royal Society of Medicine, London, UK
- affiliation: University of Pitesti, Romania
- affiliation (PhD 1979): University of Bucharest, Romania
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Books and Theses
- 2020
[b2]Smaranda Belciug, Florin Gorunescu:
Intelligent Decision Support Systems - A Journey to Smarter Healthcare. Intelligent Systems Reference Library 157, Springer 2020, ISBN 978-3-030-14353-4, pp. 1-266- 2011
- [b1]Florin Gorunescu
:
Data Mining - Concepts, Models and Techniques. Intelligent Systems Reference Library 12, Springer 2011, ISBN 978-3-642-19720-8, pp. 1-330
Journal Articles
- 2018
- [j13]Smaranda Belciug, Florin Gorunescu:
Learning a single-hidden layer feedforward neural network using a rank correlation-based strategy with application to high dimensional gene expression and proteomic spectra datasets in cancer detection. J. Biomed. Informatics 83: 159-166 (2018) - 2016
- [j12]Smaranda Belciug, Florin Gorunescu:
A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs. Artif. Intell. Medicine 68: 59-69 (2016) - [j11]Florin Gorunescu, Smaranda Belciug:
Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis. J. Biomed. Informatics 63: 74-81 (2016) - 2015
- [j10]Smaranda Belciug, Florin Gorunescu:
Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation. J. Biomed. Informatics 53: 261-269 (2015) - 2014
- [j9]Florin Gorunescu, Smaranda Belciug:
Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization. J. Biomed. Informatics 49: 112-118 (2014) - [j8]Smaranda Belciug, Florin Gorunescu:
Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis. J. Biomed. Informatics 52: 329-337 (2014) - 2013
- [j7]Smaranda Belciug, Florin Gorunescu:
A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence. Expert Syst. J. Knowl. Eng. 30(3): 243-254 (2013) - 2012
- [j6]Florin Gorunescu, Smaranda Belciug, Marina Gorunescu, Radu Badea:
Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network. Expert Syst. Appl. 39(17): 12824-12832 (2012) - 2011
- [j5]Florin Gorunescu, Marina Gorunescu, Adrian Saftoiu, Peter Vilmann, Smaranda Belciug:
Competitive/collaborative neural computing system for medical diagnosis in pancreatic cancer detection. Expert Syst. J. Knowl. Eng. 28(1): 33-48 (2011) - 2010
- [j4]Kenneth Revett, Abdel-Badeeh M. Salem, Florin Gorunescu:
Automated Classification of Left Ventricular Heart Disease from SPECT Imaging Data. Egypt. Comput. Sci. J. 34(2) (2010) - [j3]Florin Gorunescu, Marina Gorunescu, Elia El-Darzi, Smaranda Gorunescu:
A statistical framework for evaluating neural networks to predict recurrent events in breast cancer. Int. J. Gen. Syst. 39(5): 471-488 (2010) - 2007
- [j2]Kenneth Revett, Florin Gorunescu, Marina Gorunescu, Marius Ene, Sérgio Tenreiro de Magalhães, Henrique M. Dinis Santos:
A machine learning approach to keystroke dynamics based user authentication. Int. J. Electron. Secur. Digit. Forensics 1(1): 55-70 (2007) - 2002
- [j1]Florin Gorunescu, Sally I. McClean, Peter H. Millard:
A queueing model for bed-occupancy management and planning of hospitals. J. Oper. Res. Soc. 53(1): 19-24 (2002)
Conference and Workshop Papers
- 2010
- [c5]Florin Gorunescu, Smaranda Belciug, Elia El-Darzi, Marina Gorunescu:
Patient grouping optimization using a hybrid self-organizing map and Gaussian mixture model for length of stay-based clustering system. IEEE Conf. of Intelligent Systems 2010: 173-178 - [c4]Smaranda Belciug, Abdel-Badeeh M. Salem, Florin Gorunescu, Marina Gorunescu:
Clustering-based approach for detecting breast cancer recurrence. ISDA 2010: 533-538 - 2009
- [c3]Kenneth Revett, Florin Gorunescu, Abdel-Badeeh M. Salem:
Feature selection in Parkinson's disease: A rough sets approach. IMCSIT 2009: 425-428 - 2006
- [c2]Kenneth Revett, Florin Gorunescu, Marius Ene:
A Machine Learning Approach to Differentiating Bacterial From Viral Meningitis. John Vincent Atanasoff Symposium 2006: 155-162 - 2005
- [c1]Florin Gorunescu, Marina Gorunescu, Elia El-Darzi, Smaranda Gorunescu:
An Evolutionary Computational Approach to Probabilistic Neural Network with Application to Hepatic Cancer Diagnosis. CBMS 2005: 461-466
Coauthor Index
aka: Smaranda Gorunescu
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