Florin Gorunescu

Publication Activity (10 Years)

Years Active: 2002-2018
Publications (10 Years): 3

Top Topics

Single Hidden Layer

Genetic Algorithm

Cancer Detection

Top Venues

J. Biomed. Informatics

Expert Syst. J. Knowl. Eng.

Artif. Intell. Medicine

Expert Syst. Appl.

Publications

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 (2018)
Florin Gorunescu, Smaranda Belciug
Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis. J. Biomed. Informatics 63 (2016)
Smaranda Belciug, Florin Gorunescu
A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs. Artif. Intell. Medicine 68 (2016)
Smaranda Belciug, Florin Gorunescu
Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation. J. Biomed. Informatics 53 (2015)
Smaranda Belciug, Florin Gorunescu
Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis. J. Biomed. Informatics 52 (2014)
Florin Gorunescu, Smaranda Belciug
Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization. J. Biomed. Informatics 49 (2014)
Smaranda Belciug, Florin Gorunescu
A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence. Expert Syst. J. Knowl. Eng. 30 (3) (2013)
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) (2012)
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) (2011)
Smaranda Belciug, Abdel-Badeeh M. Salem, Florin Gorunescu, Marina Gorunescu
Clustering-based approach for detecting breast cancer recurrence. ISDA (2010)
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) (2010)
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)
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)
Kenneth Revett, Florin Gorunescu, Abdel-Badeeh M. Salem
Feature selection in Parkinson's disease: A rough sets approach. IMCSIT (2009)
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) (2007)
Kenneth Revett, Florin Gorunescu, Marius Ene
A Machine Learning Approach to Differentiating Bacterial From Viral Meningitis. John Vincent Atanasoff Symposium (2006)
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)
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) (2002)