Florin Gorunescu

20 papers B 1C 1Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2020	—	`book`	Intelligent Decision Support Systems - A Journey to Smarter Healthcare Smaranda Belciug, Florin Gorunescu
2018	J	`jnl`	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 Smaranda Belciug, Florin Gorunescu
2016	J	`jnl`	A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs. Artif. Intell. Medicine Smaranda Belciug, Florin Gorunescu
2016	J	`jnl`	Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis. J. Biomed. Informatics Florin Gorunescu, Smaranda Belciug
2015	J	`jnl`	Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation. J. Biomed. Informatics Smaranda Belciug, Florin Gorunescu
2014	J	`jnl`	Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis. J. Biomed. Informatics Smaranda Belciug, Florin Gorunescu
2014	J	`jnl`	Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization. J. Biomed. Informatics Florin Gorunescu, Smaranda Belciug
2013	J	`jnl`	A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence. Expert Syst. J. Knowl. Eng. Smaranda Belciug, Florin Gorunescu
2012	J	`jnl`	Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network. Expert Syst. Appl. Florin Gorunescu, Smaranda Belciug, Marina Gorunescu, Radu Badea
2011	J	`jnl`	Competitive/collaborative neural computing system for medical diagnosis in pancreatic cancer detection. Expert Syst. J. Knowl. Eng. Florin Gorunescu, Marina Gorunescu, Adrian Saftoiu, Peter Vilmann, Smaranda Belciug
2011	—	`book`	Data Mining - Concepts, Models and Techniques Florin Gorunescu
2010	J	`jnl`	A statistical framework for evaluating neural networks to predict recurrent events in breast cancer. Int. J. Gen. Syst. Florin Gorunescu, Marina Gorunescu, Elia El-Darzi, Smaranda Gorunescu
2010	J	`jnl`	Automated Classification of Left Ventricular Heart Disease from SPECT Imaging Data. Egypt. Comput. Sci. J. Kenneth Revett, Abdel-Badeeh M. Salem, Florin Gorunescu
2010	C	`conf`	Clustering-based approach for detecting breast cancer recurrence. ISDA Smaranda Belciug, Abdel-Badeeh M. Salem, Florin Gorunescu, Marina Gorunescu
2010	—	`conf`	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 Florin Gorunescu, Smaranda Belciug, Elia El-Darzi, Marina Gorunescu
2009	—	`conf`	Feature selection in Parkinson's disease: A rough sets approach. IMCSIT Kenneth Revett, Florin Gorunescu, Abdel-Badeeh M. Salem
2007	J	`jnl`	A machine learning approach to keystroke dynamics based user authentication. Int. J. Electron. Secur. Digit. Forensics Kenneth Revett, Florin Gorunescu, Marina Gorunescu, Marius Ene, Sérgio Tenreiro de Magalhães, Henrique M. Dinis Santos
2006	—	`conf`	A Machine Learning Approach to Differentiating Bacterial From Viral Meningitis. John Vincent Atanasoff Symposium Kenneth Revett, Florin Gorunescu, Marius Ene
2005	B	`conf`	An Evolutionary Computational Approach to Probabilistic Neural Network with Application to Hepatic Cancer Diagnosis. CBMS Florin Gorunescu, Marina Gorunescu, Elia El-Darzi, Smaranda Gorunescu
2002	J	`jnl`	A queueing model for bed-occupancy management and planning of hospitals. J. Oper. Res. Soc. Florin Gorunescu, Sally I. McClean, Peter H. Millard