Florin Gorunescu - researchr alias

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Viewing Publication 1 - 20 from 20

2020

Intelligent Decision Support Systems - A Journey to Smarter HealthcareSmaranda Belciug, Florin Gorunescu. Volume 157 of Intelligent Systems Reference Library, Springer, 2020. [doi]

2018

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 detectionSmaranda Belciug, Florin Gorunescu. jbi, 83:159-166, 2018. [doi]

2016

A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costsSmaranda Belciug, Florin Gorunescu. artmed, 68:59-69, 2016. [doi]

Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosisFlorin Gorunescu, Smaranda Belciug. jbi, 63:74-81, 2016. [doi]

2015

Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computationSmaranda Belciug, Florin Gorunescu. jbi, 53:261-269, 2015. [doi]

2014

Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosisSmaranda Belciug, Florin Gorunescu. jbi, 52:329-337, 2014. [doi]

Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadializationFlorin Gorunescu, Smaranda Belciug. jbi, 49:112-118, 2014. [doi]

2013

A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrenceSmaranda Belciug, Florin Gorunescu. es, 30(3):243-254, 2013. [doi]

2012

Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural networkFlorin Gorunescu, Smaranda Belciug, Marina Gorunescu, Radu Badea. eswa, 39(17):12824-12832, 2012. [doi]

2011

Data Mining - Concepts, Models and TechniquesFlorin Gorunescu. Volume 12 of Intelligent Systems Reference Library, Springer, 2011. [doi]

Competitive/collaborative neural computing system for medical diagnosis in pancreatic cancer detectionFlorin Gorunescu, Marina Gorunescu, Adrian Saftoiu, Peter Vilmann, Smaranda Belciug. es, 28(1):33-48, 2011. [doi]

2010

2009

Feature selection in Parkinson s disease: A rough sets approachKenneth Revett, Florin Gorunescu, Abdel-Badeeh M. Salem. imcsit 2009: 425-428 [doi]

2007

A machine learning approach to keystroke dynamics based user authenticationKenneth Revett, Florin Gorunescu, Marina Gorunescu, Marius Ene, Sérgio Tenreiro de Magalhães, Henrique M. Dinis Santos. ijesdf, 1(1):55-70, 2007. [doi]

2006

A Machine Learning Approach to Differentiating Bacterial From Viral MeningitisKenneth Revett, Florin Gorunescu, Marius Ene. NAS 2006: 155-162 [doi]

2005

An Evolutionary Computational Approach to Probabilistic Neural Network with Application to Hepatic Cancer DiagnosisFlorin Gorunescu, Marina Gorunescu, Elia El-Darzi, Smaranda Gorunescu. cbms 2005: 461-466 [doi]

2002

A queueing model for bed-occupancy management and planning of hospitalsFlorin Gorunescu, Sally I. McClean, Peter H. Millard. jors, 53(1):19-24, 2002. [doi]

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