Oral presentations at conferences |
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Evaluating Classifiers: Relation Between Area Under the Receiver Operator Characteristic Curve and Overall Accuracy, International Joint Conference on Neural Networks, Atlanta, GA, USA, June 2009 |
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A comparative study of database reduction methods for case-based computer-aided detection systems: preliminary results, SPIE Medical Imaging, Orlando, NC, USA, February 2009 |
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Relational representation for improved decisions with an information-theoretic CADe system: initial experience, SPIE Medical Imaging, Orlando, NC, USA, February 2009 |
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Reliability Assessment of Ensemble Classifiers: Application in Mammography, International Workshop on Digital Mammography, Tucson, AZ, USA, July 2008 |
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Database Decomposition of a Knowledge-Based CAD System in Mammography; an Ensemble Approach to Improve Detection Performance, SPIE Medical Imaging, San Diego, CA, USA, February 2008 |
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Towards Perceptually Driven Image Retrieval in Mammography: A Pilot Observer Study to Assess Visual Similarity of Masses, SPIE Medical Imaging, San Diego, CA, USA, February 2008 |
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Case-base reduction for a computer assisted breast cancer detection system using genetic algorithms, IEEE Congress on Evolutionary Computation, Singapore, September 2007 |
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Solving decentralized multi-agent control problems with genetic algorithms, IEEE Congress on Evolutionary Computation, Singapore, September 2007 |
Impact of Low Class Prevalence on the Performance Evaluation of Neural Network Based Classifiers: Experimental Study in the Context of Computer Assisted Medical Diagnosis, International Joint Conference on Neural Networks, Orlando, FL, USA, August 2007 |
Emergence of communication in multi-agent systems using reinforcement learning, 4th IEEE International Conference on Computational Cybernetics, Tallinn, Estonia, August 2006 |
Limitations of sensitivity analysis for neural networks in cases with dependent inputs, 4th IEEE International Conference on Computational Cybernetics, Tallinn, Estonia, August 2006
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Special presentations and lectures |
A comparative study of database reduction methods for case-based computer-aided decision systems: preliminary results,
presentation at the Medical Physics Seminar, Duke University Medical Center, Duke University, Durham, NC, USA, February 2009
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Improving decision and selecting examples in case-based computer-aided medical decision systems,
presentation at Department of Radiology, Division of the Biological Sciences, The University of Chicago, Chicago, IL, USA, October 2008
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Computational intelligence in medical decision systems - selected projects of Computational Intelligence Laboratory at the University of Louisville,
Duke Advanced Imaging Laboratories, Duke University, Durham, NC, USA, June 2007
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Game theory approach to evolution of communication, Computational Intelligence
Laboratory, University of Louisville, Louisville, KY, USA, June 2006
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Evolution of Language in Multi-agent Systems, Computational Intelligence
Laboratory, University of Louisville, Louisville, KY, USA, April 2006
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Neural network sensitivity analysis method for system input significance
evaluation, Computational Intelligence Laboratory, University of Louisville, Louisville, KY, USA, October 2005
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