 | 2012 |
| 13 |  | Jordan M. Malof,
Maciej A. Mazurowski,
Georgia D. Tourassi:
The effect of class imbalance on case selection for case-based classifiers: An empirical study in the context of medical decision support.
Neural Networks 25: 141-145 (2012) |
| 2011 |
| 12 |  | Maciej A. Mazurowski,
Joseph Y. Lo,
Brian P. Harrawood,
Georgia D. Tourassi:
Mutual information-based template matching scheme for detection of breast masses: From mammography to digital breast tomosynthesis.
Journal of Biomedical Informatics 44(5): 815-823 (2011) |
| 2009 |
| 11 |  | Jordan M. Malof,
Maciej A. Mazurowski,
Georgia D. Tourassi:
The effect of class imbalance on case selection for case-based classifiers, with emphasis on computer-aided diagnosis systems.
IJCNN 2009: 1975-1980 |
| 10 |  | Maciej A. Mazurowski,
Georgia D. Tourassi:
Evaluating classifiers: Relation between area under the receiver operator characteristic curve and overall accuracy.
IJCNN 2009: 2045-2049 |
| 9 |  | Jacek M. Zurada,
Maciej A. Mazurowski,
Rommohan Ragade,
Artur Abdullin,
Janusz Wojtusiak,
James E. Gentle:
Building virtual community in computational intelligence and machine learning [Research Frontier].
IEEE Comp. Int. Mag. 4(1): 43-54 (2009) |
| 2008 |
| 8 |  | Maciej A. Mazurowski,
Jacek M. Zurada,
Georgia D. Tourassi:
Reliability Assessment of Ensemble Classifiers: Application in Mammography.
Digital Mammography / IWDM 2008: 366-370 |
| 7 |  | Jacek M. Zurada,
Janusz Wojtusiak,
Fahmida Chowdhury,
James E. Gentle,
Cedric J. Jeannot,
Maciej A. Mazurowski:
Computational intelligence virtual community: Framework and implementation issues.
IJCNN 2008: 3153-3157 |
| 6 |  | Maciej A. Mazurowski,
Piotr A. Habas,
Jacek M. Zurada,
Joseph Y. Lo,
Jay A. Baker,
Georgia D. Tourassi:
Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance.
Neural Networks 21(2-3): 427-436 (2008) |
| 2007 |
| 5 |  | Maciej A. Mazurowski,
Jacek M. Zurada:
Solving decentralized multi-agent control problems with genetic algorithms.
IEEE Congress on Evolutionary Computation 2007: 1029-1034 |
| 4 |  | Maciej A. Mazurowski,
Piotr A. Habas,
Georgia D. Tourassi,
Jacek M. Zurada:
Case-base reduction for a computer assisted breast cancer detection system using genetic algorithms.
IEEE Congress on Evolutionary Computation 2007: 600-605 |
| 3 |  | Georgia D. Tourassi,
Jonathan L. Jesneck,
Maciej A. Mazurowski,
Piotr A. Habas:
Stacked Generalization in Computer-Assisted Decision Systems: Empirical Comparison of Data Handling Schemes.
IJCNN 2007: 1343-1347 |
| 2 |  | Maciej A. Mazurowski,
Piotr A. Habas,
Georgia D. Tourassi,
Jacek M. Zurada:
Impact of Low Class Prevalence on the Performance Evaluation of Neural Network Based Classifiers: Experimental Study in the Context of Computer-Assisted Medical Diagnosis.
IJCNN 2007: 2005-2009 |
| 2005 |
| 1 |  | Przemyslaw Szecówka,
Andrzej Szczurek,
Maciej A. Mazurowski,
Benedykt Licznerski,
Franz Pichler:
Neural Network Sensitivity Analysis Applied for the Reduction of the Sensor Matrix.
EUROCAST 2005: 27-32 |