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SMOTE: Synthetic Minority Over-sampling Technique

The Journal of artificial intelligence research, 2002-01, Vol.16, p.321-357

2002

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Comprehensive processing, display and analysis for in vivo MR spectroscopic imaging

NMR in biomedicine, 2006-06, Vol.19 (4), p.492-503

2006

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Review of MR image segmentation techniques using pattern recognition

Medical physics (Lancaster), 1993-07, Vol.20 (4), p.1033-1048

1993

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Clustering with a genetically optimized approach

IEEE transactions on evolutionary computation, 1999-07, Vol.3 (2), p.103-112

1999

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MRI segmentation: Methods and applications

Magnetic Resonance Imaging, 1995, Vol.13 (3), p.343-368

1995

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Automatic tumor segmentation using knowledge-based techniques

IEEE transactions on medical imaging, 1998-04, Vol.17 (2), p.187-201

1998

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Collaborative learning with screen-based simulation in health care education: an empirical study of collaborative patterns and proficiency development

Journal of computer assisted learning, 2011-10, Vol.27 (5), p.448-461

2011

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A Comparison of Decision Tree Ensemble Creation Techniques

IEEE transactions on pattern analysis and machine intelligence, 2007-01, Vol.29 (1), p.173-180

2007

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Validity-guided (re)clustering with applications to image segmentation

IEEE transactions on fuzzy systems, 1996-05, Vol.4 (2), p.112-123

1996

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Application of fuzzy c-means segmentation technique for tissue differentiation in MR images of a hemorrhagic glioblastoma multiforme

Magnetic resonance imaging, 1995, Vol.13 (2), p.277-290

1995

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Fast accurate fuzzy clustering through data reduction

IEEE transactions on fuzzy systems, 2003-04, Vol.11 (2), p.262-270

2003

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Knowledge-based classification and tissue labeling of MR images of human brain

IEEE transactions on medical imaging, 1993-12, Vol.12 (4), p.740-750

1993

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Automatic section thickness determination using an absolute gradient focus function

Journal of microscopy (Oxford), 2012-12, Vol.248 (3), p.245-259

2012

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Fuzzy c-Means Algorithms for Very Large Data

IEEE transactions on fuzzy systems, 2012-12, Vol.20 (6), p.1130-1146

2012

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Comparison of supervised MRI segmentation methods for tumor volume determination during therapy

Magnetic resonance imaging, 1995, Vol.13 (5), p.719-728

1995

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Monitoring brain tumor response to therapy using MRI segmentation

Magnetic resonance imaging, 1997, Vol.15 (3), p.323-334

1997

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Automatic segmentation of non-enhancing brain tumors in magnetic resonance images

Artificial intelligence in medicine, 2001-01, Vol.21 (1), p.43-63

2001

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Distributed Pasting of Small Votes

Lecture notes in computer science, 2002, p.52-61

2002

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Partially supervised clustering for image segmentation

Pattern recognition, 1996-05, Vol.29 (5), p.859-871

1996

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Visualizing fuzzy points in parallel coordinates

IEEE transactions on fuzzy systems, 2003-06, Vol.11 (3), p.369-374

2003

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Normal brain volume measurements using multispectral MRI segmentation

Magnetic resonance imaging, 1997, Vol.15 (1), p.87-97

1997

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Recognizing plankton images from the shadow image particle profiling evaluation recorder

IEEE transactions on cybernetics, 2004-08, Vol.34 (4), p.1753-1762

2004

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A constrained genetic approach for computing material property of elastic objects

IEEE transactions on evolutionary computation, 2006-06, Vol.10 (3), p.341-357

2006

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Rule chaining in fuzzy expert systems

IEEE transactions on fuzzy systems, 2001-12, Vol.9 (6), p.822-828

Hall, L.O.

2001

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Chemical plant fault diagnosis through a hybrid symbolic-connectionist machine learning approach

Computers & chemical engineering, 1998, Vol.22 (1), p.299-321

1998

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SMOTE: Synthetic Minority Over-sampling Technique

Comprehensive processing, display and analysis for in vivo MR spectroscopic imaging

Review of MR image segmentation techniques using pattern recognition

Clustering with a genetically optimized approach

MRI segmentation: Methods and applications

Automatic tumor segmentation using knowledge-based techniques

Collaborative learning with screen-based simulation in health care education: an empirical study of collaborative patterns and proficiency development

A Comparison of Decision Tree Ensemble Creation Techniques

Validity-guided (re)clustering with applications to image segmentation

Application of fuzzy c-means segmentation technique for tissue differentiation in MR images of a hemorrhagic glioblastoma multiforme

Fast accurate fuzzy clustering through data reduction

Knowledge-based classification and tissue labeling of MR images of human brain

Automatic section thickness determination using an absolute gradient focus function

Fuzzy c-Means Algorithms for Very Large Data

Comparison of supervised MRI segmentation methods for tumor volume determination during therapy

Monitoring brain tumor response to therapy using MRI segmentation

Automatic segmentation of non-enhancing brain tumors in magnetic resonance images

Distributed Pasting of Small Votes

Partially supervised clustering for image segmentation

Visualizing fuzzy points in parallel coordinates

Normal brain volume measurements using multispectral MRI segmentation

Recognizing plankton images from the shadow image particle profiling evaluation recorder

A constrained genetic approach for computing material property of elastic objects

Rule chaining in fuzzy expert systems

Chemical plant fault diagnosis through a hybrid symbolic-connectionist machine learning approach

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