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Anomaly detection in scientific data using joint statistical moments

Journal of computational physics, 2019-06, Vol.387, p.522-538

2019

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Hellinger distance decision trees are robust and skew-insensitive

Data mining and knowledge discovery, 2012, Vol.24 (1), p.136-158

2012

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A hybrid deep learning architecture for classification of microscopic damage on National Ignition Facility laser optics

Statistical analysis and data mining, 2019-12, Vol.12 (6), p.505-513

2019

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Combination of multiple classifiers using local accuracy estimates

IEEE transactions on pattern analysis and machine intelligence, 1997-04, Vol.19 (4), p.405-410

1997

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PostDOCK: A Structural, Empirical Approach to Scoring Protein Ligand Complexes

Journal of medicinal chemistry, 2005-11, Vol.48 (22), p.6821-6831

2005

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Detecting and ordering salient regions

Data mining and knowledge discovery, 2011, Vol.22 (1-2), p.259-290

2011

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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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Anomaly detection in scientific data using joint statistical moments

Journal of computational physics, 2019-03, Vol.387

2019

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Ensemble diversity measures and their application to thinning

Information fusion, 2005-03, Vol.6 (1), p.49-62

2005

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A Comparison of Ensemble Creation Techniques

Lecture notes in computer science, 2004, Vol.3077, p.223-232

2004

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Combination of multiple classifiers using local accuracy estimates

Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1996, p.391-396

1996

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Distributed learning with bagging-like performance

Pattern recognition letters, 2003-01, Vol.24 (1-3), p.455-471

2003

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Using classifier ensembles to label spatially disjoint data

Information fusion, 2008, Vol.9 (1), p.120-133

2008

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Mind the Gap: On Bridging the Semantic Gap between Machine Learning and Malware Analysis

Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security, 2020, p.49-60

2020

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FCLib: A Library for Building Data Analysis and Data Discovery Tools

Advances in Intelligent Data Analysis VI, 2005, p.192-203

2005

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Feature selection via decision tree surrogate splits

2008 19th International Conference on Pattern Recognition, 2008, p.1-5

2008

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A New Ensemble Diversity Measure Applied to Thinning Ensembles

Lecture notes in computer science, 2003, Vol.2709, p.306-316

2003

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Semi-supervised learning on large complex simulations

2008 19th International Conference on Pattern Recognition, 2008, p.1-4

2008

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Using feature importance metrics to detect events of interest in scientific computing applications

2017 IEEE 7th Symposium on Large Data Analysis and Visualization (LDAV), 2017, p.55-63

2017

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Detecting and ordering salient regions for efficient browsing

2008 19th International Conference on Pattern Recognition, 2008, p.1-4

2008

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The Computation of Cloud-Base Height from Paired Whole-Sky Imaging Cameras

Journal of atmospheric and oceanic technology, 1996-02, Vol.13 (1), p.97-113

1996

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Ensembles of Classifiers from Spatially Disjoint Data

Lecture notes in computer science, 2005, p.196-205

2005

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Terrain Segmentation with On-Line Mixtures of Experts for Autonomous Robot Navigation

Multiple Classifier Systems, 2009, Vol.5519, p.385-397

2009

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COMET: A Recipe for Learning and Using Large Ensembles on Massive Data

2011 IEEE 11th International Conference on Data Mining, 2011, p.41-50

2011

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EVALUATION OF STELLATE LESION DETECTION IN A STANDARD MAMMOGRAM DATA SET

International journal of pattern recognition and artificial intelligence, 1993-12, Vol.7 (6), p.1477-1492

KEGELMEYER, W. PHILIP

1993

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Anomaly detection in scientific data using joint statistical moments

Hellinger distance decision trees are robust and skew-insensitive

A hybrid deep learning architecture for classification of microscopic damage on National Ignition Facility laser optics

Combination of multiple classifiers using local accuracy estimates

PostDOCK: A Structural, Empirical Approach to Scoring Protein Ligand Complexes

Detecting and ordering salient regions

SMOTE: Synthetic Minority Over-sampling Technique

Anomaly detection in scientific data using joint statistical moments

Ensemble diversity measures and their application to thinning

A Comparison of Ensemble Creation Techniques

Combination of multiple classifiers using local accuracy estimates

Distributed learning with bagging-like performance

Using classifier ensembles to label spatially disjoint data

Mind the Gap: On Bridging the Semantic Gap between Machine Learning and Malware Analysis

FCLib: A Library for Building Data Analysis and Data Discovery Tools

Feature selection via decision tree surrogate splits

A New Ensemble Diversity Measure Applied to Thinning Ensembles

Semi-supervised learning on large complex simulations

Using feature importance metrics to detect events of interest in scientific computing applications

Detecting and ordering salient regions for efficient browsing

The Computation of Cloud-Base Height from Paired Whole-Sky Imaging Cameras

Ensembles of Classifiers from Spatially Disjoint Data

Terrain Segmentation with On-Line Mixtures of Experts for Autonomous Robot Navigation

COMET: A Recipe for Learning and Using Large Ensembles on Massive Data

EVALUATION OF STELLATE LESION DETECTION IN A STANDARD MAMMOGRAM DATA SET

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