James D. Malley

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

2016

COBRA: A combined regression strategy.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2016

r2VIM: A new variable selection method for random forests in genome-wide association studies.

[BibT_eX]

[DOI]

BioData Min., 2016

Detecting gene-gene interactions using a permutation-based random forest method.

[BibT_eX]

[DOI]

BioData Min., 2016

2015

POVMs and the Two Theorems of Naimark and Sz.-Nagy.

[BibT_eX]

[DOI]

Anthony R. Fletcher

Axioms, 2015

Variable Selection Method for the Identification of Epistatic Models.

[BibT_eX]

[DOI]

Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

2014

O brave new world that has such machines in it.

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[DOI]

Karen G. Malley

BioData Min., 2014

First complex, then simple.

[BibT_eX]

[DOI]

BioData Min., 2014

Innovation is often unnerving: the door into summer.

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[DOI]

BioData Min., 2014

Synthetic learning machines.

[BibT_eX]

[DOI]

Hemant Ishwaran

BioData Min., 2014

Risk estimation using probability machines.

[BibT_eX]

[DOI]

Abhijit Dasgupta

Silke Szymczak

BioData Min., 2014

Joint Distributions and Quantum Nonlocal Models.

[BibT_eX]

[DOI]

Anthony R. Fletcher

Axioms, 2014

Classical Probability and Quantum Outcomes.

[BibT_eX]

[DOI]

Axioms, 2014

2013

The disconnect between classical biostatistics and the biological data mining community.

[BibT_eX]

[DOI]

BioData Min., 2013

The limits of p-values for biological data mining.

[BibT_eX]

[DOI]

Abhijit Dasgupta

BioData Min., 2013

Supervising Random Forest Using Attribute Interaction Networks.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2013

2010

The behaviour of random forest permutation-based variable importance measures under predictor correlation.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

2009

Predictor correlation impacts machine learning algorithms: implications for genomic studies.

[BibT_eX]

[DOI]

Kristin K. Nicodemus

Bioinform., 2009

2008

Patient-centered yes/no prognosis using learning machines.

[BibT_eX]

[DOI]

Hans-Christoph Diener

Andreas Ziegler

Int. J. Data Min. Bioinform., 2008

2003

Computer aided polyp detection in CT colonography using an ensemble of support vector machines.

[BibT_eX]

Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

2002

Multi network classification scheme for detection of colonic polyps in CT colonography data sets.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001

An integrated system for computer-aided diagnosis in CT colonography: work in progress.

[BibT_eX]

Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

Evaluating UMLS strings for natural language processing.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2001, 2001

1998

Automatic detection of endobronchial lesions using virtual bronchoscopy: comparison of two methods.

[BibT_eX]

[DOI]

Ronald M. Summers

Lynne M. Pusanik