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2020 – today
- 2022
[c8]Evanjelin Mahmoodi, Anthony M. Musolf, James D. Malley, Daniel S. Kiser, Dwight Stambolian, Qing Li, Joan E. Bailey-Wilson:
Entanglement Mapping: A Novel Method to Detect Interacting SNPs in Genome-Wide Studies. CIBCB 2022: 1-10
2010 – 2019
- 2016
- [j16]Silke Szymczak
, Emily Rose Holzinger, Abhijit Dasgupta, James D. Malley, Anne M. Molloy, James L. Mills, Lawrence C. Brody, Dwight Stambolian, Joan E. Bailey-Wilson:
r2VIM: A new variable selection method for random forests in genome-wide association studies. BioData Min. 9: 7 (2016) - [j15]Jing Li, James D. Malley, Angeline S. Andrew, Margaret R. Karagas, Jason H. Moore:
Detecting gene-gene interactions using a permutation-based random forest method. BioData Min. 9: 14 (2016) - [j14]Gérard Biau, Aurélie Fischer, Benjamin Guedj, James D. Malley:
COBRA: A combined regression strategy. J. Multivar. Anal. 146: 18-28 (2016) - 2015
- [j13]James D. Malley, Anthony R. Fletcher:
POVMs and the Two Theorems of Naimark and Sz.-Nagy. Axioms 4(3): 400-411 (2015) - [c7]Emily Rose Holzinger, Silke Szymczak, Abhijit Dasgupta, James D. Malley, Qing Li, Joan E. Bailey-Wilson:
Variable Selection Method for the Identification of Epistatic Models. Pacific Symposium on Biocomputing 2015: 195-206 - 2014
- [j12]James D. Malley, Anthony R. Fletcher:
Joint Distributions and Quantum Nonlocal Models. Axioms 3(2): 166-176 (2014) - [j11]James D. Malley:
Classical Probability and Quantum Outcomes. Axioms 3(2): 244-259 (2014) - [j10]Abhijit Dasgupta, Silke Szymczak, Jason H. Moore, Joan E. Bailey-Wilson, James D. Malley:
Risk estimation using probability machines. BioData Min. 7: 2 (2014) - [j9]James D. Malley, Jason H. Moore:
Innovation is often unnerving: the door into summer. BioData Min. 7: 12 (2014) - [j8]James D. Malley, Jason H. Moore:
First complex, then simple. BioData Min. 7: 13 (2014) - [j7]James D. Malley, Karen G. Malley, Jason H. Moore:
O brave new world that has such machines in it. BioData Min. 7: 26 (2014) - [j6]Hemant Ishwaran, James D. Malley:
Synthetic learning machines. BioData Min. 7: 28 (2014) - 2013
- [j5]James D. Malley, Abhijit Dasgupta, Jason H. Moore:
The limits of p-values for biological data mining. BioData Min. 6: 10 (2013) - [j4]James D. Malley, Jason H. Moore:
The disconnect between classical biostatistics and the biological data mining community. BioData Min. 6: 12 (2013) - [c6]Qinxin Pan, Ting Hu, James D. Malley, Angeline S. Andrew, Margaret R. Karagas, Jason H. Moore:
Supervising Random Forest Using Attribute Interaction Networks. EvoBIO 2013: 104-116 - 2010
- [j3]Kristin K. Nicodemus, James D. Malley, Carolin Strobl, Andreas Ziegler:
The behaviour of random forest permutation-based variable importance measures under predictor correlation. BMC Bioinform. 11: 110 (2010)
2000 – 2009
- 2009
- [j2]Kristin K. Nicodemus, James D. Malley:
Predictor correlation impacts machine learning algorithms: implications for genomic studies. Bioinform. 25(15): 1884-1890 (2009) - 2008
- [j1]Inke R. König, James D. Malley, Sinisa Pajevic, Christian Weimar, Hans-Christoph Diener, Andreas Ziegler:
Patient-centered yes/no prognosis using learning machines. Int. J. Data Min. Bioinform. 2(4): 289-341 (2008) - 2003
- [c5]Anna K. Jerebko, James D. Malley, Marek Franaszek, Ronald M. Summers:
Computer aided polyp detection in CT colonography using an ensemble of support vector machines. CARS 2003: 1019-1024 - 2002
- [c4]Anna K. Jerebko, James D. Malley, Marek Franaszek, Ronald M. Summers:
Multi network classification scheme for detection of colonic polyps in CT colonography data sets. ISBI 2002: 197-200 - 2001
- [c3]Alexa T. McCray, Olivier Bodenreider, James D. Malley, Allen C. Browne:
Evaluating UMLS strings for natural language processing. AMIA 2001 - [c2]Ronald M. Summers, Anna K. Jerebko, Marek Franaszek, James D. Malley:
An integrated system for computer-aided diagnosis in CT colonography: work in progress. CARS 2001: 669-675
1990 – 1999
- 1998
- [c1]Ronald M. Summers, Lynne M. Pusanik, James D. Malley:
Automatic detection of endobronchial lesions using virtual bronchoscopy: comparison of two methods. Image Processing 1998
Coauthor Index
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