James D. Malley - Publications, H-index & Citations

James D. Malley

national institutes of health (nih) - usa

51H指数

164论文数

1.0W被引数

收录论文 33

发表时间

What makes a good prediction? Feature importance and beginning to open the black box of machine learning in genetics

HUMAN GENETICS

IF3.6

2021-12-04

OAAI

Musolf, Anthony M.; Holzinger, Emily R.; Malley, James D.; Bailey-Wilson, Joan E.

The optimal crowd learning machine

BIODATA MINING

IF6.1

2017-05-19

OAAI

Battogtokh, Bilguunzaya; Mojirsheibani, Majid; Malley, James

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

BIODATA MINING

IF6.1

2016-04-06

OAAI

Li, Jing; Malley, James D.; Andrew, Angeline S.; Karagas, Margaret R.; Moore, Jason H.

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

BIODATA MINING

IF6.1

2016-02-01

OAAI

Szymczak, Silke; Holzinger, Emily; Dasgupta, Abhijit; Malley, James D.; Molloy, Anne M.; Mills, James L.; Brody, Lawrence C.; Stambolian, Dwight; Bailey-Wilson, Joan E.

Synthetic learning machines

BIODATA MINING

IF6.1

2014-12-18

OAAI

Ishwaran, Hemant; Malley, James D.

O brave new world that has such machines in it

BIODATA MINING

IF6.1

2014-11-17

OAAI

Malley, James D.; Malley, Karen G.; Moore, Jason H.

First complex, then simple

BIODATA MINING

IF6.1

2014-07-18

OAAI

Malley, James D.; Moore, Jason H.

Innovation is often unnerving: the door into summer

BIODATA MINING

IF6.1

2014-07-17

OAAI

Malley, James D.; Moore, Jason H.

Comparative validation of the D. melanogaster modENCODE transcriptome annotation

GENOME RESEARCH

IF5.5

2014-07-01

127

OAAI

Chen, Zhen-Xia; Sturgill, David; Qu, Jiaxin; Jiang, Huaiyang; Park, Soo; Boley, Nathan; Suzuki, Ana Maria; Fletcher, Anthony R.; Plachetzki, David C.; FitzGerald, Peter C.; Artieri, Carlo G.; Atallah, Joel; Barmina, Olga; Brown, James B.; Blankenburg, Kerstin P.; Clough, Emily; Dasgupta, Abhijit; Gubbala, Sai; Han, Yi; Jayaseelan, Joy C.; Kalra, Divya; Kim, Yoo-Ah; Kovar, Christie L.; Lee, Sandra L.; Li, Mingmei; Malley, James D.; Malone, John H.; Mathew, Tittu; Mattiuzzo, Nicolas R.; Munidasa, Mala; Muzny, Donna M.; Ongeri, Fiona; Perales, Lora; Przytycka, Teresa M.; Pu, Ling-Ling; Robinson, Garrett; Thornton, Rebecca L.; Saada, Nehad; Scherer, Steven E.; Smith, Harold E.; Vinson, Charles; Warner, Crystal B.; Worley, Kim C.; Wu, Yuan-Qing; Zou, Xiaoyan; Cherbas, Peter; Kellis, Manolis; Eisen, Michael B.; Piano, Fabio; Kionte, Karin; Fitch, David H.; Sternberg, Paul W.; Cutter, Asher D.; Duff, Michael O.; Hoskins, Roger A.; Graveley, Brenton R.; Gibbs, Richard A.; Bickel, Peter J.; Kopp, Artyom; Carninci, Piero; Celniker, Susan E.; Oliver, Brian; Richards, Stephen

Risk estimation using probability machines

BIODATA MINING

IF6.1

2014-03-01

OAAI

Dasgupta, Abhijit; Szymczak, Silke; Moore, Jason H.; Bailey-Wilson, Joan E.; Malley, James D.

The disconnect between classical biostatistics and the biological data mining community

BIODATA MINING

IF6.1

2013-07-24

OAAI

Malley, James D.; Moore, Jason H.