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1

Constructing Pathway-based Priors Within a Gaussian Mixture Model for Bayesian Regression and Classification

Boluki, Shahin, Shahrokh Esfahani, Mohammad, Qian, Xiaoning, Dougherty, Edward Russell

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2017

Language:

english

File:

PDF, 2.09 MB

english, 2017

2

Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors

Boluki, Shahin, Esfahani, Mohammad Shahrokh, Qian, Xiaoning, Dougherty, Edward R

Journal:

BMC Bioinformatics

Year:

2017

Language:

english

File:

PDF, 882 KB

english, 2017

3

[ACM Press the 2018 ACM International Conference - Washington, DC, USA (2018.08.29-2018.09.01)] Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics - BCB '18 - Optimal Clustering with Missing Values

Boluki, Shahin, Zamani Dadaneh, Siamak, Qian, Xiaoning, Dougherty, Edward R.

Year:

2018

Language:

english

File:

PDF, 1.70 MB

english, 2018

4

Multi-objective Bayesian materials discovery: Application on the discovery of precipitation strengthened NiTi shape memory alloys through micromechanical modeling

Solomou, Alexandros, Zhao, Guang, Boluki, Shahin, Joy, Jobin K., Qian, Xiaoning, Karaman, Ibrahim, Arróyave, Raymundo, Lagoudas, Dimitris C.

Journal:

Materials & Design

Year:

2018

Language:

english

File:

PDF, 3.60 MB

english, 2018

5

Experiment Design Frameworks for Accelerated Discovery of Targeted Materials Across Scales

Talapatra, Anjana, Boluki, Shahin, Honarmandi, Pejman, Solomou, Alexandros, Zhao, Guang, Ghoreishi, Seyede Fatemeh, Molkeri, Abhilash, Allaire, Douglas, Srivastava, Ankit, Qian, Xiaoning, Dougherty, E

Journal:

Frontiers in Materials

Year:

2019

Language:

english

File:

PDF, 7.52 MB

english, 2019

6

Optimal clustering with missing values

Boluki, Shahin, Zamani Dadaneh, Siamak, Qian, Xiaoning, Dougherty, Edward R.

Journal:

BMC Bioinformatics

Year:

2019

Language:

english

File:

PDF, 1.27 MB

english, 2019

7

Experimental Design via Generalized Mean Objective Cost of Uncertainty

Boluki, Shahin, Qian, Xiaoning, Dougherty, Edward R.

Journal:

Year:

2019

Language:

english

File:

PDF, 4.26 MB

english, 2019

8

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Arsm Gradient Estimator for Supervised Learning to Rank

Dadaneh, Siamak Zamani, Boluki, Shahin, Zhou, Mingyuan, Qian, Xiaoning

Year:

2020

File:

PDF, 289 KB

2020