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1

A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science

Faghmous, James H., Kumar, Vipin

Journal:

Year:

2014

Language:

english

File:

PDF, 1.19 MB

english, 2014

2

Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data

Karpatne, Anuj, Atluri, Gowtham, Faghmous, James, Steinbach, Michael, Banerjee, Arindam, Ganguly, Auroop, Shekhar, Shashi, Samatova, Nagiza, Kumar, Vipin

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2017

Language:

english

File:

PDF, 5.38 MB

english, 2017

3

[IEEE 2013 IEEE International Conference on Data Mining (ICDM) - Dallas, TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining - A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics

Faghmous, James H., Le, Matthew, Uluyol, Muhammed, Kumar, Vipin, Chatterjee, Snigdhansu

Year:

2013

Language:

english

File:

PDF, 1.72 MB

english, 2013

4

A daily global mesoscale ocean eddy dataset from satellite altimetry

Faghmous, James H., Frenger, Ivy, Yao, Yuanshun, Warmka, Robert, Lindell, Aron, Kumar, Vipin

Journal:

Scientific Data

Year:

2015

Language:

english

File:

PDF, 4.03 MB

english, 2015

5

Targeting weight loss interventions to reduce cardiovascular complications of type 2 diabetes: a machine learning-based post-hoc analysis of heterogeneous treatment effects in the Look AHEAD trial

Baum, Aaron, Scarpa, Joseph, Bruzelius, Emilie, Tamler, Ronald, Basu, Sanjay, Faghmous, James

Journal:

The Lancet Diabetes & Endocrinology

Year:

2017

Language:

english

File:

PDF, 641 KB

english, 2017

6

[IEEE 2012 Conference on Intelligent Data Understanding (CIDU) - Boulder, CO, USA (2012.10.24-2012.10.26)] 2012 Conference on Intelligent Data Understanding - EddyScan: A physically consistent ocean eddy monitoring application

Faghmous, James H., Styles, Luke, Mithal, Varun, Boriah, Shyam, Liess, Stefan, Kumar, Vipin, Vikebo, Frode, Mesquita, Michel dos Santos

Year:

2012

Language:

english

File:

PDF, 2.58 MB

english, 2012

7

Theory-Guided Data Science for Climate Change

Faghmous, James H., Banerjee, Arindam, Shekhar, Shashi, Steinbach, Michael, Kumar, Vipin, Ganguly, Auroop R., Samatova, Nagiza

Journal:

Year:

2014

Language:

english

File:

PDF, 3.04 MB

english, 2014

8

Computing and Climate

Faghmous, James H., Kumar, Vipin, Shekhar, Shashi

Journal:

Computing in Science & Engineering

Year:

2015

Language:

english

File:

PDF, 1.06 MB

english, 2015

9

A Guide to Climate Datasets: Summary and Research Challenges

Karpatne, Anuj, Liess, Stefan, Faghmous, James, Kumar, Vipin

Journal:

Computing in Science & Engineering

Year:

2015

Language:

english

File:

PDF, 676 KB

english, 2015

10

[IEEE 2015 IEEE International Conference on Data Mining Workshop (ICDMW) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining Workshop (ICDMW) - Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping

Chen, Xi C., Kumar, Vipin, Faghmous, James H

Year:

2015

Language:

english

File:

PDF, 196 KB

english, 2015

11

Coverage of clinic-based TB screening in South Africa may be low in key risk groups

McCreesh, N., Faghmous, I., Looker, C., Dodd, P. J., Plumb, I. D., Shanaube, K., Muyoyeta, M., Godfrey-Faussett, P., Ayles, H., White, R. G.

Journal:

Public Health Action

Year:

2016

Language:

english

File:

PDF, 94 KB

english, 2016

12

[ACM Press the 7th Annual Symposium - Nairobi, Kenya (2016.11.18-2016.11.20)] Proceedings of the 7th Annual Symposium on Computing for Development - ACM DEV '16 - Equitable development through deep learning

Doupe, Patrick, Bruzelius, Emilie, Faghmous, James, Ruchman, Samuel G.

Year:

2016

Language:

english

File:

PDF, 5.90 MB

english, 2016

13

[Society for Industrial and Applied Mathematics Proceedings of the 2016 SIAM International Conference on Data Mining - ()] Proceedings of the 2016 SIAM International Conference on Data Mining - A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise

Chen, Xi C., Yao, Yuanshun, Shi, Sichao, Chatterjee, Snigdhansu, Kumar, Vipin, Faghmous, James H.

Language:

english

File:

PDF, 1.13 MB

english

14

Moderate and severe renal impairment in European CHB patients treated with TDF or ETV: a 7-year retrospective cohort study in 490 patients (on behalf of the ReCoRd investigators group)

Lampertico, P., Flaherty, J.F., Op Den Brouw, M., Rose, I.L., Faghmous, I., Phulpin, C., Van Troostenburg, A., Ramroth, H.

Journal:

Journal of Hepatology

Year:

2018

Language:

english

File:

PDF, 87 KB

english, 2018

15

Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques

Ganguly, A. R., Kodra, E. A., Agrawal, A., Banerjee, A., Boriah, S., Chatterjee, Sn., Chatterjee, So., Choudhary, A., Das, D., Faghmous, J., Ganguli, P., Ghosh, S., Hayhoe, K., Hays, C., Hendrix, W.,

Journal:

Nonlinear Processes in Geophysics

Year:

2014

Language:

english

File:

PDF, 4.71 MB

english, 2014

16

Assessment of Risk of Harm Associated With Intensive Blood Pressure Management Among Patients With Hypertension Who Smoke

Scarpa, Joseph, Bruzelius, Emilie, Doupe, Patrick, Le, Matthew, Faghmous, James, Baum, Aaron

Journal:

JAMA Network Open

Year:

2019

Language:

english

File:

PDF, 814 KB

english, 2019

17

Machine Learning for Health Services Researchers

Doupe, Patrick, Faghmous, James, Basu, Sanjay

Journal:

Value in Health

Year:

2019

Language:

english

File:

PDF, 718 KB

english, 2019

18

1017PEstimating the incidence of cryptogenic organising pneumonia in chronic lymphocytic leukaemia patients: A real-world cohort study

Faghmous, I, Ramroth, H, Aguilar, C, Van Troostenburg, A, Badyal, P

Journal:

Annals of Oncology

Year:

2018

File:

PDF, 87 KB

2018

19

Machine Learning Methods for Precision Medicine Research Designed to Reduce Health Disparities: A Structured Tutorial

Basu, Sanjay, Faghmous, James H., Doupe, Patrick

Journal:

Ethnicity and Disease

Year:

2020

File:

PDF, 309 KB

2020

20

Optimization of chitosan-coated W/O/W multiple emulsion stabilized with Span 80 and Tween 80 using BoxâBehnken design

Faghmous, Naima, Bouzid, Djallel, Boumaza, Marwa, Touati, Asma, Boyron, Olivier

Journal:

Journal of Dispersion Science and Technology

Year:

2020

File:

PDF, 3.86 MB

2020