Publications by Kumar, Luke
In Journal (refereed)
| 1. | L. Kumar, R. Greiner. "Gene expression based survival prediction for cancer patients: A topic modeling approach". PLoS One, 14(11), pp e0224446, November 2019.  |
| 2. | M. Jabbar, L. Kumar, H. Samuel, M. Kim, S. Prabhakar, R. Goebel, O. Zaiane. "On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering". November 2018.  |
| 3. | F. Seyednasrollah, D. Koestler, T. Wang, S. Piccolo, R. Vega, R. Greiner, C. Fuchs, E. Gofer, L. Kumar. "A DREAM Challenge to build prediction models for short-term discontinuation of docetaxel in metastatic castration-resistant prostate cancer". Journal of Clinical Oncology: Clinical Cancer Informatics, (1), pp 1-15, July 2017. |
| 4. | J. Guinney, T. Wang, P. DREAM Community, R. Greiner, R. Vega, L. Kumar, J. Patel. "Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowd-sourced challenge with open clinical trial data.". Lancet Oncology, 18(1), pp 132-142, January 2017. |
In Conference (refereed)
| 5. | S. Chowdhury, L. Kumar, T. Imam, M. Jabbar, V. Sapra, K. Aggarwal, A. Hindle, R. Greiner. "A system-call based model of software energy consumption without hardware instrumentation". INTERNATIONAL GREEN and SUSTAINABLE COMPUTING CONFERENCE, pp 1-6, December 2015. |
In Workshop
| 6. | L. Kumar, R. Greiner. "Survival prediction using microarray data - A topic modeling approach". Workshop on Computational Frameworks for Personalization, October 2018. |
Other Categories
| 7. | L. Kumar. "Survival Prediction using Gene Expression Data - A Topic Modeling Approach". MSc Thesis, Computing Science, Thesis, December 2016. |
