![Davit Khachatryan profile image for Davit Khachatryan](https://facultyprofilefiles.babson.edu/MirroredFiles/dkhachatryan/pci/986A4791 copy-1.jpg)
Davit Khachatryan
- Associate Professor
Academic Division: Mathematics, Analytics, Science, and Technology
Academic Degrees
- Ph D, University of Massachusetts Amherst
- MS, University of Massachusetts Amherst
- BS, Yerevan State University
Academic Interest / Expertise
Statistics; Machine Learning; Data Science; Patents; Educational Technologies.Awards & Honors
- 2019 — Faculty Scholarship Award for Interdisciplinary Research, Babson College
- 2017 — Course Release, Babson Faculty Research Fund
- 2016 — Summer Stipend, Babson Faculty Research Fund
- 2013 — Teaching Innovation Fund (TIF), Babson College
Courses
Degree Courses 2024
- QTM 3635 QUANT METHODS MACHINE
- MSB 6300 BUSINESS ANALYTICS FIELD PROJECT
Degree Courses 2023
- AQM 2000 PREDICTIVE BUSINESS ANALYTICS
- QTM 3635 QUANT METHODS MACHINE
- QTM 2000 CASE STUDIES IN BUSINESS ANALYTICS
Publications
Journal Articles
- Girdharry, K., Khachatryan, D. (2024). Meaningful Writing in the Age of Generative Artificial Intelligence. Double Helix: A Journal of Critical Thinking and Writing. Vol: 11. link
- Khachatryan, D. (2022). Playmeans: Inclusive and Engaging Data Science through Music. Page: 1-11. Journal of Statistics and Data Science Education.
- Cleary, R.J., Muehlmann, B.W., Khachatryan, D. (2020). Statisticians Quietly Support Innovation Through Patents. AMSTAT News. Issue: 520, Page: 2 . American Statistical Association. link
- Eloyan, A., Yue, M.S., Khachatryan, D. (2020). Tumor Heterogeneity Estimation for Radiomics in Cancer. Statistics in Medicine.
- Khachatryan, D., Muehlmann, B.W. (2020). Measuring the drafting alignment of patent documents using text mining. PLoS ONE. Vol: 15, Issue: 7, Page: 20. link
- Khachatryan, D., Muehlmann, B.W. (2019). Measuring Technological Breadth and Depth of Patent Documents using Rao’s Quadratic Entropy. link
- Huang, X., Khachatryan, D. (2018). Dimension Reduction for a Multivariate Time Series Process of a Regenerative Glass Furnace. Journal of Quality Technology. Vol: 50, Issue: 1, Page: 98-116.
- Khachatryan, D., Karst, N.J. (2017). V for Voice: Strategies for Bolstering Communication Skills in Statistics. Journal of Statistics Education. link
- Khachatryan, D., Muehlmann, B.W. (2017). Determinants of Successful Patent Applications to Combat Financial Fraud. Scientometrics. Vol: 111, Issue: 3, Page: 1353-1383. Springer.
- Fixson, S.K., Khachatryan, D., Lee, W. (2017). Technological Uncertainty and Firm Boundaries: The Moderating Effect of Knowledge Modularity. IEEE Transactions on Engineering Management. Vol: 64, Issue: 1, Page: 16-28. IEEE.
- Khachatryan, D. (2015). Incorporating Statistical Consulting Case Studies in Introductory Time Series Courses. American Statistician, The. Vol: 69, Issue: 4, Page: 387-396.
- Bisgaard, S., Khachatryan, D. (2011). Quasi-experiments on Process Dynamics. Journal of the Royal Statistical Society (Series C: Applied Statistics). Vol: 60, Issue: 4, Page: 497-517.
- Bisgaard, S., Khachatryan, D. (2010). Asymptotic confidence intervals for variograms of stationary time series. Quality and Reliability Engineering International. Vol: 26, Issue: 3, Page: 259-265.
- Khachatryan, D., Bisgaard, S. (2009). Some results on the variogram in time series analysis. Quality and Reliability Engineering International. Vol: 25, Issue: 8, Page: 947-960.
- Hakopian, Y., Eloyan, A., Khachatryan, D. (2006). About magic rectangles. International Journal of Mathematical Education in Science and Technology. Vol: 37, Issue: 4, Page: 475-483.
Cases and Teaching Notes
- Khachatryan, D. (2014). Amarcord Incorporated: Combatting Money-Laundering Using Data Analytics: Babson Entrepreneurial Leader Collection. Page: 8. Babson College.
- Khachatryan, D. (2014). Amarcord Incorporated: Combatting Money-Laundering Using Data Analytics Software: Babson Entrepreneurial Leader Collection. Babson College.
- Khachatryan, D. (2014). Amarcord Incorporated: Combatting Money-Laundering Using Data Analytics Teaching Note: Babson Entrepreneurial Leader Collection. Page: 13. Babson College.
- Khachatryan, D. (2014). Fargo Health Group: Managing the Demand for Medical Examinations Using Predictive Analytics: Babson Entrepreneurial Leader Collection. Page: 8. Babson College.
- Khachatryan, D. (2014). Fargo Health Group: Managing the Demand for Medical Examinations Using Predictive Analytics - Teaching Note: Babson Entrepreneurial Leader Collection. Page: 15. Babson College.
- Khachatryan, D. (2014). Fargo Health Group: Managing the Demand for Medical Examinations Using Predictive Analytics Software: Babson Entrepreneurial Leader Collection. Babson College.
- Khachatryan, D. (2014). Jenni Maze Limited: Enhancing Call Center Performance Using Predictive Analytics: Babson Entrepreneurial Leader Collection. Page: 9. Babson College.