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Research Publications
Journal Article
Rode J., Heinz N., Cornelissen G., Le Menestrel M. (2021). How to Encourage Business Professionals to Adopt Sustainable Practices? Experimental Evidence That the 'Business Case' Discourse Can Backfire (124618). Journal of Cleaner Production, 283Journal Article
Babic B., Cohen I. G., Evgeniou T., Gerke S. (2021). When Machine Learning Goes Off the Rails. Harvard Business Review, 99(1), (pp76-84).Journal Article
Babic B. (Forthcoming). Approximate Coherentism and Luck. Philosophy of ScienceJournal Article
Ramon Y., Martens D., Provost F., Evgeniou T. (Forthcoming). A Comparison of Instance-Level Counterfactual Explanation Algorithms for Behavioral and Textual Data: SEDC, LIME-C and SHAP-C. Advances in Data Analysis and ClassificationJournal Article
Dutt P., Tsetlin I. (Forthcoming). Income Distribution and Economic Development: Insights From Machine Learning. Economics & PoliticsJournal Article
Abdellaoui M., Diecidue E., Kemel E., Onculer A. (Forthcoming). Temporal Risk Resolution: Utility versus Probability Weighting Approaches. Management ScienceBook Chapter
Babic B., Johnson-King Z. (2020). Moral Obligations and Epistemic Risk. In Oxford Studies in Normative Ethics (Volume 10) (pp. 81-105). Oxford University Press.Case Study
Analytics and Strategy Vignette #5: Analytical Projects with Multiple Steps by Ovchinnikov A. S., Tsetlin I.published: 03 Dec 2020
Case Study
Analytics and Strategy Vignette #3: Analytical Projects with Multiple Technologies by Ovchinnikov A. S., Tsetlin I.published: 03 Dec 2020
Case Study
Analytics and Strategy Vignette #2: Churn of Call-Centre Agents by Ovchinnikov A. S., Tsetlin I.published: 03 Dec 2020
Case Study
Analytics and Strategy Vignette #1: Eco-System Products for Small Business Customers by Ovchinnikov A. S., Tsetlin I.published: 03 Dec 2020
Journal Article
Babic B., Chen D. L., Evgeniou T., Fayard A. (2020). Comment Intégrer l’IA au Mieux . Harvard Business Review FranceJournal Article
Babic B., Cohen I. G., Evgeniou T., Gerke S., Trichakis N. (2020). Can AI Fairly Decide Who Gets an Organ Transplant?. Harvard Business Review Digital ArticlesJournal Article
Diecidue E., Levy H., Levy M. (2020). Probability Dominance. Review of Economics and Statistics, 102(5), (pp1006-1020).Journal Article
Boulant O., Fekom M., Pouchol C., Evgeniou T., Ovchinnikov A., Porcher R., Vayatis N. (2020). SEAIR Framework Accounting for a Personalized Risk Prediction Score: Application to the COVID-19 Epidemic. Image Processing On Line, 10, (pp150-166).Working Paper
Karelaia N., Van der Heyden L. (2020). Leading in Wicked Times: A Shift to Inquiry, Humility, and Fairness. 2020/55/DSC/TOMJournal Article
Evgeniou T., Hardoon D. R., Ovchinnikov A. (2020). What Happens When AI is Used to Set Grades?. Harvard Business Review Digital ArticlesWorking Paper
Mueller A., Scarsini M., Tsetlin I., Winkler R. L. (2020). Ranking Distributions when only Means and Variances are Known. 2020/36/DSCWorking Paper
Karelaia N., Van der Heyden L. (2020). Leading in Wicked Times: A Radical Shift to Inquiry, Humility, and Fairness. 2020/34/DSC/TOMJournal Article
Simester D., Timoshenko A., Zoumpoulis S. (2020). Efficiently Evaluating Targeting Policies: Improving on Champion vs. Challenger Experiments. Management Science, 66(8), (pp3412-3424).
