Concepedia

Artem Timoshenko

AT

Statistics

Publications

8

Citations

876

H-Index

8

Active since

2019

Affiliations

Massachusetts Institute of Technology(Current)

Yale University

Northwestern University

Artem Timoshenko is an author at Massachusetts Institute of Technology specializing in engineering, management, and machine learning.

Top concepts

EngineeringMarketingManagementData ScienceMachine LearningMarketing AnalyticsComputer ScienceConsumer ResearchBusiness AnalyticsStatistics

Publications per year

2019–2023

8

Publications

8

Identifying Customer Needs from User-Generated Content

Artem Timoshenko, John R. Hauser · Marketing Science · 2019 · 482 citations · Full text

Marketing Analytics, Customer Satisfaction, Customer Experience +21

Targeting Prospective Customers: Robustness of Machine-Learning Methods to Typical Data Challenges

Duncan Simester, Artem Timoshenko, Spyros I. Zoumpoulis · Management Science · 2019 · 125 citations

Marketing Analytics, Engineering, Machine Learning +22

Product Choice with Large Assortments: A Scalable Deep-Learning Model

Sebastian Gabel, Artem Timoshenko · Management Science · 2021 · 75 citations

Marketing Analytics, Engineering, Machine Learning +20

Product Aesthetic Design: A Machine Learning Augmentation

Alex Burnap, John R. Hauser, Artem Timoshenko · Marketing Science · 2023 · 74 citations

Artificial Intelligence, Automotive Industry, Engineering +14

Efficiently Evaluating Targeting Policies: Improving on Champion vs. Challenger Experiments

Duncan Simester, Artem Timoshenko, Spyros I. Zoumpoulis · Management Science · 2020 · 54 citations

Marketing Analytics, Marketing Actions, Behavioral Decision Making +29

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