Artem Timoshenko

According to our database, Artem Timoshenko authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Product Aesthetic Design: A Machine Learning Augmentation.

Alex Burnap, John R. Hauser, Artem Timoshenko

Mark. Sci., November, 2023

POA: Passable Obstacles Aware Path-Planning Algorithm for Navigation of a Two-Wheeled Robot in Highly Cluttered Environments.

Alexander Petrovsky, Yomna Youssef, Kirill Myasoedov, Artem Timoshenko, Vladimir Guneavoi, Ivan Kalinov, Dzmitry Tsetserukou

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022

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

Sebastian Gabel, Artem Timoshenko

Manag. Sci., 2022

2020

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

Duncan Simester, Artem Timoshenko, Spyros I. Zoumpoulis

Manag. Sci., 2020

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

Duncan Simester, Artem Timoshenko, Spyros I. Zoumpoulis

Manag. Sci., 2020

2019

Identifying Customer Needs from User-Generated Content.

Artem Timoshenko, John R. Hauser

Mark. Sci., 2019

Design and Evaluation of Product Aesthetics: A Human-Machine Hybrid Approach.

Alex Burnap, John R. Hauser, Artem Timoshenko

CoRR, 2019