| When Crowdsourcing Fails: A Study of Expertise on Crowdsourced Design Evaluation A Burnap, Y Ren, R Gerth, G Papazoglou, R Gonzalez, PY Papalambros Journal of Mechanical Design 137 (3), 031101, 2015 | 110* | 2015 |
| Estimating and Exploring the Product Form Design Space using Deep Generative Models A Burnap, Y Liu, Y Pan, H Lee, R Gonzalez, PY Papalambros ASME International Design Engineering Technical Conferences and Computers …, 2016 | 103 | 2016 |
| Product Aesthetic Design: A Machine Learning Augmentation A Burnap, JR Hauser, A Timoshenko Marketing Science, 2023 | 98* | 2023 |
| Balancing Design Freedom and Brand Recognition in the Evolution of Automotive Brand Styling A Burnap, J Hartley, Y Pan, R Gonzalez, PY Papalambros Design Science 2 (9), 28, 2016 | 64 | 2016 |
| Improving Design Preference Prediction Accuracy using Feature Learning A Burnap, Y Pan, Y Liu, Y Ren, H Lee, R Gonzalez, PY Papalambros Journal of Mechanical Design 138 (7), 071404, 2016 | 53* | 2016 |
| Deep Design: Product Aesthetics for Heterogeneous Markets Y Pan, A Burnap, J Hartley, R Gonzalez, PY Papalambros KDD: Proceedings of the 23rd ACM SIGKDD International Conference on …, 2017 | 40 | 2017 |
| Soul and machine (learning) D Proserpio, JR Hauser, X Liu, T Amano, A Burnap, T Guo, D Lee, ... Marketing Letters 31, 393-404, 2020 | 28 | 2020 |
| Crowdsourcing: A Primer and its Implications for Systems Engineering RJ Gerth, A Burnap, P Papalambros DARPA National Defense Industrial Association Ground Vehicle Systems …, 2013 | 28 | 2013 |
| Quantification of perceptual design attributes using a crowd Y Ren, A Burnap, P Papalambros Proceedings of the 19th International Conference on Engineering Design …, 2013 | 28 | 2013 |
| Identifying Experts in the Crowd for Evaluation of Engineering Designs A Burnap, R Gerth, R Gonzalez, PY Papalambros Journal of Engineering Design 28 (5), 317-337, 2017 | 20 | 2017 |
| A Quantitative Model for Identifying Regions of Design Visual Attraction and Application to Automobile Styling Y Pan, A Burnap, Y Liu, H Lee, R Gonzalez, P Papalambros DESIGN: Proceedings of the 14th International Design Conference, 2016 | 20 | 2016 |
| A Preliminary Study of Trends in Perceived Quality Design Attributes in the Automotive Luxury Segment K Stylidis, A Burnap, M Rossi, C Wickman, R Söderberg, PY Papalambros DESIGN: Proceedings of the 14th International Design Conference, 2016 | 19* | 2016 |
| Automatic discovery and generation of visual design characteristics: Application to visual conjoint A Sisodia, A Burnap, V Kumar Available at SSRN 4151019, 2023 | 7 | 2023 |
| Influence of automobile seat form and comfort rating on willingness-to-pay N Kang, A Burnap, KH Kim, MP Reed, PY Papalambros International Journal of Vehicle Design 75 (1-4), 75-90, 2017 | 7 | 2017 |
| Automatically Discovering Visual Product Characteristics A Sisodia, A Burnap, V Kumar Automatically Discovering Visual Product Characteristics: Sisodia, Ankit …, 2022 | 5* | 2022 |
| Predicting "Design Gaps" in the Market: Deep Consumer Choice Models under Probabilistic Design Constraints A Burnap, J Hauser arXiv preprint arXiv:1812.11067, 2018 | 4 | 2018 |
| Generative interpretable visual design: Using disentanglement for visual conjoint analysis A Sisodia, A Burnap, V Kumar Journal of Marketing Research, 2024 | 3 | 2024 |
| EXPRESS: Generative Interpretable Visual Design: Using Disentanglement for Visual Conjoint Analysis A Sisodia, A Burnap, V Kumar Journal of Marketing Research, 00222437241276736, 2024 | 1 | 2024 |
| Economic Value of Visual Product Characteristics A Sisodia, V Kumar, A Burnap | | 2022 |
| Soul and machine (learning) P Davide, JR Hauser, X Liu, A Tomomichi, A Burnap, T Guo, D Lee, ... Marketing Letters 31 (4), 393-404, 2020 | | 2020 |
Panos Y. PapalambrosDistinguished University Professor of Mechanical Engineering, University of MichiganVerified email at umich.edu