| 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 | 84* | 2015 |
| 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 | 36* | 2016 |
| 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 | 36 | 2016 |
| 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 | 32 | 2016 |
| Crowdsourcing: A Primer and its Implications for Systems Engineering RJ Gerth, A Burnap, P Papalambros DARPA National Defense Industrial Association Ground Vehicle Systems …, 2012 | 22 | 2012 |
| Quantification of perceptual design attributes using a crowd Y Ren, A Burnap, P Papalambros Proceedings of the 19th International Conference on Engineering Design …, 2013 | 21 | 2013 |
| Design and evaluation of product aesthetics: A human-machine hybrid approach A Burnap, JR Hauser, A Timoshenko Available at SSRN 3421771, 2019 | 14 | 2019 |
| 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 | 14 | 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 | 10* | 2016 |
| 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 | 8 | 2017 |
| 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 | 7 | 2017 |
| 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 | 5 | 2017 |
| Soul and machine (learning) D Proserpio, JR Hauser, X Liu, T Amano, A Burnap, T Guo, DDK Lee, ... Marketing Letters 31 (4), 393-404, 2020 | 3 | 2020 |
| Predicting "Design Gaps" in the Market: Deep Consumer Choice Models under Probabilistic Design Constraints A Burnap, J Hauser arXiv preprint arXiv:1812.11067, 2018 | 2 | 2018 |
| User-driven segmentation of design data A Maynard, A Burnap, P Papalambros Proceedings of the 21st International Conference on Engineering Design (ICED …, 2017 | | 2017 |
| Design Preference Prediction with Data Privacy Safeguards: A Preliminary Study A Burnap, PY Papalambros International Design Engineering Technical Conference, 2017 | | 2017 |
| Crowdsourcing for Search of Disaster Victims: A Preliminary Study for Search System Design A Burnap, C Barto, M Johnson-Roberson, MY Ren, R Gonzalez, ... DS 80-10 Proceedings of the 20th International Conference on Engineering …, 2015 | | 2015 |
Panos Y. PapalambrosProfessor of Mechanical Engineering, University of MichiganVerified email at umich.edu
