Alex Burnap
Title
Cited by
Cited by
Year
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
362016
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
322016
Crowdsourcing: A Primer and its Implications for Systems Engineering
RJ Gerth, A Burnap, P Papalambros
DARPA National Defense Industrial Association Ground Vehicle Systems …, 2012
222012
Quantification of perceptual design attributes using a crowd
Y Ren, A Burnap, P Papalambros
Proceedings of the 19th International Conference on Engineering Design …, 2013
212013
Design and evaluation of product aesthetics: A human-machine hybrid approach
A Burnap, JR Hauser, A Timoshenko
Available at SSRN 3421771, 2019
142019
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
142016
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
82017
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
72017
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
52017
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
32020
Predicting "Design Gaps" in the Market: Deep Consumer Choice Models under Probabilistic Design Constraints
A Burnap, J Hauser
arXiv preprint arXiv:1812.11067, 2018
22018
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
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