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Conrad S. Tucker, Ph.D. - Publications

Affiliations: 
2011 Industrial&Enterprise Sys Eng University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Industrial Engineering, General Engineering, Marketing Business Administration
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21 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 López CE, Cunningham J, Ashour O, Tucker CS. Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments Journal of Computing and Information Science in Engineering. 20. DOI: 10.1115/1.4046293  0.311
2019 Arul Prakash SK, Mahan T, Williams G, McComb C, Menold J, Tucker CS. Detection of System Compromise in Additive Manufacturing Using Video Motion Magnification Journal of Mechanical Design. 142. DOI: 10.1115/1.4045547  0.309
2019 Panchal JH, Fuge M, Liu Y, Missoum S, Tucker C. Special Issue: Machine Learning for Engineering Design Journal of Mechanical Design. 141. DOI: 10.1115/1.4044690  0.302
2019 Cunningham JD, Simpson TW, Tucker CS. An Investigation of Surrogate Models for Efficient Performance-Based Decoding of 3D Point Clouds Journal of Mechanical Design. 141. DOI: 10.1115/1.4044597  0.311
2019 Stump GM, Miller SW, Yukish MA, Simpson TW, Tucker C. Spatial Grammar-Based Recurrent Neural Network for Design Form and Behavior Optimization Journal of Mechanical Design. 141. DOI: 10.1115/1.4044398  0.318
2017 Bezawada S, Hu Q, Gray A, Brick T, Tucker C. Automatic Facial Feature Extraction for Predicting Designers' Comfort With Engineering Equipment During Prototype Creation Journal of Mechanical Design. 139. DOI: 10.1115/1.4035428  0.349
2017 Lesniak K, Terpenny J, Tucker CS, Anumba C, Bilén SG. Immersive Distributed Design Through Real-Time Capture, Translation, and Rendering of Three-Dimensional Mesh Data1 Journal of Computing and Information Science in Engineering. 17. DOI: 10.1115/1.4035001  0.339
2017 Kang SW, Tucker CS. Exploring the correlation between new function attributes mined from different product domains and market sales The Engineering Economist. 63: 113-142. DOI: 10.1080/0013791X.2017.1314567  0.323
2017 Lopez CE, Tucker CS. A quantitative method for evaluating the complexity of implementing and performing game features in physically-interactive gamified applications Computers in Human Behavior. 71: 42-58. DOI: 10.1016/J.Chb.2017.01.036  0.305
2016 Lim S, Tucker CS. A Bayesian Sampling Method for Product Feature Extraction from Large-Scale Textual Data Journal of Mechanical Design, Transactions of the Asme. 138. DOI: 10.1115/1.4033238  0.356
2016 Kang SW, Tucker C. An automated approach to quantifying functional interactions by mining large-scale product specification data Journal of Engineering Design. 27: 1-24. DOI: 10.1080/09544828.2015.1083539  0.331
2016 Gopinath Bharathi AKB, Singh A, Tucker CS, Nembhard HB. Knowledge discovery of game design features by mining user-generated feedback Computers in Human Behavior. 60: 361-371. DOI: 10.1016/J.Chb.2016.02.076  0.339
2015 Tuarob S, Tucker CS. Automated discovery of lead users and latent product features by mining large scale social media networks Journal of Mechanical Design, Transactions of the Asme. 137. DOI: 10.1115/1.4030049  0.34
2015 Tuarob S, Tucker CS. Quantifying product favorability and extracting notable product features using large scale social media data Journal of Computing and Information Science in Engineering. 15. DOI: 10.1115/1.4029562  0.394
2015 Behoora I, Tucker CS. Machine learning classification of design team members' body language patterns for real time emotional state detection Design Studies. 39: 100-127. DOI: 10.1016/J.Destud.2015.04.003  0.307
2014 Tuarob S, Tucker CS, Salathe M, Ram N. An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages. Journal of Biomedical Informatics. 49: 255-68. PMID 24642081 DOI: 10.1016/J.Jbi.2014.03.005  0.302
2013 Lewis K, Moore-Russo D, Cormier P, Olewnik A, Kremer G, Tucker C, Simpson T, Ashour O. The assessment of product archaeology as a platform for contextualizing engineering design Proceedings of the Asme Design Engineering Technical Conference. 1. DOI: 10.1115/Detc2013-13165  0.317
2011 Tucker CS, Kim HM. Trend mining for predictive product design Journal of Mechanical Design, Transactions of the Asme. 133. DOI: 10.1115/1.4004987  0.374
2010 Tucker CS, Kim HM, Barker DE, Zhang Y. A ReliefF attribute weighting and X-means clustering methodology for top-down product family optimization Engineering Optimization. 42: 593-616. DOI: 10.1080/03052150903353328  0.322
2009 Tucker CS, Kim HM. Data-driven decision tree classification for product portfolio design optimization Journal of Computing and Information Science in Engineering. 9: 1-14. DOI: 10.1115/1.3243634  0.364
2008 Tucker CS, Kim HM. Optimal product portfolio formulation by merging predictive data mining with multilevel optimization Journal of Mechanical Design, Transactions of the Asme. 130. DOI: 10.1115/1.2838336  0.352
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