Conrad S.Tucker
Conrad S.Tucker
Arthur Hamerschlag Career Development Professor, Mechanical Engineering & Machine Learning(Courtesy)
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages
S Tuarob, CS Tucker, M Salathe, N Ram
Journal of biomedical informatics 49, 255-268, 2014
1052014
Quantifying product favorability and extracting notable product features using large scale social media data
S Tuarob, CS Tucker
Journal of Computing and Information Science in Engineering 15 (3), 2015
832015
Automated Discovery of Lead Users and Latent Product Features by Mining Large Scale Social Media Networks
CS Tuarob, S. and Tucker
Journal of Mechanical Design 137 (7), 2015
832015
Fad or here to stay: Predicting product market adoption and longevity using large scale, social media data
S Tuarob, CS Tucker
International Design Engineering Technical Conferences and Computers and …, 2013
792013
An unsupervised machine learning model for discovering latent infectious diseases using social media data
S Lim, CS Tucker, S Kumara
Journal of biomedical informatics 66, 82-94, 2017
732017
Predicting emerging product design trend by mining publicly available customer review data
C Tucker, H Kim
DS 68-6: Proceedings of the 18th International Conference on Engineering …, 2011
702011
Data-driven decision tree classification for product portfolio design optimization
CS Tucker, HM Kim
Journal of Computing and Information Science in Engineering 9 (4), 2009
602009
Mining Student-Generated Textual Data in MOOCS And Quantifying Their Effects on Student Performance and Learning Outcomes
C Tucker, A Pursel, Bart, Divinsky
Computers in Education Journal (CoEd) 5 (4), 84-95, 2014
592014
Trend mining for predictive product design
CS Tucker, HM Kim
Journal of Mechanical Design 133 (11), 2011
512011
Optimal product portfolio formulation by merging predictive data mining with multilevel optimization
CS Tucker, HM Kim
Journal of Mechanical Design 130 (4), 2008
512008
Machine learning classification of design team members' body language patterns for real time emotional state detection
I Behoora, CS Tucker
Design Studies 39, 100-127, 2015
482015
Machine learning classification of medication adherence in patients with movement disorders using non-wearable sensors
CS Tucker, I Behoora, HB Nembhard, M Lewis, NW Sterling, X Huang
Computers in biology and medicine 66, 120-134, 2015
422015
Investigating the impact of interactive immersive virtual reality environments in enhancing task performance in online engineering design activities
AKBG Bharathi, CS Tucker
International Design Engineering Technical Conferences and Computers and …, 2015
422015
Increasing the veracity of event detection on social media networks through user trust modeling
T Bodnar, C Tucker, K Hopkinson, SG Bilén
2014 IEEE International Conference on Big Data (Big Data), 636-643, 2014
392014
The effects of player type on performance: A gamification case study
CE Lopez, CS Tucker
Computers in Human Behavior 91, 333-345, 2019
382019
Discovering next generation product innovations by identifying lead user preferences expressed through large scale social media data
S Tuarob, CS Tucker
ASME 2014 International Design Engineering Technical Conferences and …, 2014
362014
A Convolutional Neural Network Model for Predicting a Product's Function, Given Its Form
ML Dering, CS Tucker
Journal of Mechanical Design 139 (11), 111408, 2017
302017
How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information
S Tuarob, CS Tucker, S Kumara, CL Giles, AL Pincus, DE Conroy, N Ram
Journal of biomedical informatics 68, 1-19, 2017
302017
A machine learning approach to product review disambiguation based on function, form and behavior classification
A Singh, CS Tucker
Decision Support Systems 97, 81-91, 2017
292017
An unsupervised machine learning method for discovering patient clusters based on genetic signatures
C Lopez, S Tucker, T Salameh, C Tucker
Journal of biomedical informatics 85, 30-39, 2018
282018
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