Conrad S.Tucker
Conrad S.Tucker
Arthur Hamerschlag Career Development Professor, Mechanical Engineering & Machine Learning(Courtesy)
Verified email at andrew.cmu.edu - Homepage
TitleCited byYear
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
912014
Fad or here to stay: Predicting product market adoption and longevity using large scale, social media data
S Tuarob, CS Tucker
ASME 2013 International Design Engineering Technical Conferences and …, 2013
732013
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
712015
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
662015
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
572011
Trend mining for predictive product design
CS Tucker, HM Kim
Journal of Mechanical Design 133 (11), 2011
502011
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
492009
Optimal product portfolio formulation by merging predictive data mining with multilevel optimization
CS Tucker, HM Kim
Journal of Mechanical Design 130 (4), 2008
482008
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
442014
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
412015
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
352017
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
332014
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
282015
Data-throughput enhancement using data mining-informed cognitive radio
K Kotobi, PB Mainwaring, CS Tucker, SG Bilen
Electronics 4 (2), 221-238, 2015
272015
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
272014
Discovering health-related knowledge in social media using ensembles of heterogeneous features
S Tuarob, CS Tucker, M Salathe, N Ram
Proceedings of the 22nd ACM international conference on Information …, 2013
262013
Product resynthesis: knowledge discovery of the value of end-of-life assemblies and subassemblies
SW Kang, C Sane, N Vasudevan, CS Tucker
Journal of Mechanical Design 136 (1), 011004, 2014
232014
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
222017
Knowledge discovery of game design features by mining user-generated feedback
AKBG Bharathi, A Singh, CS Tucker, HB Nembhard
Computers in Human Behavior 60, 361-371, 2016
212016
A Bayesian Sampling Method for Product Feature Extraction from Large Scale Textual Data
S Lim, C Tucker
Journal of Mechanical Design, 2016
212016
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