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
862014
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 …, 2014
702014
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
652015
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), 031003, 2015
592015
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
542011
Data-driven decision tree classification for product portfolio design optimization
CS Tucker, HM Kim
Journal of Computing and Information Science in Engineering 9 (4), 041004, 2009
482009
Trending Mining for Predictive Product Design
CS Tucker, HM Kim
ASME 2010 International Design Engineering Technical Conferences and …, 2011
472011
Optimal product portfolio formulation by merging predictive data mining with multilevel optimization
CS Tucker, HM Kim
Journal of Mechanical Design 130 (4), 041103, 2008
442008
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
412014
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
342015
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 …, 2015
312015
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
292017
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
262014
Data-throughput enhancement using data mining-informed cognitive radio
K Kotobi, P Mainwaring, C Tucker, S Bilén
Electronics 4 (2), 221-238, 2015
252015
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
252013
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
232017
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
232015
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
212014
A Bayesian Sampling Method for Product Feature Extraction from Large Scale Textual Data
S Lim, C Tucker
Journal of Mechanical Design, 2016
192016
On the ground validation of online diagnosis with Twitter and medical records
T Bodnar, VC Barclay, N Ram, CS Tucker, M Salathé
Proceedings of the 23rd International Conference on World Wide Web, 651-656, 2014
192014
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