• 759 Citations
  • 15 h-Index
20062019
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Research Output 2006 2019

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Article
2019

Evaluating the Impact of Idea Dissemination Methods on Information Loss

Victoria Zhao, Z., Lopez, C. E. & Tucker, C. S., Sep 1 2019, In : Journal of Computing and Information Science in Engineering. 19, 3, 031006.

Research output: Contribution to journalArticle

Linguistics
Transmitters
Experiments
1 Citation (Scopus)

Exploring biases between human and machine generated designs

Lopez, C. E., Miller, S. R. & Tucker, C. S., Feb 1 2019, In : Journal of Mechanical Design, Transactions of the ASME. 141, 2, 021104.

Research output: Contribution to journalArticle

Computer simulation
Deep learning

The effects of player type on performance: A gamification case study

Lopez, C. E. & Tucker, C. S., Feb 1 2019, In : Computers in Human Behavior. 91, p. 333-345 13 p.

Research output: Contribution to journalArticle

Motivation
Guidelines
Players
Experiments
2018
1 Citation (Scopus)
Learning systems
Clustering algorithms
Learning algorithms

An unsupervised machine learning method for discovering patient clusters based on genetic signatures

Lopez, C., Tucker, S., Salameh, T. & Tucker, C. S., Sep 1 2018, In : Journal of Biomedical Informatics. 85, p. 30-39 10 p.

Research output: Contribution to journalArticle

Learning systems
Genes
Proteins
Cell adhesion
Nucleotides

A semantic network model for measuring engagement and performance in online learning platforms

Lim, S., Tucker, C. S., Jablokow, K. W. & Pursel, B., Sep 1 2018, In : Computer Applications in Engineering Education. 26, 5, p. 1481-1492 12 p.

Research output: Contribution to journalArticle

electronic learning
Semantics
semantics
Students
performance
1 Citation (Scopus)
Smartphones
Product design
Feature extraction
Costs
Experiments
1 Citation (Scopus)

Bounded kalman filter method for motion-robust, non-contact heart rate estimation

Arul Prakash, S. K. & Tucker, C. S., Feb 1 2018, In : Biomedical Optics Express. 9, 2, p. 873-897 25 p., #312465.

Research output: Contribution to journalArticle

heart rate
Kalman filters
Heart Rate
plethysmography
Head Movements
1 Citation (Scopus)

Discovering discontinuity in big financial transaction data

Tuarob, S., Strong, R., Chandra, A. & Tucker, C. S., Feb 1 2018, In : ACM Transactions on Management Information Systems. 9, 1, 3.

Research output: Contribution to journalArticle

Industry
Geographical regions
Discontinuity
Transaction data
Data handling
2 Citations (Scopus)
Sensors
Transmission control protocol
Augmented reality
Processing
Virtual reality
2 Citations (Scopus)

Exploring the correlation between new function attributes mined from different product domains and market sales

Kang, S. W. & Tucker, C. S., Apr 3 2018, In : Engineering Economist. 63, 2, p. 113-142 30 p.

Research output: Contribution to journalArticle

sales
Sales
market
Bicycles
product design
2017
10 Citations (Scopus)

A Convolutional Neural Network Model for Predicting a Product's Function, Given Its Form

Dering, M. L. & Tucker, C. S., Nov 1 2017, In : Journal of Mechanical Design, Transactions of the ASME. 139, 11, 111408.

Research output: Contribution to journalArticle

Neural networks
Convolution
Computational fluid dynamics
Acoustic waves
Liquids
4 Citations (Scopus)

A machine learning approach to product review disambiguation based on function, form and behavior classification

Singh, A. & Tucker, C. S., May 1 2017, In : Decision Support Systems. 97, p. 81-91 11 p.

Research output: Contribution to journalArticle

Learning systems
Stars
Aptitude
Information Storage and Retrieval
Feedback
10 Citations (Scopus)
Social Media
Communicable Diseases
Learning systems
National Institutes of Health (U.S.)
Names
5 Citations (Scopus)
Motivation
Physical Exertion
Aptitude
Anxiety
Guidelines
1 Citation (Scopus)

Assessing causal claims about complex engineered systems with quantitative data: internal, external, and construct validity

Broniatowski, D. A. & Tucker, C. S., Nov 1 2017, In : Systems Engineering. 20, 6, p. 483-496 14 p.

Research output: Contribution to journalArticle

Large scale systems
Design of experiments
Learning systems
Engineers
Big data
6 Citations (Scopus)
Feature extraction
Support vector machines
Learning systems
Feedback

Evaluating the cost-effectiveness of an early detection of Parkinson's disease through innovative technology

Muñoz, D. A., Kilinc, M. S., Nembhard, H. B., Tucker, C. S. & Huang, X., Apr 3 2017, In : Engineering Economist. 62, 2, p. 180-196 17 p.

Research output: Contribution to journalArticle

Cost effectiveness
Disease
costs
Health
Costs
2 Citations (Scopus)

Exposure to Digital and Hands-on Delivery Modes in Engineering Design Education and Their Impact on Task Completion Efficiency

Ma, J., Tucker, C. S., Okudan Kremer, G. E. & Jackson, K. L., Jan 1 2017, In : Journal of Integrated Design and Process Science. 21, 2, p. 61-78 18 p.

Research output: Contribution to journalArticle

Education
Students
Engineering education
Curricula
Computer aided design
10 Citations (Scopus)
Emotions
Learning systems
Time series
Aptitude
Mathematical models
5 Citations (Scopus)
Virtual reality
Data acquisition
Internet
Feedback
Sensors
6 Citations (Scopus)

Using Large-Scale Social Media Networks as a Scalable Sensing System for Modeling Real-Time Energy Utilization Patterns

Bodnar, T., Dering, M. L., Tucker, C. S. & Edu, K. M., Oct 1 2017, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 47, 10, p. 2627-2640 14 p., 7736047.

Research output: Contribution to journalArticle

Energy utilization
Electricity
Smart meters
Scalability
Electric power utilization
2016
13 Citations (Scopus)
Feature extraction
Sampling
Smartphones
Product design
10 Citations (Scopus)

An automated approach to quantifying functional interactions by mining large-scale product specification data

Kang, S. W. & Tucker, C. S., Mar 3 2016, In : Journal of Engineering Design. 27, 1-3, p. 1-24 24 p.

Research output: Contribution to journalArticle

Specifications
Climate control
Product design
Large scale systems
Semantics
8 Citations (Scopus)

Knowledge discovery of game design features by mining user-generated feedback

Gopinath Bharathi, A. K. B., Singh, A., Tucker, C. S. & Nembhard, H. B., Jul 1 2016, In : Computers in Human Behavior. 60, p. 361-371 11 p.

Research output: Contribution to journalArticle

Marketing
Mechanics
Reward
Data mining
Demography
6 Citations (Scopus)
Semantics
Students
Pipelines
Education
Testing
2015
5 Citations (Scopus)

A data mining methodology for predicting early stage Parkinson's disease using non-invasive, high-dimensional gait sensor data

Tucker, C. S., Han, Y., Black Nembhard, H., Lee, W., Lewis, M., Sterling, N. & Huang, X., Oct 2 2015, In : IIE Transactions on Healthcare Systems Engineering. 5, 4, p. 238-254 17 p.

Research output: Contribution to journalArticle

Data Mining
Gait
Parkinson Disease
Data mining
Disease
46 Citations (Scopus)
Lead
Product development
Mathematical models
13 Citations (Scopus)

Data-throughput enhancement using data mining-informed cognitive radio

Kotobi, K., Mainwaring, P. B., Tucker, C. S. & Bilen, S. G., Mar 26 2015, In : Electronics. 4, 2, p. 221-238 18 p.

Research output: Contribution to journalArticle

Cognitive radio
Data mining
Throughput
Wireless networks
Decision making
22 Citations (Scopus)

Machine learning classification of design team members' body language patterns for real time emotional state detection

Behoora, I. & Tucker, C. S., Jul 1 2015, In : Design Studies. 39, p. 100-127 28 p., 734.

Research output: Contribution to journalArticle

body language
Learning systems
learning
interaction
methodology
17 Citations (Scopus)

Machine learning classification of medication adherence in patients with movement disorders using non-wearable sensors

Tucker, C. S., Behoora, I., Nembhard, H. B., Lewis, M., Sterling, N. W. & Huang, X., Nov 1 2015, In : Computers in Biology and Medicine. 66, p. 120-134 15 p.

Research output: Contribution to journalArticle

Medication Adherence
Movement Disorders
Learning systems
Sensors
Data mining
39 Citations (Scopus)
Smartphones
Product design
Product development
Automobiles
Data mining
2014
53 Citations (Scopus)

An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages

Tuarob, S., Tucker, C. S., Salathe, M. & Ram, N., Jan 1 2014, In : Journal of Biomedical Informatics. 49, p. 255-268 14 p.

Research output: Contribution to journalArticle

Social Media
Health
Classifiers
Learning systems
Experiments
15 Citations (Scopus)

Mining student-generated textual data in MOOCs and quantifying their effects on student performance and learning outcomes

Tucker, C. S., Pursel, B. K. & Divinsky, A., Jan 1 2014, In : Computers in Education Journal. 5, 4, p. 84-95 12 p.

Research output: Contribution to journalArticle

Students
learning
performance
student
Data mining
16 Citations (Scopus)

Product resynthesis: Knowledge discovery of the value of end-of-life assemblies and subassemblies

Kang, S. W., Sane, C., Vasudevan, N. & Tucker, C. S., Jan 1 2014, In : Journal of Mechanical Design, Transactions of the ASME. 136, 1, 011004.

Research output: Contribution to journalArticle

Data mining
Consumer electronics
Waste treatment
Health care
Recycling
8 Citations (Scopus)

Two sides of a coin: Separating personal communication and public dissemination accounts in Twitter

Yin, P., Ram, N., Lee, W., Tucker, C. S., Khandelwal, S. & Salathé, M., 2014, In : Lecture Notes in Computer Science. 8443 LNAI, PART 1, p. 163-175 13 p.

Research output: Contribution to journalArticle

Cellular telephone systems
Personal digital assistants
Human Behavior
Cleaning
Data Streams
2011
36 Citations (Scopus)

Trend mining for predictive product design

Tucker, C. S. & Kim, H. M., Nov 30 2011, In : Journal of Mechanical Design, Transactions of the ASME. 133, 11, 111008.

Research output: Contribution to journalArticle

Product design
Time series
Engineers
Entropy
2010
13 Citations (Scopus)

A ReliefF attribute weighting and X-means clustering methodology for top-down product family optimization

Tucker, C. S., Kim, H. M., Barker, D. E. & Zhang, Y., Jul 1 2010, In : Engineering Optimization. 42, 7, p. 593-616 24 p.

Research output: Contribution to journalArticle

Product Family
Product design
Weighting
Data mining
Particle separators
2009
36 Citations (Scopus)

Data-driven decision tree classification for product portfolio design optimization

Tucker, C. S. & Kim, H. M., Dec 1 2009, In : Journal of Computing and Information Science in Engineering. 9, 4, p. 1-14 14 p.

Research output: Contribution to journalArticle

Decision trees
Product design
Data mining
Profitability
Industry
2008
38 Citations (Scopus)
Merging
Data mining
Product design
Profitability
Industry