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

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

A deep learning model for mining object-energy correlations using social media image data

Dering, M., Lee, C., Hopkinson, K. M. & Tucker, C. S., Jan 1 2018, 38th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 1B-2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Media
Mining
Electricity
Motorcycles
Energy
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 physics-based virtual environment for enhancing the quality of deep generative designs

Dering, M., Cunningham, J., Desai, R., Simpson, T. W., Yukish, M. A. & Tucker, C. S., Jan 1 2018, 44th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Virtual Environments
Virtual reality
Physics
Labeling
Generative Models

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

A validation neural network (VNN) metamodel for predicting the performance of deep generative designs

Cunningham, J. & Tucker, C. S., Jan 1 2018, 44th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2B-2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metamodel
Neural Networks
Neural networks
Simulation Environment
Metamodeling
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

Categorization of information loss during the dissemination of design ideas

Zhao, V. & Tucker, C. S., Jan 1 2018, 38th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 1A-2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information Loss
Engineering Design
Categorization
Design Process
Information Entropy
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

Evaluating the effectiveness of Virtual reality as an interactive educational resource for additive manufacturing

Ostrander, J. K., Tucker, C. S., Simpson, T. W. & Meisel, N. A., Jan 1 2018, 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Virtual Reality
Virtual reality
Manufacturing
Resources
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
7 Citations (Scopus)

Generative adversarial networks for increasing the veracity of big data

Dering, M. L. & Tucker, C. S., Jan 12 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 2595-2602 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pipelines
Inaccurate
Bootstrap
Biased
Big data

Human validation of computer vs human generated design sketches

Lopez, C., Miller, S. R. & Tucker, C. S., Jan 1 2018, 30th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generative Models
Human
Design
Design Method
Biased

Real-time occlusion between real and digital objects in augmented reality

Lesniak, K. & Tucker, C. S., Jan 1 2018, 38th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 1B-2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Augmented reality
Augmented Reality
Occlusion
Real-time
Virtual reality
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
3 Citations (Scopus)

Automated discovery of product preferences in ubiquitous social media data: A Case study of automobile market

Tuarob, S. & Tucker, C. S., Feb 21 2017, 20th International Computer Science and Engineering Conference: Smart Ubiquitos Computing and Knowledge, ICSEC 2016. Institute of Electrical and Electronics Engineers Inc., 7859912. (20th International Computer Science and Engineering Conference: Smart Ubiquitos Computing and Knowledge, ICSEC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Media
Smartphones
Automobile
Automobiles
Learning algorithms
6 Citations (Scopus)
Feature extraction
Support vector machines
Learning systems
Feedback

Connecting the real-world and the virtual world through dynamic environment rendering

Lesniak, K. & Tucker, C. S., Jan 1 2017, 37th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), 67738. (Proceedings of the ASME Design Engineering Technical Conference; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Virtual Worlds
Dynamic Environment
Rendering
Virtual reality
Virtual Reality
2 Citations (Scopus)

Cybersecurity Policies and Their Impact on Dynamic Data Driven Application Systems

Tucker, C. S., Burrows, M., Lesniak, K. & Klein, S., Oct 9 2017, Proceedings - 2017 IEEE 2nd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2017. Institute of Electrical and Electronics Engineers Inc., p. 363-365 3 p. 8064151. (Proceedings - 2017 IEEE 2nd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data privacy
Data fusion
Decision support systems
Data mining
Data acquisition

Do technological advancements lead to learning enhancements? an exploration in virtual product dissection

Starkey, E. M., Spencer, C., Lesniak, K., Tucker, C. S. & Miller, S. R., Jan 1 2017, 19th International Conference on Advanced Vehicle Technologies; 14th International Conference on Design Education; 10th Frontiers in Biomedical Devices. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dissection
Student Learning
Enhancement
Students
Engineering

Early predicting of student struggles using body language

Dering, M. L. & Tucker, C. S., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Students
Neural networks
Sensors

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
1 Citation (Scopus)

From mining affective states to mining facial keypoint data: The quest towards personalized feedback

Lopez, C. E. & Tucker, C. S., Jan 1 2017, 37th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), 67340. (Proceedings of the ASME Design Engineering Technical Conference; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mining
Feedback
Engineering
Individual Differences
Model
10 Citations (Scopus)
Emotions
Learning systems
Time series
Aptitude
Mathematical models
5 Citations (Scopus)
Virtual reality
Data acquisition
Internet
Feedback
Sensors
1 Citation (Scopus)

Implications of generative models in government

Dering, M. L. & Tucker, C. S., Jan 1 2017, FS-17-01: Artificial Intelligence for Human-Robot Interaction; FS-17-02: Cognitive Assistance in Government and Public Sector Applications; FS-17-03: Deep Models and Artificial Intelligence for Military Applications: Potentials, Theories, Practices, Tools and Risks; FS-17-04: Human-Agent Groups: Studies, Algorithms and Challenges; FS-17-05: A Standard Model of the Mind. AI Access Foundation, Vol. FS-17-01 - FS-17-05. p. 158-163 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cognitive systems
2 Citations (Scopus)

Mining for creativity: Determining the creativity of ideas through data mining techniques

Toh, C. A., Starkey, E. M., Tucker, C. S. & Miller, S. R., Jan 1 2017, 29th International Conference on Design Theory and Methodology. American Society of Mechanical Engineers (ASME), Vol. 7.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Mining
Data Mining
Learning systems
Machine Learning
2 Citations (Scopus)
Stars
Electronic commerce
Purchasing
Feedback
Industry
1 Citation (Scopus)

Quantifying the mismatch between course content and students' dialogue in online learning environments

Lim, S., Tucker, C. S., Jablokow, K. W. & Pursel, B., Jan 1 2017, 19th International Conference on Advanced Vehicle Technologies; 14th International Conference on Design Education; 10th Frontiers in Biomedical Devices. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Online Learning
Learning Environment
Divergence
Students
Monitoring

Towards co-robot navigation in manufacturing environments through machine learning of human movement patterns

Mohammed, A., Viola, T., Tucker, C. S. & Pinto Duarte, J. M., Jan 1 2017, Challenges for Technology Innovation: An Agenda for the Future - Proceedings of the International Conference on Sustainable Smart Manufacturing, S2M 2016. Almendra, R., Roseta, F., Bartolo, P., da Silva, F. M., Bartolo, H., Almeida, H. A. & Lemos, A. C. (eds.). CRC Press/Balkema, p. 189-194 6 p. (Challenges for Technology Innovation: An Agenda for the Future - Proceedings of the International Conference on Sustainable Smart Manufacturing, S2M 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Navigation
Robots
Robot learning
Human robot interaction
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
1 Citation (Scopus)
Robots
Students
Feedback
Engineering education
Availability
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
2 Citations (Scopus)

Automated mapping of product features mined from online customer reviews to engineering product characteristics

Kang, S. W. & Tucker, C. S., Jan 1 2016, 36th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), Vol. 1B-2016.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Customers
Engineering
Product development
Specifications
Feedback
3 Citations (Scopus)

Exploring the link between task complexity and students' affective states during engineering laboratory activities

Hu, Q., Bezawada, S., Gray, A., Tucker, C. S. & Brick, T. R., Jan 1 2016, 18th International Conference on Advanced Vehicle Technologies; 13th International Conference on Design Education; 9th Frontiers in Biomedical Devices. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
Engineering
Model Complexity
Completion Time
Learning Process
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
1 Citation (Scopus)

Networked, real time translation of 3D mesh data to immersive virtual reality environments

Lesniak, K., Terpenny, J. P., Tucker, C. S., Anumba, C. & Bilen, S. G., Jan 1 2016, 36th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), Vol. 1B-2016.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Virtual Reality
Virtual reality
Mesh
3D Reconstruction
Sensing
2015

A computer vision approach for automatically mining and classifying end of life products and components

Dering, M. L. & Tucker, C. S., Jan 1 2015, 20th Design for Manufacturing and the Life Cycle Conference; 9th International Conference on Micro- and Nanosystems. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer Vision
Computer vision
Mining
Waste management
Sorting