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2019

Improving Data Science Projects by Enriching Analytical Models with Domain Knowledge

Zhang, H., Roy, U. & Saltz, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2828-2837 10 p. 8622364. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Analytical models
Bayesian networks
Interoperability
2 Citations (Scopus)
Product development
Data mining
Aircraft
Engineers
Communication
2018
2 Citations (Scopus)

A data-driven approach for improving sustainability assessment in advanced manufacturing

Li, Y., Zhang, H., Roy, U. & Lee, Y. T., 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. 1736-1745 10 p.

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

Sustainability
Data-driven
Life Cycle Assessment
Sustainable development
Manufacturing
2 Citations (Scopus)

A semantics-based dispatching rule selection approach for job shop scheduling

Zhang, H. & Roy, U., Apr 18 2018, (Accepted/In press) In : Journal of Intelligent Manufacturing. p. 1-21 21 p.

Research output: Contribution to journalArticle

Semantics
Learning systems
Scheduling
Job shop scheduling
Processing
1 Citation (Scopus)
Ontology
Planning
Reusability
Degradation
2017
Electronic data interchange
Industrial plants
Computer systems
Specifications
Industry
4 Citations (Scopus)

Modular design of data-driven analytics models in smart-product development

Li, Y., Roy, U. & Saltz, J., Jan 1 2017, Systems, Design, and Complexity. American Society of Mechanical Engineers (ASME), Vol. 11.

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

Product development
Aircraft
Product design
Standardization
Systems analysis

Novel Use of Geosolar Exergy and Storage Technology in Existing Housing Applications: Conceptual Study

Lingo, L. E. & Roy, U., Feb 1 2017, In : Journal of Energy Engineering. 143, 1, 04016026.

Research output: Contribution to journalArticle

exergy
Exergy
Fossil fuels
Climate control
Geothermal heat pumps
2016
3 Citations (Scopus)
Processing
Decomposition
2015
4 Citations (Scopus)

A «smart component» data model in PLM

Li, Y., Roy, U., Shin, S. J. & Lee, Y. T., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Institute of Electrical and Electronics Engineers Inc., p. 1388-1397 10 p. 7363899

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

Data structures
Byproducts
Learning systems
Life cycle
Sensors

A semantic similarity based dispatching rule selection system for job shop scheduling with multiple production objectives

Zhang, H. & Roy, U., 2015, 35th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), Vol. 1B-2015.

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

Dispatching Rules
Job Shop Scheduling
Semantic Similarity
Semantics
Due Dates
3 Citations (Scopus)

Building a rigorous foundation for performance assurance assessment techniques for 'smart' manufacturing systems

Roy, U., Li, Y. & Zhu, B., Jan 7 2015, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Institute of Electrical and Electronics Engineers Inc., p. 1015-1023 9 p. 7004335

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

Taxonomies
Ontology
Industrial plants

Challenges in developing a computational platform to integrate data analytics with simulation-based optimization

Li, Y. & Roy, U., 2015, 35th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), Vol. 1B-2015.

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

Simulation-based Optimization
Integrate
Simulation Model
Modeling
Multiscale Modeling
1 Citation (Scopus)
exergy
Exergy
Life cycle
product
3 Citations (Scopus)

Integrating rule-based systems and data analytics tools using open standard PMML

Li, Y., Roy, U., Lee, Y. T. & Rachuri, S., 2015, 35th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), Vol. 1A-2015.

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

Rule-based Systems
Predictive Model
Knowledge based systems
Expert System
Standard Model
3 Citations (Scopus)

Ontology-based disassembly information system for enhancing disassembly planning and design

Zhu, B. & Roy, U., Jun 18 2015, In : International Journal of Advanced Manufacturing Technology. 78, 9-12, p. 1595-1608 14 p.

Research output: Contribution to journalArticle

Disassembly
Process Planning
Process planning
Ontology
Information Systems

Representation of function, behavior, structure and interrelationships at different abstract levels of product information

Baysal, M. M. & Roy, U., 2015, Systems, Design, and Complexity. American Society of Mechanical Engineers (ASME), Vol. 11-2015.

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

Kinematics
Topology
Geometry