Roger Jianxin Jiao

Orcid: 0000-0002-9832-7276

Affiliations:
  • Georgia Institute of Technology, Atlanta, GA, USA


According to our database1, Roger Jianxin Jiao authored at least 103 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Visual analytics and intelligent reasoning for smart manufacturing defect detection and judgement: A meta-learning approach with knowledge graph embedding case-based reasoning.
J. Ind. Inf. Integr., January, 2024

2023
Collaborative contracting for Manufacturing-as-a-Service (MaaS) by information content measurement and decision tree learning.
Adv. Eng. Informatics, April, 2023

2022
Bilevel interactive optimisation for rebatching scheduling problem with selectivity banks in high variety flow line production.
Int. J. Prod. Res., 2022

Quantum entanglement inspired hard constraint handling for operations engineering optimization with an application to airport shift planning.
Expert Syst. Appl., 2022

Personalized service product family design optimization considering crowdsourced service operations.
Comput. Ind. Eng., 2022

Editorial Notes: Emerging intelligent automation and optimisation methods for adaptive decision making.
Adv. Eng. Informatics, 2022

Effective Analysis and Investigation in COVID-19 Prevention Policies Based on Population Dynamics Modeling and Simulation.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2022

2021
Operating data-driven inverse design optimization for product usage personalization with an application to wheel loaders.
J. Ind. Inf. Integr., 2021

Optimal postponement contracting decisions in crowdsourced manufacturing: A three-level game-theoretic model for product family architecting considering subcontracting.
Eur. J. Oper. Res., 2021

Dynamic platform modeling for concurrent product-production reconfiguration.
Concurr. Eng. Res. Appl., 2021

Dynamic takt time decisions for paced assembly lines balancing and sequencing considering highly mixed-model production: An improved artificial bee colony optimization approach.
Comput. Ind. Eng., 2021

Smart dispatching and optimal elevator group control through real-time occupancy-aware deep learning of usage patterns.
Adv. Eng. Informatics, 2021

A systematic literature review on intelligent automation: Aligning concepts from theory, practice, and future perspectives.
Adv. Eng. Informatics, 2021

Crowdsourced Manufacturing for Delivery of Manufacturing as a Service.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2021

2020
Data-informed inverse design by product usage information: a review, framework and outlook.
J. Intell. Manuf., 2020

Towards augmenting cyber-physical-human collaborative cognition for human-automation interaction in complex manufacturing and operational environments.
Int. J. Prod. Res., 2020

Dynamic postponement design for crowdsourcing in open manufacturing: A hierarchical joint optimization approach.
IISE Trans., 2020

Emotional Design.
CoRR, 2020

2019
Leader-follower joint optimization problems in product family design.
J. Intell. Manuf., 2019

An Efficient 2D Genetic Algorithm for Optimal Shift Planning Considering Daily-Wise Shift Formats: A Case of Airport Ground Staff Scheduling.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

2018
Decision support to product configuration considering component replenishment uncertainty: A stochastic programming approach.
Decis. Support Syst., 2018

Operating Data-driven Predictive Analytics for Tele-diagnosis of Refrigeration Systems: A Case Study.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

Systems Analysis and Design of a Smart Traffic Service System for Predictive and Smarter Mobility and Safety in Roadway Work Zones.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

2017
Bi-Level Coordinated Configuration Optimization for Product-Service System Modular Design.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Editorial: Scientific advances in product experience engineering.
J. Intell. Manuf., 2017

Decision theoretic modeling of affective and cognitive needs for product experience engineering: key issues and a conceptual framework.
J. Intell. Manuf., 2017

Coordinated optimisation of platform-driven product line planning by bilevel programming.
Int. J. Prod. Res., 2017

Bilevel joint optimisation for product family architecting considering make-or-buy decisions.
Int. J. Prod. Res., 2017

Affective parameter shaping in user experience prospect evaluation based on hierarchical Bayesian estimation.
Expert Syst. Appl., 2017

Augmenting feature model through customer preference mining by hybrid sentiment analysis.
Expert Syst. Appl., 2017

2016
Bilevel Game-Theoretic Optimization for Product Adoption Maximization Incorporating Social Network Effects.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Hierarchical game joint optimization for product family-driven modular design.
J. Oper. Res. Soc., 2016

2015
A linear threshold-hurdle model for product adoption prediction incorporating social network effects.
Inf. Sci., 2015

Joint optimization for coordinated configuration of product families and supply chains by a leader-follower Stackelberg game.
Eur. J. Oper. Res., 2015

A system level product configurator for engineer-to-order supply chains.
Comput. Ind., 2015

Latent customer needs elicitation for big-data analysis of online product reviews.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

Feature model augmentation with sentiment analysis for product line planning.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

2014
Prospect-Theoretic Modeling of Customer Affective-Cognitive Decisions Under Uncertainty for User Experience Design.
IEEE Trans. Hum. Mach. Syst., 2014

Augmented Affective-Cognition for Usability Study of In-Vehicle System User Interface.
J. Comput. Inf. Sci. Eng., 2014

Emotion Prediction from Physiological Signals: A Comparison Study Between Visual and Auditory Elicitors.
Interact. Comput., 2014

Joint optimization of product family configuration and scaling design by Stackelberg game.
Eur. J. Oper. Res., 2014

Predicting Product Adoption in Large Social Networks for Demand Estimation.
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014

Energy Utilization Modeling and Simulation for Pulp and Paper Manufacturing Processes.
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014

SysML-based Model Driven Discrete-Event Simulation.
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014

Simultaneous configuration of product families and supply chains for mass customization using leader-follower game theory.
Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management, 2014

A simulation study of RFID system for improving patient discharge process in a hospital.
Proceedings of the 2nd International Conference on Systems and Informatics, 2014

2013
An improved user experience model with cumulative prospect theory.
Proceedings of the Conference on Systems Engineering Research, 2013

A Stackelberg Solution to Joint Optimization Problems: A Case Study of Green Design.
Proceedings of the Conference on Systems Engineering Research, 2013

Affective and cognitive design for mass personalization: status and prospect.
J. Intell. Manuf., 2013

SysML-based design chain information modeling for variety management in production reconfiguration.
J. Intell. Manuf., 2013

Mass customization in the product life cycle.
J. Intell. Manuf., 2013

Editorial: advances in mass customization.
J. Intell. Manuf., 2013

Simulation-based conjoint ranking for optimal decision support process under aleatory uncertainty.
J. Intell. Manuf., 2013

Mass customization design of engineer-to-order products using Benders' decomposition and bi-level stochastic programming.
J. Intell. Manuf., 2013

Design chain management: bridging the gap between engineering and management.
J. Intell. Manuf., 2013

A graph rewriting system for process platform planning.
Decis. Support Syst., 2013

2012
User Experience Modeling and Simulation for Product Ecosystem Design Based on Fuzzy Reasoning Petri Nets.
IEEE Trans. Syst. Man Cybern. Part A, 2012

Adaptive fuzzy vendor managed inventory control for mitigating the Bullwhip effect in supply chains.
Eur. J. Oper. Res., 2012

Workflow simulation for operational decision support using event graph through process mining.
Decis. Support Syst., 2012

2011
A Case-Driven Ambient Intelligence System for Elderly in-Home Assistance Applications.
IEEE Trans. Syst. Man Cybern. Part C, 2011

Affective-Cognitive Modeling for User Experience With Modular Colored Fuzzy Petri Nets.
J. Comput. Inf. Sci. Eng., 2011

Affect prediction from physiological measures via visual stimuli.
Int. J. Hum. Comput. Stud., 2011

Identifying mapping relationships between functions and technologies: An approach based on association rule mining.
Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011

2010
Hybrid Association Mining and Refinement for Affective Mapping in Emotional Design.
J. Comput. Inf. Sci. Eng., 2010

Spatial Representation of a Virtual Room Space: Perspective and Vertical Movement.
Int. J. Hum. Comput. Interact., 2010

Integrated Vehicle Configuration System - Connecting the domains of mass customization.
Comput. Ind., 2010

A Novel Approach of Process Mining with Event Graph.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

2009
Modeling production configuration using nested colored object-oriented Petri-nets with changeable structures.
J. Intell. Manuf., 2009

Modelling workflows and collaboration in virtual supply chains with nested modular Petri nets.
Int. J. Comput. Appl. Technol., 2009

Coordinating product, process, and supply chain decisions: A constraint satisfaction approach.
Eng. Appl. Artif. Intell., 2009

2008
Association rule mining for product and process variety mapping.
Int. J. Comput. Integr. Manuf., 2008

Web Service-oriented Electronic Catalogs for Product Customization.
Concurr. Eng. Res. Appl., 2008

2007
Process Platform Planning for Variety Coordination From Design to Production in Mass Customization Manufacturing.
IEEE Trans. Engineering Management, 2007

A generic genetic algorithm for product family design.
J. Intell. Manuf., 2007

Product family design and platform-based product development: a state-of-the-art review.
J. Intell. Manuf., 2007

Guest Editorial.
J. Intell. Manuf., 2007

A web-based product portfolio decision support system.
Int. J. Manuf. Technol. Manag., 2007

An associative classification-based recommendation system for personalization in B2C e-commerce applications.
Expert Syst. Appl., 2007

Identifying generic routings for product families based on text mining and tree matching.
Decis. Support Syst., 2007

A heuristic genetic algorithm for product portfolio planning.
Comput. Oper. Res., 2007

Managing Modularity and Commonality in Product and Process Development.
Concurr. Eng. Res. Appl., 2007

Affective Human Factors Design with Ambient Intelligence.
Proceedings of the Constructing Ambient Intelligence, 2007

2006
A Kansei mining system for affective design.
Expert Syst. Appl., 2006

Development of an electronic configure-to-order platform for customized product development.
Comput. Ind., 2006

Customer Requirement Management in Product Development.
Concurr. Eng. Res. Appl., 2006

Customer Requirement Management in Product Development: A Review of Research Issues.
Concurr. Eng. Res. Appl., 2006

Product Family Design Based on Real Options Valuation.
Proceedings of the Leading the Web in Concurrent Engineering. Next Generation Concurrent Engineering, 2006

Modeling Supply Chain Configuration Based on Colored Petri Nets.
Proceedings of the Ninth International Conference on Control, 2006

A JDF-based Framework of Computer Integrated Printing Manufacturing.
Proceedings of the Ninth International Conference on Control, 2006

2005
Product portfolio identification based on association rule mining.
Comput. Aided Des., 2005

Web-Based Configure-to-Order Platform for Collaborative Development of Customized Products.
Proceedings of the 4th International Conference on Cyberworlds (CW 2005), 2005

2004
Concurrent Enterprising for Mass Customization.
Concurr. Eng. Res. Appl., 2004

Customizability analysis in design for mass customization.
Comput. Aided Des., 2004

Special Issue: Platform product development for mass customization.
Artif. Intell. Eng. Des. Anal. Manuf., 2004

2003
BPR-based information systems planning for e-logistics: a case study.
Int. J. Serv. Technol. Manag., 2003

Product Family Configuration Design Evaluation.
Proceedings of the 2nd Interdisciplinary World Congress on Mass Customization and Personalization, 2003

Process Platform Planning for Mass Customization.
Proceedings of the 2nd Interdisciplinary World Congress on Mass Customization and Personalization, 2003

2002
Graph Grammar Based Product Family Modeling.
Concurr. Eng. Res. Appl., 2002

Product family modeling and design support: An approach based on graph rewriting systems.
Artif. Intell. Eng. Des. Anal. Manuf., 2002

2001
Architecture of Product Family: Fundamentals and Methodology.
Concurr. Eng. Res. Appl., 2001

2000
Generic Bill-of-Materials-and-Operations for High-Variety Production Management.
Concurr. Eng. Res. Appl., 2000

1999
A methodology of developing product family architecture for mass customization.
J. Intell. Manuf., 1999

1998
Concurrent design for mass customization.
Bus. Process. Manag. J., 1998


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